Curriculum
- 3 Sections
- 28 Lessons
- Lifetime
Expand all sectionsCollapse all sections
- Overview of Project10
- 1.1Introduction [with Video]5 Minutes
- 1.2Project Scope and Objectives6 Minutes
- 1.3How to Go About3 Minutes
- 1.4Study Along2 Minutes
- 1.5Use of ChatGPT2 Minutes
- 1.6Project Code2 Minutes
- 1.7Setting up your Project Development Environment3 Minutes
- 1.8Setting up your Local (Laptop/Desktop) Environment6 Minutes
- 1.9EDA QuizCopy10 Minutes10 Questions
- 1.10Learning Resources [PDFs]
- Exploratory Data Analysis (EDA) Phase6
- Machine Learning Model Building13
- 3.2Model Building – Study8 Minutes
- 3.3Pre-knowledge Requirements5 Minutes
- 3.4Model Building Steps6 Minutes
- 3.5Naive Bayes Intro [with Video]10 Minutes
- 3.6Understanding Naive Bayes [with Video]12 Minutes
- 3.7Naive Bayes Concepts [Video]20 Minutes
- 3.8Decision Tree Concepts [Video]20 Minutes
- 3.9Classification Errors and Metrics [Video]10 Minutes
- 3.10Experiment 1: Naive Bayes Algorithm – Coding [with Video]10 Minutes
- 3.11Understanding Decision Tree [with Video]5 Minutes
- 3.12Experiment 2: Decision Tree – Coding [with Video]10 Minutes
- 3.13Conclusion6 Minutes
- 3.14Project Code10 Minutes