Data Analysis From Scratch With Python: Step By Step Guide
By 作者: Peters Morgan
ISBN-10 书号: 1721942815
ISBN-13 书号: 9781721942817
Edition 版本: 1
Release Finelybook 出版日期: 2016-06-25
pages 页数: 166
Are you thinking of becoming a data analyst using Python?
If you are looking for a complete guide to data analysis using Python language and its library that will help you to become an effective data scientist, this book is for you.
From AI Sciences Publisher Finelybook 出版社
Our books may be the best one for beginners; it’s a step-by-step guide for any person who wants to start learning Artificial Intelligence and Data Science from scratch. It will help you in preparing a solid foundation and learn any other high-level courses. To get the most out of the concepts that would be covered, readers are advised to adopt hands on approach, which would lead to better mental representations.
Step By Step Guide and Visual Illustrations and Examples
The Book give complete instructions for manipulating, processing, cleaning, modeling and crunching datasets in Python. This is a hands-on guide with practical case studies of data analysis problems effectively. You will learn pandas, NumPy, IPython, and Jupiter in the Process.
This book is a practical introduction to data science tools in Python. It is ideal for analyst’s beginners to Python and for Python programmers new to data science and computer science. Instead of tough math formulas, this book contains several graphs and images.
What’s Inside This Book?
Why Choose Python for Data Science & Machine Learning
Prerequisites & Reminders
Python Quick Review
Overview & Objectives
A Quick Example
Getting & Processing Data
Supervised & Unsupervised Learning
Simple Linear Regression
Multiple Linear Regression
Decision Tree Classification
Random Forest Classification
Goals & Uses of Clustering
Association Rule Learning
What is Reinforcement Learning
Comparison with Supervised & Unsupervised Learning
Applying Reinforcement Learning
An Idea of How the Brain Works
Potential & Constraints
Here’s an Example
Natural Language Processing
Analyzing Words & Sentiments
Model Selection & Improving Performance
Sources & References
Data Analysis From Scratch With Python Step By Step Guide 9781721942817.epub
Data Analysis From Scratch With Python Step By Step Guide 9781721942817.pdf