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[collection of good books] from technology to products

2022-06-26 03:46:00 【Apple II】

Catalog

1 software development

2 Mathematics and algorithms

3 Data analysis and data mining

4 Machine learning and artificial intelligence

5 project management

6 Product development management

As a computing worker , We often need to read books to master the latest theories and key technologies , But if you can't find a good book, you will get half the result with half the effort . Choose excellent books in the computer field , You can check it out Dr.Dobb's The software industry Oscar Award published by Dr. Dobb magazine Jolt Official website of the award Jolt Awards | Dr Dobb's . get Jolt Award winning technical books can establish the status of classics .Dr.Dobb's The monthly magazine is American UBM Monthly magazine published by science and technology group , Covers topics for computer programmers , Began in 1976 year , finally 2014 end of the year .

I often see that many friends spend a lot of money on many books but fail to find a really good book to read . therefore , When I have the opportunity to give lectures to college students and professionals , I will send books to the audience who can ask good questions . Now I would like to introduce some good books that I will definitely send to you . Including software development 、 Math and algorithms 、 data 、 machine learning 、 Project management and product development management books .

source ： My wechat circle of friends ,2019 In, I traveled all over the country to give lectures and books

As a senior reader , I think a good book should have the following conditions ：

Clearly define the reader , And really from the reader's point of view ,O'Reilly Published Head First The series is so sweet , I often read books and feel very touched ;
Theory books are not grandstanding , Start with the problem , Layers of explanation , Explanatory theory , Special recommendation 《 Deep learning 》 and 《 Reinforcement learning 》;
Practice books can provide real industry cases , From questions 、 Challenge 、 Solutions and actual results , Explain how to complete the case , And it can let learners practice by themselves , Special recommendation 《 restructure 》 and 《 Collective intelligent programming 》;
Technical books pay special attention to the integration of theory and practice , You can't just talk about theory , No practice , Let readers still do not know how to use theory to complete a real work after reading , Special recommendation 《 Machine learning practice 》;
Teaching materials should be easy to understand , Step by step , With educational characteristics , Instead of showing off the breadth and depth of the author , Special recommendation 《 Simple design patterns 》

The following book pictures are from Dangdang website , thank . This article does not cover the specific content of each book , I hope interested friends can check the main content by themselves , I Believe , When you see these books , Will be moved and happy like me .