python for data science - Paperback

by Tony F. Charles (Author)

Are you looking for a beginners guide?

Do you want to learn how to use python for beginners in a simple way?

Do you want to enter into the new world of Python for beginners in an efficient and effective way?

This book will teach you the basics as well as the advanced concepts of computers and programming. The gaming industry is growing rapidly and Python offers a lot of libraries to create games. Many tech giants rely on Python to deliver world-class applications.

• Python setup
• Anaconda
• Winpython
• Data science packeges
• Jupyter
• Data munging with pandas
• The process
• Importing datasets
• Data preprocessing
• The data science pipeline
• Principal component analysis
• Supervised learning algorithms
• Analyzing big data
• Neural networks structures
• Classification and regression trees
• The overfitting problem
• New features
• Na ve bayes classifier
• Linear regression
• Logistic regression
• Support vector machine
• Applications in the real world
• Pruning
• Data selection