David Rivera

Linux Certification Salary

Unlocking the power of Linux can lead to a rewarding career, both in terms of expertise and financial gains. In this article, we delve into the world of Linux certification salaries, exploring the lucrative opportunities that await skilled professionals in this thriving domain.

Job Opportunities for Linux Certified Professionals

Linux certified professionals have a wide range of job opportunities available to them. With the increasing popularity of Linux as an operating system, companies are in need of skilled professionals to manage their Linux systems.

One common job role for Linux certified professionals is that of a system administrator. System administrators are responsible for managing and maintaining Linux servers, ensuring they are running smoothly and securely. They handle tasks such as installing and configuring software, managing user accounts and file-system permissions, and troubleshooting any issues that arise.

Another job opportunity for Linux certified professionals is in the field of application software development. Linux is widely used in software development, and professionals with Linux certification have the skills and knowledge to work with Linux-specific tools and technologies such as Git and version control systems.

Linux certified professionals also have opportunities in the field of network administration. With their knowledge of Linux networking tools and protocols, they can manage and secure computer networks, set up firewalls, and ensure network performance.

Additionally, Linux certified professionals can find employment as database administrators. They have the skills to install, configure, and maintain databases on Linux servers, ensuring data integrity and security.

The demand for Linux certified professionals is high, and as a result, their salaries are competitive. According to the Linux Professional Institute, Linux certified professionals in the United States earn a median salary of $107,000 per year. This figure can vary depending on factors such as experience, location, and the specific job role.

The Value of Linux Certifications in the Job Market

Linux certifications hold significant value in the job market. They validate your knowledge and expertise in Linux operating systems, making you a desirable candidate for various IT roles such as system administrator, database administrator, or cloud engineer.

Having a Linux certification can greatly increase your earning potential. According to surveys, Linux professionals with certifications tend to earn higher salaries compared to their non-certified counterparts. In the United States, the median salary for Linux professionals is around $100,000 per year, with top earners reaching six-figure salaries.

Linux certifications demonstrate your proficiency in essential skills such as troubleshooting, system administration, security, and scripting. These skills are highly sought after by employers looking for professionals who can effectively manage and maintain Linux-based systems.

Certifications from reputable organizations like the Linux Professional Institute (LPI) or CompTIA can enhance your credibility and open doors to new opportunities. They provide a standardized way to assess your skills and knowledge, making it easier for employers to evaluate your capabilities.

In addition to the financial benefits, Linux certifications also offer the flexibility of remote work and the opportunity to work on interesting projects. With the increasing popularity of Linux in cloud computing and virtualization, certified professionals are in high demand.

Investing in Linux training and certification is a wise decision for anyone looking to advance their career in the IT industry. It not only validates your skills but also demonstrates your commitment to continuous learning and professional growth. So, whether you’re a seasoned professional or just starting out, consider obtaining a Linux certification to boost your job prospects and increase your earning potential.

Factors Influencing Linux Certification Salaries

Linux command prompt

Factor	Description
Level of Certification	The higher the level of Linux certification (e.g., LPIC-1, LPIC-2, LPIC-3), the higher the salary.
Work Experience	Experienced Linux professionals with several years of work experience typically earn higher salaries.
Industry	The industry in which the individual works can impact their Linux certification salary. Certain industries such as technology and finance often offer higher salaries for Linux professionals.
Geographical Location	The location of the job can significantly affect the salary. Salaries for Linux certification holders can vary greatly between different regions and countries.
Job Position	The specific job role or position within an organization can influence the salary. Roles like Linux systems administrator, DevOps engineer, or security analyst may offer higher salaries compared to entry-level positions.
Additional Skills	Holding additional skills and certifications related to Linux, such as cloud computing (e.g., AWS, Azure) or containerization (e.g., Docker, Kubernetes), can lead to higher salaries.

January 12, 2024 by David Rivera Certification Prep

Create Tar Gz File Linux

Learn how to efficiently create tar.gz files in Linux with this comprehensive guide. Whether you are a beginner or an experienced user, this article provides step-by-step instructions to help you master the art of creating compressed tar archives effortlessly.

Creating a tar.gz File in Linux

A terminal window with a command prompt.

To create a tar. gz file in Linux, use the command tar -czvf filename. tar. gz directory_name.

Replace “filename” with the desired name for your tar. gz file and “directory_name” with the name of the directory you want to compress. This command will create a compressed archive of the specified directory. The -c flag tells tar to create a new archive, the -z flag tells tar to use gzip compression, and the -v flag enables verbose output.

The resulting tar. gz file can be easily shared or stored for backup purposes.

Extracting a tar.gz File in Linux

To extract a tar.gz file in Linux, use the following command: tar -xzf file.tar.gz. Replace “file.tar.gz” with the actual name of your tar.gz file. This command will extract the contents of the tar.gz file into the current working directory.

The tar command is used to create, view, and extract tar files. The -x option tells tar to extract the files, while the -z option specifies that the file is compressed with gzip.

After running the command, you will see the extracted files in your working directory. If you want to extract the files into a specific directory, use the -C option followed by the directory path.

Extracting tar.gz files is a common task in Linux, especially when working with software packages or backups. It is a simple and efficient way to access the contents of an archive without having to unzip it manually.

Creating a Compressed tar Ball of a Directory

To create a compressed tar ball of a directory in Linux, you can use the “tar” command. This command allows you to combine multiple files and directories into a single archive file. The resulting tar ball can be compressed using the “gzip” or “gunzip” command, creating a .tar.gz file.

To create a tar ball, use the following command:

tar -cvf archive.tar directory

Replace archive.tar with the desired name for your archive file, and directory with the directory you want to compress.

To compress the tar ball using gzip, use the command:

gzip archive.tar

This will create a .tar.gz file, which is a compressed archive of your directory.

You can also compress the tar ball using the “tar” command directly by using the “-z” option, like this:

tar -czvf archive.tar.gz directory

Replace archive.tar.gz with the desired name for your compressed archive file.

By creating a compressed tar ball of a directory, you can easily backup or transfer multiple files and directories in one compressed file. This can be particularly useful when dealing with large amounts of data or when transferring files over a network.

January 8, 2024 by David Rivera IT Tools

Beginner Linux Courses

Welcome to the world of Linux! In this article, we explore a variety of beginner Linux courses that will pave the way for your exciting journey into this open-source operating system. Whether you’re a tech enthusiast, a curious learner, or someone looking to enhance their career prospects, these courses will equip you with the fundamental skills to navigate and harness the power of Linux. So, let’s dive in and embark on an adventure of discovery and growth!

Introduction to Linux

Beginner Linux Courses are a great way to gain the necessary skills and knowledge to navigate and utilize the Linux operating system. Whether you are interested in mobile app development, web framework, or software development in general, Linux is a versatile platform that can support your goals.

With its powerful command-line interface and extensive application software, Linux provides a solid foundation for computer programming and software engineering. Additionally, its compatibility with various programming languages such as JavaScript and Swift makes it a popular choice for frontend and backend development.

By taking Linux courses, you will learn how to effectively use the graphical user interface and command-line interface, as well as gain a deeper understanding of system administration and software architecture. These courses will equip you with the essential skills to become a power user and solve complex problems in the world of software and technology.

The Linux Foundation offers online courses that cover a wide range of topics, from basic Linux distributions to advanced system administration. These courses provide a comprehensive learning experience that includes hands-on exercises and collaborative projects, allowing you to apply your knowledge in real-world scenarios.

Whether you are a beginner or have some experience with Linux, taking beginner Linux courses will enhance your skills and broaden your perspective in the field of software and technology. So why wait? Start your Linux journey today and unlock a world of possibilities in computer science and software engineering.

Comprehensive Linux Training

Command line interface (CLI)

Looking to learn Linux? Our beginner Linux courses offer comprehensive training to get you started on your Linux journey. Whether you’re interested in mobile app development, web framework, or graphical user interface, our courses cover it all. Gain the skills needed for application software, computer programming, and software development.

With Linux training, you’ll have the knowledge to excel in various fields such as system administration, user experience design, and computer science. Whether you’re working with iOS, web design, or Django web framework, Linux can be a powerful tool in your arsenal.

Our courses are designed to cater to both frontend and backend developers, covering JavaScript, software architecture, and frontend web development. You’ll learn how to navigate the world of Linux distributions and become a power user.

With a focus on problem-solving and data management, our courses will equip you with the necessary skills to excel in software development. Gain a new perspective on web development and learn to manage data and architecture effectively.

Join the Linux Foundation and take our beginner Linux courses to enhance your programming toolset and become a skilled Linux user. With our comprehensive training, you’ll be ready to tackle any software development or data-related challenge. Start your Linux journey today and unlock a world of possibilities.

Flexibility and Convenience of Online Linux Courses

Flexibility and convenience are two major advantages of taking online Linux courses. With online courses, learners have the freedom to set their own schedule and learn at their own pace. This is especially beneficial for individuals who have busy lifestyles or work full-time jobs. Whether you are an aspiring system administrator or looking to enhance your programming skills, online Linux courses provide the flexibility to fit learning into your busy life.

Another advantage of online Linux courses is the convenience they offer. Learners can access course materials from anywhere with an internet connection, allowing them to study from the comfort of their own home or while on the go. This eliminates the need for commuting to a physical classroom and gives learners the freedom to study whenever and wherever they choose.

Online Linux courses also provide a collaborative learning environment. Many courses offer forums or chat rooms where learners can interact with instructors and peers, fostering a sense of community and allowing for knowledge sharing and collaboration. This can be especially beneficial when facing challenges or seeking clarification on concepts.

Additionally, online Linux courses often utilize interactive tools and resources to enhance the learning experience. These courses may include virtual labs, quizzes, and hands-on exercises to help learners apply their knowledge in a practical way. This interactive approach promotes active learning and ensures that learners gain a deep understanding of Linux concepts and skills.

Whether you are a beginner or have some experience with Linux, taking online courses can greatly benefit your learning journey. The flexibility, convenience, collaborative nature, and interactive tools provided by online Linux courses make them a valuable resource for anyone looking to acquire or enhance their Linux skills.

Advancing Your Career with Linux Training

Linux training can be a valuable asset for advancing your career in various fields such as system administration, web development, and programming. By gaining expertise in Linux, you can open doors to new opportunities and enhance your skill set.

Linux is widely used in the tech industry and understanding its fundamentals can give you a competitive edge. Whether you’re interested in becoming a system administrator, a web developer, or a programmer, Linux training can provide you with the necessary knowledge and skills to excel in these roles.

For aspiring web developers, Linux training can be particularly beneficial. With Linux being the preferred operating system for web servers, having a solid understanding of Linux can greatly enhance your ability to design and deploy websites. Additionally, proficiency in Linux distributions such as Ubuntu or CentOS can make you more adept at using popular web development frameworks like Django and staying up to date with the latest web technologies.

Furthermore, learning Linux can also improve your problem-solving and communication skills. As Linux is an open-source platform, it encourages collaboration and fosters a community-driven approach to software development. By engaging with the Linux community, you can learn from experts and contribute to the improvement of Linux distributions and software frameworks.

January 5, 2024 by David Rivera Linux Training

Online Software Development Course

Unlocking the virtual gateway to programming proficiency, this article presents an insightful overview of an online software development course that promises to empower aspiring coders with essential skills and knowledge.

Earn Your Degree

Take your software development skills to the next level with an online course. Whether you’re a programmer looking to enhance your skills or new to computer programming, this course is designed to help you succeed.

Learn the ins and outs of software development, from front-end web development to database management. Dive into high-level programming languages like Ruby on Rails and TypeScript, and explore cutting-edge topics like artificial intelligence and machine learning.

With a focus on agile software development and test-driven development, you’ll gain the skills needed to create innovative and efficient software solutions. Earn a certification to showcase your expertise and open doors to exciting career opportunities.

Enroll today and start your journey towards becoming a skilled software engineer.

Programming for Robotics

Robot arm programming interface.

Looking to delve into programming for robotics? Our online software development course is the perfect starting point. Gain the skills necessary to create and control robots through programming. With a focus on Linux training, you’ll learn how to write code using high-level programming languages like Python and Ruby.

Explore concepts such as object-oriented programming, software testing, and software architecture. Discover how to utilize tools like Node. js and Ruby on Rails to build robust and efficient applications. Develop a deep understanding of computer science and engineering principles, and learn how to apply them to create innovative and cutting-edge robotics solutions.

Explore MasterTrack® Certificates

Explore MasterTrack® Certificates, a series of online software development courses that provide in-depth training in various areas of the field. Whether you’re a programmer looking to expand your skills or someone new to computer programming, these courses offer a comprehensive curriculum to help you succeed. Learn about high-level programming languages like Python and JavaScript, dive into front-end web development with HTML and CSS, or explore the world of data science with courses on statistics and data analysis. With a focus on practical skills and real-world applications, these courses will equip you with the knowledge and tools you need to thrive in the software development industry. Earn a valuable certification to showcase your expertise in areas such as software design, software testing, or agile software development. Start your journey towards becoming a skilled software engineer today with MasterTrack® Certificates.

Develop Apps for iOS and Android

iOS and Android app icons

Develop high-quality apps for iOS and Android platforms with our comprehensive Online Software Development Course. Gain the necessary skills and knowledge to create mobile applications using popular programming languages like JavaScript, Python, and Ruby. Learn about software architecture, database management, and user experience design to create seamless and intuitive apps. Explore advanced topics such as artificial intelligence, machine learning, and data science to enhance your app’s functionality.

Understand the software development process, documentation, and quality assurance techniques to ensure bug-free and efficient apps. Take your app development skills to the next level with our hands-on training and industry-relevant curriculum.

Programming Foundations in C and C++

Our online software development course offers a comprehensive foundation in programming with C and C++. Whether you’re new to programming or looking to enhance your skills, this course will provide you with the knowledge and tools you need to succeed.

Learn the fundamentals of C and C++ programming languages, including syntax, data types, variables, and control structures. Gain a deep understanding of object-oriented programming concepts and how they apply to C++ development.

Discover how to create, compile, and run C and C++ programs, and explore the process of software development from start to finish.

By the end of this course, you’ll have the skills to write efficient and reliable code in C and C++, setting you on the path to becoming a proficient software developer.

Discover software development jobs

Discover software development jobs through an online software development course. This course is designed to provide you with the skills and knowledge needed to excel in the field of software development. Whether you are a beginner or have some experience, this course will guide you through the fundamentals of programming languages such as Python, Ruby, and C++. You will also learn about important concepts like problem-solving, software design, and quality assurance. By the end of the course, you will have the necessary skills to develop applications, work with APIs, and create user-friendly interfaces. Start your journey towards a rewarding career in software development today.

What do software developers do?

Software developers are professionals who create and maintain computer programs. They use high-level programming languages like Python, Ruby, and C++ to write code that enables applications and systems to function properly.

In an online software development course, participants will learn about the different aspects of software development, such as problem-solving, critical thinking, and creativity. They will also gain knowledge in areas like software engineering, computer science, and computer engineering.

The course will cover topics like programming languages, development methodologies, and the software development process. Participants will also learn about tools and technologies like Node.js, TypeScript, and CSS.

Furthermore, the course will emphasize the importance of documentation and testing through concepts like test-driven development and using APIs.

By taking an online software development course, individuals can gain the skills and knowledge needed to become successful software developers and contribute to the innovation and advancement of the field.

How to become a software developer

To become a software developer, taking an online software development course is a great starting point. These courses provide a comprehensive curriculum that covers all the essential skills and knowledge needed in the field. One important aspect of software development is learning a high-level programming language like Python, Ruby, or C++. These languages are widely used in the industry and mastering them will open up many opportunities. Additionally, understanding concepts like compilers, APIs, and stacks will enhance your understanding of how software works. Problem-solving, critical thinking, and creativity are also crucial skills for a software developer.

Finally, staying updated with the latest trends and innovations in the field is essential for success.

Our Ranking Criteria

When evaluating online software development courses, we consider several factors to ensure we recommend the best options for our readers.

First, we look at the course content and curriculum. Is it comprehensive and up-to-date? Does it cover essential topics like **programming languages** (such as Python, Ruby, and C++), **software engineering**, **problem-solving**, and **API development**? We also consider if the course offers specialized training in areas like **mobile app development**, **DevOps**, or **data analysis**.

Next, we assess the quality of the instructors. Are they experienced professionals in the field? Do they have relevant industry certifications or qualifications?

We also examine the learning experience provided by the course. Is the platform user-friendly and easy to navigate? Are there interactive elements like quizzes, exercises, or projects to enhance learning?

Additionally, we consider the reputation of the course provider. Have they received positive feedback from previous students? Are they known for their expertise in the field of software development?

Finally, we take into account the price and value for money. Is the course reasonably priced compared to others with similar offerings? Are there any additional resources or support provided to enhance the learning experience?

By considering these factors, we ensure that our rankings provide valuable guidance to individuals seeking to enhance their skills in software development through online courses.

10 Best Software Development Bootcamps

Here are the top 10 software development bootcamps that offer online courses. These bootcamps provide comprehensive training in various programming languages, including Python, Ruby, and C++. They also cover important concepts such as Node. js, DevOps, and software bug fixing. The courses are designed to enhance your problem-solving skills and teach you how to develop high-quality applications for different platforms, including mobile apps. With a focus on practical learning and real-world projects, these bootcamps will equip you with the necessary skills to become a successful software developer.

Whether you are a beginner or an experienced programmer, these bootcamps offer a range of courses suitable for all levels.

Software Development Bootcamp Comparison Chart

Bootcamp Name	Duration	Curriculum	Price	Support
Bootcamp A	12 weeks	Full-stack development, Agile methodologies, Database management	$4,500	Email, chat, and community forum
Bootcamp B	16 weeks	Front-end development, Back-end development, Software testing	$5,000	Email, chat, and weekly mentor sessions
Bootcamp C	10 weeks	Web development, Mobile app development, Project management	$3,500	Email, chat, and 24/7 mentor support
Bootcamp D	14 weeks	Full-stack development, DevOps, Cloud computing	$4,800	Email, chat, and dedicated teaching assistants

Tips for Succeeding in a Software Development Bootcamp

1. Embrace Linux: Familiarize yourself with Linux operating systems, as they are widely used in software development. Take a Linux training course to gain a solid foundation in this essential technology.

2. Learn a High-Level Programming Language: Choose a high-level programming language such as Python, Ruby, or Scala to start your development journey. These languages are beginner-friendly and widely used in the industry.

3. Master Problem-Solving Skills: Software development requires strong problem-solving abilities. Practice solving coding challenges and puzzles to enhance your critical thinking and logical reasoning skills.

4. Understand the Software Development Process: Gain knowledge about different methodologies like Agile or Scrum, and familiarize yourself with the steps involved in developing and deploying software applications.

5. Explore APIs and Libraries: APIs (Application Programming Interfaces) and libraries are essential tools in software development. Learn how to effectively use them to enhance your projects and streamline your development process.

6. Collaborate and Network: Engage with your peers and instructors to collaborate on projects and learn from their experiences. Networking within the software development community can open doors to job opportunities and valuable connections.

7. Continuously Update Your Skills: Stay up-to-date with the latest technologies, trends, and innovations in the software development field. Attend workshops, webinars, and conferences to expand your knowledge and enhance your skill set.

Interested in a degree instead?

A graduation cap

Are you interested in pursuing a degree instead of taking an online software development course? While our course offers comprehensive training in Linux and other essential programming languages like Python, Ruby, and C++, we understand that some individuals may prefer a more traditional educational experience. Pursuing a degree can provide you with a more in-depth understanding of computer engineering and allow you to explore various methodologies and concepts in software development.

January 5, 2024 by David Rivera App Development

Beginner’s PyTorch Tutorial

Welcome to the world of PyTorch, where the journey of deep learning begins! In this beginner’s tutorial, we will unveil the secrets of PyTorch, empowering you to dive into the fascinating world of neural networks and unleash your coding prowess. So fasten your seatbelts and get ready to embark on an exhilarating adventure of PyTorch mastery!

Introduction to PyTorch

PyTorch is a powerful deep learning framework that is widely used in the field of artificial intelligence. It provides a flexible and efficient way to build and train neural networks for various tasks such as image classification, natural language processing, and speech recognition.

One of the key advantages of PyTorch is its integration with CUDA, a parallel computing platform and API that allows for efficient execution of computations on graphics processing units (GPUs). This enables PyTorch to leverage the computational power of GPUs to accelerate training and inference processes.

PyTorch also supports automatic differentiation, a mathematical technique used in backpropagation to compute gradients and update the parameters of a neural network. This makes it easier to implement complex models and optimize them using gradient-based optimization algorithms such as gradient descent.

The main building block in PyTorch is the tensor, which is a multi-dimensional array that can represent both scalar values and higher-dimensional data. Tensors can be manipulated using a wide range of mathematical operations, similar to NumPy arrays.

To visualize data and results, PyTorch provides integration with popular plotting libraries such as Matplotlib. This allows for the creation of informative and visually appealing graphs and charts.

PyTorch also provides a user-friendly interface for interactive programming and experimentation through Project Jupyter notebooks. This allows users to write and execute code in a convenient and organized manner, making it easier to understand and debug complex models.

In this beginner’s PyTorch tutorial, we will cover the basics of PyTorch, including tensor operations, automatic differentiation, and training a simple neural network. We will also explore common techniques used in deep learning, such as forward pass computation, learning rate adjustment, and statistical classification.

By the end of this tutorial, you will have a solid understanding of the fundamental concepts and tools in PyTorch, and be ready to dive deeper into the world of deep learning and computational science.

To get started with PyTorch, make sure you have it installed on your system. You can find installation instructions and the latest version of PyTorch on the official PyTorch website or on GitHub. Once installed, you can start exploring PyTorch and its capabilities through the provided examples and documentation.

So let’s begin our journey into the world of PyTorch and unlock the potential of deep learning!

Working with Tensors and Autograd

Tensors and autograd are fundamental concepts in PyTorch that you need to understand in order to work effectively with the framework. Tensors are the main data structure in PyTorch, similar to arrays in NumPy but with additional capabilities. Autograd, short for automatic differentiation, is the engine behind PyTorch’s ability to automatically compute gradients for backpropagation.

When working with tensors in PyTorch, you can think of them as multidimensional arrays that can be manipulated using various mathematical operations. Tensors can be created from Python lists, NumPy arrays, or even directly from data stored on a GPU using CUDA. They can represent a wide range of data, from simple scalars to complex data structures like matrices and higher-dimensional arrays.

Autograd is PyTorch’s automatic differentiation engine, which allows you to compute gradients of tensors with respect to other tensors. This is particularly useful in machine learning, where backpropagation is a key step in training artificial neural networks. Autograd keeps track of all the operations performed on tensors and their dependencies, allowing you to easily compute gradients using the chain rule of calculus.

To use autograd, you simply need to set the `requires_grad` attribute of a tensor to `True`. This tells PyTorch to track all operations on that tensor and enable gradient computation. You can then perform forward passes through your neural network, compute the loss function, and call the `backward()` method to compute the gradients. These gradients can then be used to update the weights of your neural network using optimization algorithms like gradient descent.

PyTorch also provides a wide range of mathematical functions and operations that you can perform on tensors. These include basic arithmetic operations like addition, subtraction, multiplication, and division, as well as more advanced functions like sine, cosine, and matrix operations. You can also manipulate the dimensions of tensors, transpose them, and perform other operations to reshape your data.

When working with PyTorch, it is common to use Project Jupyter notebooks to write and execute your code. Notebooks provide an interactive environment where you can write and run code, visualize data using tools like Matplotlib, and document your work. PyTorch integrates seamlessly with Jupyter notebooks, allowing you to easily experiment with different models and algorithms.

Exploring the nn Module

The nn module in PyTorch is a fundamental component for building and training artificial neural networks. It provides a wide range of pre-defined functions and classes that make it easier to create and train neural networks efficiently.

One of the key advantages of using the nn module is that it abstracts away the lower-level details of implementing neural networks, allowing you to focus on the high-level concepts and architecture. It provides a simple and intuitive interface to define and configure your neural network layers, activation functions, and loss functions.

The nn module also takes advantage of the power of modern graphics processing units (GPUs) to accelerate the computations involved in training neural networks. By utilizing GPUs, you can greatly speed up the training process and handle larger datasets.

To get started with the nn module, you need to have a basic understanding of mathematics, including concepts like sine and cosine, derivatives, and functions. You should also be familiar with programming concepts like parameters and floating-point arithmetic.

In PyTorch, neural networks are typically represented as a sequence of layers. Each layer performs a specific computation on the input data, such as matrix multiplication or applying a non-linear activation function. The nn module provides various types of layers, such as linear layers, convolutional layers, and recurrent layers, which you can combine to create complex neural network architectures.

During training, the nn module handles the forward pass, where input data is passed through the network to produce predictions, and the backward pass, where the gradients of the network’s parameters are computed using techniques like backpropagation. These gradients are then used to update the parameters in order to minimize the loss function.

To use the nn module, you need to import it from the torch library. You can then create an instance of a neural network class and define its architecture by adding layers to it. Once the network is defined, you can train it using techniques like stochastic gradient descent and adjust the learning rate to optimize the training process.

Running and Utilizing the Tutorial Code

Once you have gone through the beginner’s PyTorch tutorial and familiarized yourself with the basics, it’s time to put that knowledge into practice by running and utilizing the tutorial code. This hands-on experience will help solidify your understanding and give you the opportunity to experiment with different concepts and techniques.

To begin, make sure you have PyTorch installed on your machine. You can easily do this by following the installation instructions provided in the tutorial. Once PyTorch is successfully installed, you can start running the tutorial code.

The tutorial code is typically provided in the form of Jupyter notebooks, which are interactive documents that allow you to combine code, text, and visualizations. These notebooks are a great way to learn and experiment with PyTorch, as they provide a step-by-step guide and allow you to modify the code to see the effects of your changes.

To run the tutorial code, simply open the Jupyter notebook in your preferred environment. This could be JupyterLab, Jupyter Notebook, or any other environment that supports Jupyter notebooks. Once the notebook is open, you can execute each cell of code by pressing Shift+Enter. This will run the code and display the output, if any.

As you go through the tutorial code, take the time to understand each line and the purpose it serves. This will help you grasp the underlying concepts and make it easier to modify the code to suit your needs in the future. If you encounter any errors or have trouble understanding certain parts of the code, refer back to the tutorial or consult the PyTorch documentation for further guidance.

Utilizing the tutorial code involves more than just running it. It’s about experimenting with different parameters, data, and models to gain a deeper understanding of how PyTorch works. Try tweaking the code to see how it affects the output or performance. Explore different datasets and models to see how they perform in different scenarios. This hands-on approach will help you develop your skills and intuition in using PyTorch for various tasks.

In addition to running and modifying the tutorial code, you can also explore additional resources and examples available on platforms like GitHub. These resources provide a wealth of knowledge and practical examples that can further enhance your learning experience.

December 31, 2023 by David Rivera E-learning Platforms

Free Online Courses with Certificate

Welcome to the world of free online courses with certificates, where learning meets convenience. In this article, we explore the exciting realm of online education, offering you the opportunity to acquire new skills, expand your knowledge, and gain valuable certifications – all from the comfort of your own home. Whether you’re a lifelong learner, a professional seeking career advancement, or simply curious about a new subject, these courses provide a pathway to personal and professional growth. Dive in and discover the endless possibilities that await you in the digital learning landscape.

Benefits of Online Certificates

Online certificates offer numerous benefits for individuals looking to enhance their skills and knowledge in Linux training. These benefits include accessibility, flexibility, cost-effectiveness, and credibility.

One of the main advantages of online certificates is the accessibility they provide. With online courses, individuals can access the materials and lectures from anywhere in the world, as long as they have an internet connection. This makes it convenient for people who have busy schedules or live in remote areas.

Flexibility is another key benefit of online certificates. Learners can complete the courses at their own pace and on their own schedule. This allows them to balance their studies with other commitments, such as work or family responsibilities. Additionally, online courses often offer the option to revisit the materials and lectures whenever needed, providing a convenient way to review and reinforce learning.

Online certificates are also cost-effective. Many online platforms offer free courses with certificates, allowing individuals to gain valuable skills without the financial burden of traditional education. This makes it an attractive option for those who are looking to upskill or change careers without incurring substantial debt.

Finally, online certificates carry credibility. Reputable platforms such as Coursera offer certificates that are recognized and respected by employers and educational institutions. These certificates validate the individual’s knowledge and skills, enhancing their credibility and employability.

Not Sure Where to Begin? Identify Your Goals

When it comes to taking free online courses with certificates, it’s important to have a clear understanding of your goals. Whether you’re interested in Linux training or any other topic, knowing what you want to achieve will help guide you in the right direction.

Start by asking yourself what you hope to gain from the course. Are you looking to acquire new skills for your current job or to boost your resume? Or perhaps you’re seeking personal growth and want to explore a new field. Identifying your goals will help you stay focused and motivated throughout the course.

Next, consider your level of experience and existing knowledge. Are you a beginner looking for an introduction to the subject, or do you have some background and want to deepen your understanding? This will help you choose the appropriate level of course and ensure that you’re challenged but not overwhelmed.

Another important factor to consider is the time commitment. How much time can you realistically dedicate to the course? Some courses require a few hours a week, while others may be more intensive. Be sure to choose a course that fits within your schedule to avoid feeling overwhelmed or rushed.

Lastly, consider the format of the course. Do you prefer a self-paced course where you can learn at your own speed, or do you thrive in a structured environment with deadlines and assignments? Understanding your learning style will help you choose a course that best suits your needs.

By identifying your goals and considering these factors, you’ll be well-equipped to choose the right free online course with a certificate. So take the time to reflect on what you want to achieve and get ready to embark on a valuable learning journey.

Google, Harvard, and Stanford: Renowned Institutions Offering Free Certificates

Google, Harvard, and Stanford logos.

Google, Harvard, and Stanford are renowned institutions that offer free certificates for online courses. These certificates can be a valuable addition to your resume and can help you stand out in the competitive job market. Whether you’re interested in learning about Linux or any other topic, these institutions provide a wide range of courses to choose from.

By taking these online courses, you can gain valuable knowledge and skills in areas such as online advertising, digital marketing, social media marketing, problem solving, critical thinking, data analysis, and more. The courses are designed to be accessible and user-friendly, making it easy for anyone to learn and expand their skillset.

Coursera is a popular platform that offers courses from top universities and organizations around the world. It provides a wide range of courses on topics such as graphic design, data analysis, search engine optimization, artificial intelligence, and more. With Coursera, you can learn at your own pace and earn certificates upon completion.

Taking these free online courses not only helps you gain valuable knowledge and skills, but it also allows you to explore new interests and expand your horizons. Whether you’re a student, professional, or someone looking to enhance their skills, these courses offer a great opportunity to learn and grow.

So why wait? Start exploring the free online courses offered by Google, Harvard, and Stanford today and take a step towards advancing your career and personal development.

LinkedIn, Microsoft, and IBM: Industry Leaders Providing Free Certificates and Badges

LinkedIn, Microsoft, and IBM are industry leaders that are offering free certificates and badges through their online courses. These courses cover a wide range of topics, including Linux training. By taking advantage of these opportunities, individuals can gain valuable skills and enhance their career prospects.

The availability of free online courses with certificates is a great resource for those looking to expand their knowledge and improve their skills. Whether you are a beginner or an experienced professional, these courses provide a flexible and accessible way to learn and earn certification.

Linux training is particularly valuable in today’s digital landscape. Linux is an open-source operating system that powers a significant portion of the internet. By gaining proficiency in Linux, individuals can enhance their understanding of web development, cloud computing, and cybersecurity.

The certificates and badges earned through these courses can be showcased on platforms like LinkedIn, demonstrating to potential employers your dedication to professional growth and your expertise in the field. This can be especially beneficial for those looking to enter or advance in the tech industry.

In addition to LinkedIn, Microsoft, and IBM, there are many other online platforms and institutions that offer free courses with certificates. These courses cover a wide range of topics, from programming languages like Java and Python to digital marketing and project management.

Taking advantage of these free online courses not only allows individuals to acquire new skills but also demonstrates motivation, dedication, and a commitment to lifelong learning. Whether you are looking to enhance your current skill set or pivot into a new career, these courses can provide the knowledge and credentials needed to succeed.

So, if you’re interested in expanding your skill set and taking your career to the next level, explore the free online courses with certificates offered by LinkedIn, Microsoft, and IBM. Gain valuable skills in Linux and other in-demand areas, and showcase your expertise to potential employers. Start your learning journey today and unlock new opportunities for professional growth.

Expand Your Skills with Free Certificates in Digital Marketing and Coding

If you’re looking to enhance your skills in digital marketing and coding, there are plenty of free online courses available that offer certificates upon completion. These courses can provide you with valuable knowledge and credentials to boost your career prospects.

Digital marketing courses cover topics such as online advertising, social media marketing, search engine optimization, and content marketing. These skills are in high demand as businesses increasingly rely on the internet to reach their target audience. By acquiring these skills, you can position yourself as a valuable asset in the world of online marketing.

Coding courses, on the other hand, teach you programming languages like Java and Python, as well as web development and computer science concepts. With the increasing importance of technology in various industries, having coding skills can open up a wide range of job opportunities.

Obtaining a certificate in digital marketing or coding not only demonstrates your proficiency in these areas, but it also shows your motivation and commitment to continuous learning. Employers often value candidates who can demonstrate their skills through certifications.

Many reputable online platforms offer free courses with certificates, such as Coursera, edX, and Udemy. These platforms partner with top universities and industry experts to provide high-quality education. Keep in mind that while the courses are free, there may be a fee for the certificate. However, the investment is worth it considering the value it adds to your resume.

So, if you’re looking to expand your skills in digital marketing or coding, take advantage of these free online courses with certificates. They offer a convenient and cost-effective way to enhance your knowledge and stay competitive in today’s digital world. Start exploring these courses and take your career to the next level.

University Partnerships for Free Online Certificates

University partnerships offer the opportunity to earn free online certificates in various subjects, including Linux training. These partnerships provide access to high-quality educational technology and resources, allowing individuals to enhance their skills and knowledge. By participating in these courses, individuals can develop critical thinking and problem-solving abilities while gaining practical experience in areas such as computer programming, web application development, and graphic design. These certificates can be valuable for individuals looking to enter the job market or advance their careers in fields such as software development, project management, or entrepreneurship.

Additionally, university partnerships often provide a platform for networking and collaboration with professionals and experts in the field. Whether you are a student looking to enhance your academic profile or a professional seeking to expand your skillset, these free online courses with certificates offer a convenient and accessible way to gain the knowledge and expertise needed in today’s digital world.

Access Free Online Certificates from Prestigious Institutions

If you’re looking to enhance your skills and boost your career prospects, taking free online courses with certificates from prestigious institutions is a smart choice. These courses provide you with valuable knowledge and credentials that can make you stand out in today’s competitive job market.

Whether you’re interested in computer programming, language acquisition, or finance, there are a plethora of options available to cater to your specific interests and goals. You can choose from a wide range of subjects, including Java and Python programming languages, accounting and finance, and even artificial intelligence and machine learning.

One of the best things about these courses is that they are accessible to anyone with an internet connection. You can learn from the comfort of your own home at your own pace, making it convenient for busy professionals or those with other commitments.

To access these free online courses, you can visit websites that offer educational technology and resources. These platforms provide a wealth of knowledge and resources, ranging from lectures and readings to interactive exercises and assessments. Some popular online service providers include Coursera, edX, and Khan Academy.

Not only do these courses provide you with knowledge and skills, but they also offer certificates upon completion. These certificates can add credibility to your resume and demonstrate your commitment to continuous learning and professional development.

December 30, 2023 by David Rivera Certification Prep

Kubernetes Administrator Job Description

Welcome to the world of Kubernetes administration! In this article, we will explore the exciting and demanding role of a Kubernetes Administrator. Dive into the details of this job and discover the skills, responsibilities, and challenges that come with being a master orchestrator of containerized applications.

The Role of a Kubernetes Administrator

A Kubernetes Administrator plays a crucial role in managing and maintaining a Kubernetes cluster. They are responsible for ensuring the smooth operation of the cluster, including deploying, scaling, and monitoring applications. They have a deep understanding of Kubernetes architecture and are proficient in troubleshooting and problem-solving. They possess knowledge of various tools and technologies such as Ansible, Nginx, and GitLab, which are essential for managing the cluster effectively.

A Kubernetes Administrator also ensures high availability and security by implementing encryption and Transport Layer Security (TLS). They work closely with DevOps teams to automate processes and ensure scalability.

Benefits and Perks of Being a Kubernetes Developer

Benefits and Perks:

– As a Kubernetes developer, you will have the opportunity to work with cutting-edge technology and be at the forefront of the DevOps revolution.
– Kubernetes is an open-source software framework that helps in the automation and management of containerized applications. By becoming a Kubernetes developer, you gain valuable knowledge and experience in this rapidly growing field.
– The demand for Kubernetes developers is high, which means there are ample job opportunities and competitive salaries available.
– Kubernetes developers often enjoy benefits such as 401(k) plans, life insurance, paid time off, and health insurance, making it a lucrative career choice.
– Additionally, companies often provide training and certification opportunities to further enhance your skills and credibility as a Kubernetes developer.
– Being a Kubernetes developer allows you to work on diverse projects, collaborate with cross-functional teams, and solve complex problems, providing a dynamic and fulfilling work experience.
– Kubernetes developers also benefit from the flexibility and scalability of the platform, as well as its high availability and encryption capabilities, ensuring the security and reliability of applications.
– Furthermore, Kubernetes developers have the opportunity to contribute to the open-source community and gain recognition for their work, while also being part of a diverse and inclusive tech industry that values equal opportunity and affirmative action.

Advancing Your Career in Kubernetes Administration

As a Kubernetes administrator, there are several steps you can take to advance your career. One important aspect is gaining expertise in Linux, as it forms the foundation of Kubernetes administration. Consider enrolling in Linux training courses to enhance your skills and knowledge.

In addition to Linux, it is also beneficial to familiarize yourself with other relevant tools and technologies such as Ansible, GitLab, Nginx, and Transport Layer Security. These tools are commonly used in Kubernetes administration and having proficiency in them will make you a more credible and capable professional.

To stand out in the field, consider obtaining certifications in Kubernetes administration. These certifications validate your understanding and expertise in managing Kubernetes clusters and can greatly enhance your job prospects.

Furthermore, staying updated with the latest developments in the industry is crucial. Keep an eye on emerging trends, attend conferences and webinars, and actively engage with the Kubernetes community. Continuous learning and staying informed will position you as a valuable asset to any organization.

Lastly, networking is key to advancing your career. Connect with professionals in the field, join relevant forums and communities, and participate in discussions. Building a strong professional network can lead to opportunities for career growth and development.

December 22, 2023 by David Rivera IT Job Services

Create Tar Gz File in Linux

Unlocking the simplicity and power of file compression, this article unveils the art of creating Tar Gz files in Linux. Discover the seamless process that empowers you to efficiently bundle and compress your files, streamlining your Linux experience.

Creating and Extracting Tar GZ Files in Linux

In Linux, creating and extracting Tar GZ files is a straightforward process. The Tar command is used to create an archive file, while the Gzip command is used to compress the file. To create a Tar GZ file, use the following command:

tar -czvf filename.tar.gz directory

Replace filename.tar.gz with the desired name for your Tar GZ file and directory with the location of the files you want to include in the archive. This will create a compressed Tar GZ file.

To extract the contents of a Tar GZ file, use the following command:

tar -xzvf filename.tar.gz

Replace filename.tar.gz with the name of the Tar GZ file you want to extract. This will extract the files and directories from the archive.

Understanding Tar GZ Files and Their Uses in Linux

Tar GZ files, also known as tarballs, are a popular file format used in Linux. They combine multiple files and directories into a single archive file, making it easier to transfer or store data.

The “tar” command is used to create tar archives, and the “gzip” command is used to compress them. When these commands are combined, a tar GZ file is created.

To create a tar GZ file in Linux, you can use the following command:

tar -czvf .tar.gz

This command will create a tar GZ file with the specified filename and compress the contents of the specified directory. The resulting file can be easily shared or stored.

Tar GZ files are commonly used for backups, software distribution, and file compression. They offer efficient data compression and preserve directory structures.

Creating Compressed Archive Files in Linux

To create a compressed archive file in Linux, you can use the “tar” command. Tar is a widely used utility for creating and extracting archive files. One of the most common compression formats used with tar is “gz”, which stands for gzip. The “.tar.gz” file extension is commonly used for these compressed archive files.

To create a tar gz file, you can use the following command:

tar -czvf filename.tar.gz directory

Replace filename.tar.gz with the desired name for your compressed archive file and directory with the directory you want to compress.

This command will create a new tar gz file with the specified name and compress the contents of the specified directory into it. The resulting file can be easily transferred or stored, as it takes up less space due to compression.

December 21, 2023 by David Rivera IT Tools

IT Quiz Questions

Welcome to the world of IT Quiz Questions, where curiosity meets technology! In this article, we will dive into a collection of mind-boggling questions that will challenge your knowledge and tickle your tech-savvy side. So, gear up and get ready to test your IT prowess in this exciting quiz. Let’s embark on a journey of discovery and unravel the mysteries of the digital realm – are you up for the challenge?

Milestones in Information Technology

– Computer network: The development of computer networks revolutionized the way information is shared and accessed. It allowed for seamless communication and collaboration between computers and devices.

– Search engine: The advent of search engines like Archie and later Google transformed the way we find information on the internet. They made it easier to search for specific topics and access relevant resources.

– Local area network (LAN): LANs enabled the creation of small-scale networks within a limited area, such as a home or office. This allowed for the sharing of resources like printers and files among connected devices.

– Web browser: Web browsers like Mosaic and later Internet Explorer and Google Chrome provided a graphical interface to access and navigate the World Wide Web. They made it easier for users to browse websites and interact with online content.

– Internet: The internet itself is a major milestone in IT. It connects millions of computers and devices worldwide, enabling global communication and access to a vast amount of information.

– Internet Protocol version 4 (IPv4): IPv4 addresses are used to identify and locate devices on the internet. However, with the increasing number of internet-connected devices, the exhaustion of IPv4 addresses became a challenge, leading to the development of IPv6.

– Computer virus: The rise of computer viruses highlighted the need for cybersecurity measures. These malicious programs can damage or disrupt computer systems, emphasizing the importance of antivirus software and secure practices.

– Blockchain: Blockchain technology introduced the concept of decentralized and transparent record-keeping. It is most commonly associated with cryptocurrencies like Bitcoin, but has potential applications in various industries.

– Telecommunications: The development of telecommunications technology, including the telephone and Voice over IP (VoIP), revolutionized long-distance communication. It allowed for real-time voice conversations over the internet.

– Software: Application software plays a crucial role in IT, enabling users to perform specific tasks on their computers or devices. From word processors to video games, software enhances productivity and entertainment.

– Information technology: The field of IT encompasses the design, development, and management of computer systems and networks. It has transformed the way we store, process, and access information.

These milestones in information technology have shaped the digital landscape and continue to drive innovation and progress. Understanding these key developments can provide a solid foundation for anyone considering Linux training and a career in IT.

Exploring Cryptocurrency and Digital Transactions

Bitcoin symbol

In the world of IT, understanding cryptocurrency and digital transactions is becoming increasingly important. Whether you’re a beginner or an experienced IT professional, having knowledge in this area can open up new opportunities for you.

Cryptocurrency is a digital or virtual form of currency that uses cryptography for secure transactions. It operates independently of a central bank and is decentralized, meaning it is not controlled by any government or financial institution. Some popular cryptocurrencies include Bitcoin, Ethereum, and Litecoin.

Digital transactions, on the other hand, refer to any type of transaction that is conducted online or through digital means. This can include online banking, shopping, and even transferring money through mobile apps.

Having a good understanding of cryptocurrency and digital transactions can be beneficial in various industries. For example, many businesses are now accepting cryptocurrency as a form of payment, so having knowledge in this area can make you more marketable.

Additionally, understanding digital transactions can help you navigate the world of e-commerce and online banking, which are becoming increasingly popular.

To gain a deeper understanding of cryptocurrency and digital transactions, it may be helpful to explore topics such as blockchain technology, digital wallets, and the security measures in place to protect these transactions.

There are numerous resources available online to help you learn more about these topics. You can find articles, videos, and tutorials that provide in-depth explanations and examples.

If you’re looking to enhance your IT skills, consider taking Linux training. Linux is an open-source operating system that is widely used in the IT industry. It is known for its stability, security, and flexibility.

By gaining proficiency in Linux, you can increase your job prospects and open doors to new career opportunities. Linux training courses are available both online and in-person, and they cover a range of topics, from basic system administration to advanced networking.

The Evolution of Communication Technology

Typewriter

One significant advancement in communication technology is the development of the internet. The internet has transformed the way we access information and communicate with others. It has given rise to various technologies such as search engines, web browsers, and email. Search engines like Google and Bing have made it easier for us to find information, while web browsers like Internet Explorer and Mosaic have allowed us to navigate the World Wide Web.

Another important advancement in communication technology is the development of wireless communication. Technologies like Bluetooth have made it possible for us to connect devices wirelessly, while Voice over IP (VoIP) has revolutionized the way we make phone calls by using the internet instead of traditional telephone lines.

The development of computer networks has also played a significant role in communication technology. Local area networks (LANs) and Ethernet have allowed for the sharing of information and resources within a specific area, while protocols like the Internet Protocol version 4 (IPv4) and IPv6 have enabled the transmission of data over the internet.

The evolution of communication technology has also brought about new challenges, such as the proliferation of computer viruses and malware. These threats have highlighted the importance of computer security and the need for individuals to stay vigilant and protect their devices.

December 12, 2023 by David Rivera Learning Resources

Beginner AI Courses

Welcome to the world of Artificial Intelligence! In this article, we will explore some of the best beginner AI courses available, designed to help you embark on an exciting journey into the realm of intelligent machines.

Introduction to AI for Beginners

If you’re a beginner interested in artificial intelligence (AI), there are several beginner AI courses that can help you get started on your learning journey. These courses are designed to introduce you to the fundamentals of AI and provide you with a solid foundation to build upon.

One popular beginner AI course is taught by Andrew Ng on the Coursera platform. This course covers a wide range of topics, including neural networks, machine learning, and deep learning. It also provides hands-on experience with tools like TensorFlow, which is a popular framework for building AI models.

Another beginner AI course that you might find helpful is offered by IBM on their cloud computing platform. This course covers topics like natural language processing, computer vision, and data mining. It also provides practical examples and exercises to help you apply what you’ve learned.

In addition to these courses, there are also beginner AI courses that focus on specific areas like data analysis, data visualization, and programming. These courses can help you develop the skills you need to work with big data, analyze complex datasets, and build AI models.

No matter which beginner AI course you choose, it’s important to approach your learning with a growth mindset. AI is a rapidly evolving field, and there is always something new to learn. By taking the time to invest in your education and develop your skills, you can position yourself for success in this exciting and in-demand field.

Generative AI Learning Path

The courses in this learning path also delve into important areas such as data and information visualization, data mining, and data analysis. Learners will also learn about programming languages like Python and software tools like IBM Watson. The path also covers topics like statistical learning theory, cloud computing, and computer network.

By completing this learning path, learners will not only acquire the technical skills needed for AI development but also gain a deep understanding of the applications of AI in various fields such as finance, accounting, project management, and marketing. This knowledge will help learners make informed decisions and contribute to the development of innovative AI solutions.

Whether you are a student looking to kickstart your AI journey or a professional seeking to enhance your skills, the Generative AI Learning Path is a valuable resource that will equip you with the knowledge and tools necessary to excel in the field of artificial intelligence. Start your AI journey today and unlock the potential of this rapidly evolving technology.

AI for Business Specialization

Through this specialization, you will gain a solid foundation in key AI concepts and techniques that are essential for success in the business world. You will learn about the fundamentals of neural networks, the power of big data, and the applications of AI in areas such as natural language processing and computer vision.

The course also covers data and information visualization, teaching you how to effectively present and communicate your findings. You will also delve into the world of data science and computer programming, acquiring the necessary skills to work with AI software and analyze data.

Throughout the course, you will have the opportunity to learn from industry experts and practitioners, including renowned AI researcher Andrew Ng. You will also have the chance to apply your newfound knowledge to real-world business scenarios, further enhancing your learning experience.

By the end of this specialization, you will have a strong understanding of AI concepts and their practical applications in a business setting. Whether you are interested in finance, marketing, or project management, this course will equip you with the skills and knowledge needed to leverage AI for success in your chosen field.

Ethics of AI in Today’s World

When diving into beginner AI courses, it is essential to learn about the ethical frameworks that guide AI development. This includes understanding the importance of transparency, fairness, and accountability in AI algorithms and systems. It is also crucial to explore the potential societal impacts and implications of AI technologies, such as job displacement and economic inequality.

Additionally, considerations of data ethics are crucial in AI development. This involves understanding how data is collected, stored, and used, as well as the potential biases and privacy concerns that may arise. Learning about data science and data governance will provide a foundation for making ethical decisions when working with AI systems.

Furthermore, learning about the legal and regulatory aspects of AI is essential. Familiarizing oneself with relevant laws and regulations, such as data protection and privacy laws, can help ensure compliance and ethical use of AI technologies. It is also important to consider the potential ethical implications of AI in areas such as healthcare, where decisions made by AI systems can have life-altering consequences.

As you embark on your journey into beginner AI courses, keep in mind the importance of ethical considerations. By understanding and applying ethical frameworks, considering data ethics, and staying informed about legal and regulatory aspects, you can contribute to the responsible development and deployment of AI technologies.

Exploring Big Data and AI Ethics

Article Title	Beginner AI Courses
Topic	Exploring Big Data and AI Ethics

December 6, 2023 by David Rivera Admin Training