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Course Overview
Exploring Data
Spyder IDE
Data Collection and Treatment
Data Preparation
Dataset Cleaning
Random Forest Model
Supervised Learning Algorithms
Random Forest for Regression
Support Vector Machines
Classifying Cakes
Handwritten Digits Recognition
Natural Language Processing
Web Scraping
Processing Webpage Content
Advanced NLP
Sentiment Analysis
Text Classification
Snake Game
Snake Game Setup
Snake Game AI
Neuroblast Game
Neuroblast Game Setup
NeuroBlast Game AI
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NeuroBlast Game Neural Network AI
Teacher Resources
Machine Learning and AI with Python
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Course Overview
Day 2 Afternoon : Support Vector Machines
Session Plan
Lesson 1: Support Vector Machines
Lesson 2: Handwritten Digit Recognition
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