Learning AI is easy ⅠV - Exploring huge amounts of data - Insights into the secrets of big data
Chapter 1 The Rise and Growth of Big Data
1-1 What is Big Data?
1-2 The structure of big data
Chapter 2 Data Exploration of Massive Data
2-1 Search Trends
2-2 Network Thermometer
2-3 Web crawler and social intelligence exploration implementation
Chapter 3 Digital Footprint Mastery
3-1 Network traffic analysis
3-2 Mobile Traffic Analysis
3-3 Scan code traffic analysis
Chapter 4: Big Data Processing and Management
4-1 Massive Data Storage - Structured Database
4-2 Massive Data Storage - Unstructured Database
4-3 Evolution and Definition of Cloud Storage and Computing
4-4 Big Data Security and Ethics
Chapter 5 Visual Analysis of Massive Data
5-1 Case Study of Big Data Visualization
5-2 Using Tableau to implement visualization analysis of global climate change data
5-3 Using Python to implement Pokémon data visualization analysis
Appendix A Python Basic Syntax Query Table
A-1 Basic Python concepts
Appendix B Introduction to using Google Colab
B-1 Introduction to Google Colaboratory
B-2 Notebook Configuration Settings
B-3 View the current Python version and package list