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Tech Learning

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My First Exposure to Machine Learning with PyTorch

2026-06-13T04:24:21+00:00

If you have ever opened a machine learning tutorial and felt like you were reading a math and statistics textbook, you are not alone. I spent months telling myself I would “get into AI eventually”, until I finally arrived at my breakthrough. This is not a textbook breakdown of deep learning theory, but rather a practical journey. This is the honest account of a computer science student learning Machine Learning with PyTorch for the first time and trying to make sense of it all. What Is Machine Learning? Before writing a single line of code, I had to understand what [...]

My First Exposure to Machine Learning with PyTorch2026-06-13T04:24:21+00:00

What Tutorials Don’t Teach About Real-World Systems

2026-06-09T14:37:59+00:00

The gap between tutorial projects vs real-world systems is something many aspiring IT professionals eventually encounter. Whether you're exploring cloud computing, software development, cybersecurity, artificial intelligence, or DevOps, tutorials provide a structured way to learn new concepts and technologies. They teach us how to deploy applications, connect databases, configure services, and build functional solutions. By the end of a tutorial, everything usually works as intended. The application runs successfully, the deployment completes without errors, and the expected output appears on the screen. However, stepping into real-world environments reveals a different reality. During my own learning journey as a student and [...]

What Tutorials Don’t Teach About Real-World Systems2026-06-09T14:37:59+00:00

The Reality of Learning Tech: Mental Health, Pressure, and Growth

2026-05-04T09:53:38+00:00

Learning technology is often described as exciting. It offers new skills, new opportunities, and a clear path forward. However, mental health in tech is often overlooked. But for many people, that journey does not always feel that way. Over the past year, while trying to grow in tech, I have also been navigating personal mental health challenges. There were days when learning something new was not just about understanding concepts. It was about finding the energy to even begin. This experience made me realize that learning in tech is not just about building skills. It is also about managing the [...]

The Reality of Learning Tech: Mental Health, Pressure, and Growth2026-05-04T09:53:38+00:00

AWS, Azure, and GCP Certifications are consistently among the top-paying IT certifications in the world, considering that most companies have now shifted to the cloud. Upskill and earn over $150,000 per year with an AWS, Azure, or GCP certification!

Follow us on LinkedIn, Facebook, or join our Slack study group. More importantly, answer as many practice exams as you can to help increase your chances of passing your certification exams on your first try!