Python Artificial Intelligence Projects for Beginners

Python Artificial Intelligence Projects for Beginners

Series from 2017

Series from 2017

Broadcast info
Genres: Special Interest

Artificial Intelligence (AI) is one of the hottest fields in computer science right now and has taken the world by storm as a major field of research and development.

Python has surfaced as a dominate language in AI programming because of its flexibility. Built for rookie AI enthusiasts across eight realistic projects, this course covers modern techniques that make up the world of AI.

Share on
Share on Facebook
Facebook
X
Share on E-mail
E-mail

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