|
|
Posted on 9/19/2019 8:30:25 AM
|
|
|
In this era of forced boredom, no breakthrough can be found, share this book on technology to get rich, for reference only, readers can play freely, long live technology
"Zero Starting Point Python Big Data and Machine Learning Real Analysis" uses Python programming language, Pandas data analysis module, machine learning and artificial intelligence algorithms to conduct real analysis of football lottery big data. The open source big data project zc-dat data package was designed and released, which summarized the event and odds data of more than 50,000 football matches around the world from 2010 to 2016, including William Hill, Macau, Ladbrokes, Bet365, Interwetten, SNAI, Crown, Yishengbo, Weide, Bifa and other major odds companies. This paper introduces how to use Python language to capture web page data, download and update zc-dat data packages, predict and analyze the probability of winning the winning team, and propose the "Turing" law to detect the advantages and disadvantages of artificial intelligence algorithms. Suitable audience: football enthusiasts, betting enthusiasts, data analysis practitioners, mathematics, statistics, computer students.
Table of contents
Chapter 1 Football Lottery and Data Analysis 1
Chapter 2 Development Environment 19
Chapter 3 Introductory Case Package 45
Chapter 4 Quantitative Analysis System of Football Lottery 55
Chapter 5 Common Data Analysis Tools 96
Chapter 6 Auxiliary Tools 114
Chapter 7 Data Capture 135
Chapter 8 Football Lottery Data Backtesting 191
Chapter 9 Intelligent Optimization of Parameters 232
Chapter 10 Introduction and Practice of Python Artificial Intelligence 266
Chapter 11 Cases of Classical Machine Learning Algorithms (I) 286
Chapter 12 Cases of Classical Machine Learning Algorithms (II) 308
Chapter 13 Machine Learning Combinatorial Algorithms 326
Chapter 14 Machine Learning Model Construction 361
Chapter 15 Validation of Machine Learning Models 381
Chapter 16 Analysis of Results Data 397
Chapter 17 Machine Learning Football Lottery Real Market Analysis 407
Links:https://pan.baidu.com/s/1x8d75sBH-ZjRQFtBPPUUbQExtraction code:Tourists, if you want to see the hidden content of this post, please Reply
|
Previous:"The Art of SQL Query" PDF, author: Zhang Quan, Guo TianjiaoNext:CSS Development Techniques for High-Traffic Websites - pdf
|
Posted on 9/22/2019 7:19:29 PM
|
