Chapter 1: Introduction to Data Science
Introduction to Data Science, as if I’m your mentor sitting next to you in Airoli (maybe grabbing some vada pav during a break). I’ll speak casually but clearly, use everyday examples, real 2026 realities...
Category: Data Science
Chapter 2: Programming Foundations
Programming Foundations explained in full detail, just like we’re sitting together in Airoli with your laptop open, me guiding you line by line, chai in hand. I’ll talk like your patient teacher who’s been...
Chapter 3: Mathematics & Statistics for Data Science
Mathematics & Statistics for Data Science, explained like we’re sitting in your favorite spot in Airoli — maybe near that small park with the breeze — and I’m your teacher drawing on a notebook...
Chapter 4: Data Manipulation & Analysis
Data Manipulation & Analysis, explained in full detail like we’re in a cozy café in Airoli — laptop open, me pointing at code cells in Jupyter Notebook, and explaining step by step why each...
Chapter 5: Data Visualization & Storytelling
Data Visualization & Storytelling, explained like we’re chilling in a Hyderabad café (maybe near Hi-Tech City), screens open, me walking you through code cells in Jupyter while sipping filter coffee. I’ll teach this chapter...
Chapter 6: SQL for Data Science
SQL for Data Science, explained like we’re sitting together in Airoli (maybe at that quiet café near the station with good AC), laptop open, me running queries live on BigQuery or PostgreSQL while you...
Chapter 7: Exploratory Data Analysis + Feature Engineering (Combined Project Phase)
Exploratory Data Analysis + Feature Engineering (Combined Project Phase), explained like we’re sitting side by side in Airoli — your laptop on one side, mine on the other, Jupyter Notebook open, chai getting cold...
Chapter 8: Machine Learning Fundamentals
Machine Learning Fundamentals, explained like we’re back in that Airoli café — screens side by side, me running code cells live while you ask questions. This is the chapter where we finally build and...
Chapter 9: Advanced Machine Learning
Advanced Machine Learning, explained like we’re deep into a late-night coding session in Airoli — your Jupyter notebook glowing, me walking you through each concept with real code snippets using the Telco Customer Churn...
Chapter 10: Deep Learning & Neural Networks
Deep Learning & Neural Networks, explained like we’re huddled over your laptop in Airoli at 5:30 PM on a January evening in 2026 — the sky outside is already dark, chai is steaming, and...
