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Python

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Don’t Struggle with Kaggle: Build your First Data Science Project!

2025-10-19T18:41:32+00:00

Are you a beginner wanting to start your very first data science or machine learning project, but don’t have the right hardware or enough storage capacity? Well, Kaggle is the perfect platform to start your journey!  What is Kaggle? Kaggle is a powerful web-based platform that provides opportunities for data scientists/analysts and machine learning enthusiasts to collaborate with the community, find and publish datasets, and grow their skills through competitions.  Why Kaggle? Just like Google Colab, this platform provides cloud-based notebooks so you can run your code directly without installing Python, Jupyter or other heavy dependencies/libraries. Kaggle also offers GPU [...]

Don’t Struggle with Kaggle: Build your First Data Science Project!2025-10-19T18:41:32+00:00

Data Preprocessing Guide for Beginners in ML

2025-10-10T07:06:08+00:00

Before machine learning (ML) models can generate predictions or insights, the raw data must first be cleaned, organized, and transformed into a suitable format for the model. This process is known as data preprocessing. It is the foundation of every successful ML project. It ensures that the model learns from high-quality, consistent, and well-structured input rather than noisy, incomplete, or biased information. In this hands-on guide, we’ll walk through how to transform a raw Kindle eBook dataset from Kaggle into machine learning-ready data using Google Colab, a free cloud-based environment that allows you to write and execute Python code directly [...]

Data Preprocessing Guide for Beginners in ML2025-10-10T07:06:08+00:00

Career Shift to Cloud Engineering: The Skills I’m Learning First

2025-09-20T12:04:51+00:00

When I first decided to shift my career to cloud engineering, I had zero tech background. I didn’t study IT, didn’t know programming, and felt completely lost when terms like Linux, Python, SQL, and GitHub started popping up everywhere. At first, I even questioned whether I could really do this. But here’s the truth: you don’t need to be a genius to learn cloud engineering. You just need curiosity, consistency, and the right tools to practice hands-on. For me, two resources made all the difference: TechKubo, which offers browser-based playgrounds for Linux, Python, and SQL, and Tutorials Dojo, which provides [...]

Career Shift to Cloud Engineering: The Skills I’m Learning First2025-09-20T12:04:51+00:00

Your First “Hello World” on the Cloud with Beam

2025-08-14T07:21:43+00:00

Get your laptop or PC ready since we'll be making your computer send its first "Hello World" message from the cloud. Woot woo~ It won’t be AWS today, neither Azure nor Google Cloud Platform, but… Beam! (only if you’ve ever heard of it) So Beam connects the code you write on your local machine to the servers in the cloud. You get to write standard Python, but when you're ready to run it, Beam sends it to a remote server to do the nitty-gritty work. It handles all the complicated cloud setup for you, so you can focus on what [...]

Your First “Hello World” on the Cloud with Beam2025-08-14T07:21:43+00:00

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