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Python Artificial Intelligence Projects for Beginners

Video Introducing this tutorial

The Course Overview
Classification Overview and Evaluation Techniques
Decision Trees
Prediction with Decision Trees and Student Performance Data
Random Forests
Predicting Bird Species with Random Forests
The Problem of Text Classification
Detecting YouTube Comment Spam with Bag of Words and Random Forests
Word2Vec Models
Detecting Positive/Negative Sentiment in User Reviews
Neural Networks
Identifying the Genre of a Song Using Audio Analysis and Neural Networks
Revising the Spam Detector to Use Neural Networks
Overview of Deep Learning and Convolutional Neural Networks
Identifying Handwritten Mathematical Symbols with Convolutional Neural Networks
Revising the Bird Species Identifier to Use Images

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