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Beginner34 min read

🔥 Featured Content

TensorFlow Made Simple: AI for Everyone

An accessible, deep-dive guide making TensorFlow easy to understand for everyone, from absolute beginners to curious developers.

Ali NawazSep 7

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Top Picks

Beginner9 min read

What is Google Gemini? A Simple Guide

A simple and comprehensive guide to understanding Google's powerful multimodal AI model, Gemini.

Ali NawazAug 28

Beginner13 min read

Google Colab: Your Powerful, Free Computer in the Cloud

Learn how to use Google Colab to access free GPUs and TPUs for your data science projects.

Ali NawazAug 30

Beginner19 min read

Kaggle for Beginners: Learn Data Science for Free

Discover how Kaggle can help you learn data science through competitions, datasets, and courses.

Ali NawazSep 3

Start Learning

Beginner4 min read

What Exactly is Machine Learning?

ML Simplified Day 1: A beginner-friendly introduction to what Machine Learning actually is.

Ali NawazAug 18

Beginner3 min read

The Fuel of AI: Why Data is Everything

ML Simplified Day 2: Understanding the critical role of data in powering Artificial Intelligence.

Ali NawazAug 19

Beginner3 min read

Building Our First Model with Keras

ML Simplified Day 3: A step-by-step guide to building your first neural network model using Keras.

Ali NawazAug 20

Practical Guides

Intermediate4 min read

What Is JAX? A Friendly Introduction for ML Beginners

A friendly and approachable introduction to JAX for those new to Machine Learning frameworks.

Ali NawazSep 10

Intermediate6 min read

Your First Guide to JAX: NumPy with Superpowers

Understand how JAX extends NumPy with hardware acceleration and automatic differentiation.

Ali NawazOct 26

Intermediate5 min read

Why JAX Exists: The Need for Speed and Simplicity in ML

Exploring the motivations behind JAX and why speed and simplicity are crucial in modern ML.

Ali NawazNov 1

Intermediate6 min read

JAX vs. TensorFlow vs. PyTorch: A Deeper Look for Beginners

A comparative analysis of JAX, TensorFlow, and PyTorch to help beginners choose the right tool.

Ali NawazNov 2

Advanced4 min read

Why JAX Thinks Differently: The Functional Mindset Behind its Power

Delving into the functional programming mindset that gives JAX its unique power and flexibility.

Ali NawazDec 5

Advanced4 min read

How JAX Compiles Your Code: The Secret Relationship Between JAX and XLA

Uncovering the compilation process of JAX and how it leverages XLA for high performance.

Ali NawazDec 7

Advanced4 min read

How Flax Modules Work Internally: The Design Choice That Keeps JAX Functional

A deep dive into Flax modules and the design choices that maintain JAX's functional purity.

Ali NawazDec 25

Advanced4 min read

What the Compact API in Flax Really Does

Explaining the Compact API in Flax and how it simplifies parameter creation while staying functional.

Ali NawazDec 27

Advanced4 min read

jit, grad, and vmap in JAX

Understanding the core transformations in JAX: jit, grad, and vmap, and the simple idea behind them.

Ali NawazJan 26