Flutter

Requirement Python for Machine Learning

1. Python Machine Learning By Example Second Edition

Python Machine Learning with Example
Chapter Title
Chapter 2 Exploring the 20 Newsgroups Dataset with Text Analysis Techniques
Chapter 3 Mining the 20 Newsgroups Dataset with Clustering and Topic Modeling Algorithms
Chapter 4 Detecting Spam Email with Naive Bayes
Chapter 5 Classifying Newsgroup Topics with Support Vector Machines
Chapter 6 Predicting Online Ad Click-Through with Tree-Based Algorithms
Chapter 7 Predicting Online Ad Click-Through with Logistic Regression
Chapter 8 Scaling Up Prediction to Terabyte Click Logs 234 Learning the essentials of Apache Spark
Chapter 9 Stock Price Prediction with Regression Algorithms 262 Brief overview of the stock market and stock prices 263 What is regression?

2. Practical Machine Learning with Python

Practical Machine Learning with Python
Chapter Title
Chapter 4 Feature Engineering and Selection
Chapter 5 Building, Tuning, and Deploying Models
Chapter 6 Analyzing Bike Sharing Trends
Chapter 7 Analyzing Movie Reviews Sentiment
Chapter 8 Customer Segmentation and Effective Cross Selling
Chapter 9 Analyzing Wine Types and Quality
Chapter 10 Analyzing Music Trends and Recommendations
Chapter 11 Forecasting Stock and Commodity Prices
Chapter 12 Deep Learning for Computer Vision