Blog 📝

This section contains longer and thoroughly elaborated blog posts. The posts cover topics in Machine Learning, Mathematics, Data Science and Visualization.

Each blog contains a detailed explanation of the covered topic. This usually incldues annotated equations, sketches, plots and animated visualizations. Moreover, there is a Python or Javascript open-source implementation.

Beyond Personalization: How LLMs are Revolutionizing Recommendation Systems

13 minute read

Walkthrough over the recommendation system landscape using LLMs

Batch vs Layer Normalization in Deep Neural Nets. The Illustrated Way!

3 minute read

Intuitive illustration of the batch and layer normalization techniques in neural networks with PyTorch implementation

The 100-page ChatGPT Generated Python Tutorial For Absolute Beginners

1 minute read

How I used ChatGPT to generate a tutorial for Python beginners

Track the CO2 emissions of your Python code the same way you time it. Here is how!

5 minute read

Estimating your Python code CO2 emissions was never easier using tools like CodeCarbon

Neural Networks Hyperparameter Search, the Visualized Way

6 minute read

Track and visualize Machine Learning experiments using HiPlot Parallel Coordinates Plot in Python

Simple but Stunning: Animated Cellular Automata in Python

8 minute read

Illustration, implementation and animation of the elementary cellular automata in Python with Matplotlib

The new normal that changes the way we do AI. Here is how, with illustrated examples

13 minute read

Illustrated examples on how and why to use and adopt the BERT-like models

Integrals are Fun: Illustrated Riemann-Stieltjes Integral

6 minute read

Illustrated examples of the Riemann-Stieltjes Integration in Python with Matplotlib

The Delicacy of Data Augmentation in Natural Language Processing

5 minute read

Explore how to overcome the difficulties of data augmentation in NLP

Animate Your Own Fractals in Python with Matplotlib

9 minute read

What are Fractals and How to Make Your Own

Integrals are Easy: Visualized Riemann Integration in Python

6 minute read

Animated Visualization of the Riemann Numerical Integration in Python with Matplotlib

Forget Determinism, see Randomness in Action: How to Model Stock Price

7 minute read

Geometric Brownian Motion in Python with Matplotlib

Random Walks Have Never Been Funnier: Drifted Brownian Motion in Python

5 minute read

Simulation and Animation of Brownian Motion with Drift and Volatility in Python with Matplotlib

Animated Visualization of Brownian Motion in Python

8 minute read

Animation and visualization of Brownian Motion in Python with Matplotlib

Animated Visualization of Random Walks in Python

7 minute read

Animation and visualization of random walks with Matplotlib in Python

JavaScript: Graph Visualization using Cytoscape JS

7 minute read

Hands-on experience with Cytoscape JS

JavaScript: Discover the Graph-Visualization Ecosystem

7 minute read

Overview of the JavaScript Graph-Visualization libraries

JavaScript: Discover Different Visualization Tools - Part 1

10 minute read

Overview of the JavaScript charting libraries with a hands-on experience

The importance of interactive data visualization

10 minute read

Hands-on experience with D3.js to create a Parallel Coordinates plot

Why doing Hackathons

5 minute read

How participation in Hackathons can be beneficial for you.

Intro to Goal-Oriented (GO) Dialogue Systems

4 minute read

Demystifying GO Chatbots

GSoC Final Submission

1 minute read

GSoC ‘17 has ended. Time for the last submission.

Deep Learning Module in TMVA

3 minute read

The development of a Deep Learning Module in TMVA

Google Summer of Code ‘17

2 minute read

Accepted for the Google Summer of Code ‘17 for CERN-HSF