Beyond Personalization: How LLMs are Revolutionizing Recommendation Systems
We learn how the large language models (LLMs) are shifting the recommendation systems (RecSys) landscape with a particular attention on the P5 model.
iSquared | Blog
Website to perceive science through interesting visualisations. It explains and implements the visualised concepts in Python and Javascript
Latest posts
Batch vs Layer Normalization in Deep Neural Nets. The Illustrated Way!
We learn the difference between the batch and the layer normalization techniques with illustrations. We also provide a Python implementation using PyTorch of the batch and layer normalizations
The 100-page ChatGPT Generated Python Tutorial For Absolute Beginners
Using ChatGPT to make PYthon tutorial for beginners
Track the CO2 emissions of your Python code the same way you time it. Here is how!
Learn how to track and measure the CO2 emissions released during the training process of a Keras neural network using the open-source Python library CodeCarbon
Neural Networks Hyperparameter Search, the Visualized Way
We learn how to build a simple model in Keras and track its performance as a function of its hyperparameters. In end we use HiPlot to make interactive visualization of the hyperparameters
Simple but Stunning: Animated Cellular Automata in Python
We learn the concept of the cellular automata through illustrated examples and provide an implementation and animation in Python with Matplotlib
The new normal that changes the way we do AI. Here is how, with illustrated examples
We learn about the BERT model in AI, and how and why it is important to adopt it
Integrals are Fun: Illustrated Riemann-Stieltjes Integral
We learn about the Riemann-Stieltjes Integral through illustrated examples enriched with Python implementations.
The Delicacy of Data Augmentation in Natural Language Processing
Learn the different techniques on how to augment any NLP data using some simple techniques
Animate Your Own Fractals in Python with Matplotlib
Discover the bizarre geometry of the fractals and learn how to make an animated visualization of these marvels using Python and the Matplotlib's Animation API.