2024

• 01 Oct Getting Started with NLP | A Journey from RNNs to Transformers
• 13 Sep Singular Value Decomposition (SVD)
• 01 Sep Guide to Installing Apache Cassandra on Ubuntu
• 31 Aug Jupyter Lab Installation on Ubuntu
• 30 Aug Apache Kafka on Ubuntu | Architecture, Installation, and Usage

2023

• 12 Nov Exploring Apache Cassandra | Core Theoretical Concepts
• 24 Oct Logging instead of Print Statements!
• 28 Sep Deep Dive into Densely Connected Convolutional Networks (DenseNet)
• 19 Sep Deep Dive into Convolutional Neural Networks (CNNs)
• 11 Aug Classification Evaluation Metrics in Machine Learning
• 08 Jul Decision Trees | Growing Your Way to Smarter Decisions
• 29 Jun Apriori Algorithm from Scratch | Building a Netflix Film Recommendation System
• 17 Jun K-means Clustering
• 18 Apr Naive Bayes Simplified | From Theory to Code
• 06 Apr Your Friendly Neighborhood Algorithm is KNN
• 10 Mar When Simplicity Meets Power | Linear Models
• 09 Mar A Modern Guide | Linearity and Non-Linearity in Machine Learning

2022

• 30 Dec Essential Python Libraries for Data Science and Machine Learning
• 20 Dec Understanding Pip | Python’s Package Manager
• 10 Dec How to Install Python 3.9 on Windows | A Step-by-Step Guide