Booker · apachecn programming / back end / big data / AI learning resources 2020.11

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2. We fully support Open source of scientific research （DOCX） plan . I hope you will understand this initiative , Combine this initiative with your own interests , Do what you can .
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6. Please pay attention to our official account “ApacheCN”, reply “ course / Route / match / The report / Technical documents / Course / Light novel / comic / new acquaintance ” To get more resources .

programing language

1. Java

   1. On Java 8 Chinese version （Java Programming ideas Fifth Edition ）
   2. Effective Java Chinese Third Edition
   3. Java Programming idea
   4. Java 8 A concise tutorial
   5. Java from 0~1 Personal notes
   6. Java8 Official course in Chinese
   7. JavaTutorialNetwork Chinese series course

   8. HowToDoInJava Chinese series course

      • Spring／Java／ Other tutorials 1／ Other tutorials 2
   9. JavaBeginnersTutorial Chinese series course

2. Python

   1. ApacheCN Python Translation collection
   2. Think Python Chinese Second Edition
   3. Stupid law enforcement Python · To continue Chinese version
   4. PythonSpot Chinese series course
   5. PythonBasics Chinese series course
   6. PythonGuru Chinese series course

3. JavaScript

   1. JavaScript Programming insight Chinese Third Edition
   2. For impatient programmers JavaScript

4. C

   1. Stupid law enforcement C Chinese version

5. PHP

   1. Hand to hand teaching you to write PHP Process extension

6. Ruby

   1. I love Ruby

7. comprehensive

   1. TutorialsPoint Chinese series course

   2. BeginnersBook Chinese series course

      • C Language ／C Examples of languages ／C++／ database ／Java／Java Example ／Java IO
      • Java character string ／JSP／JSTL／Kotlin／MongoDB／Perl／Servlet

   3. ZetCode Chinese series course

      • database ／.NET／ graphics ／GUI／Java／JavaScript／Kotlin
      • Other ／PHP／Python／Ruby／Servlet／Spring／Spring Boot／Symfony
   4. Succinctly Chinese series course

   5. Programiz Chinese series course

      • C Language ／C++／C#／ Data structures and algorithms ／Java／Kotlin／Python／Swift

   6. Guru99 Chinese series course

      • software test ／SAP／ Must learn the course

Back end / big data

1. Spark 2.2.0 Chinese document
2. Storm 1.1.0 Chinese document
3. Kafka 1.0.0 Chinese document
4. Beam Chinese document
5. Zeppelin 0.7.2 Chinese document
6. Elasticsearch 5.4 Chinese document
7. Kibana 5.2 Chinese document
8. Kudu 1.4.0 Chinese document
9. Spring Boot 1.5.2 Chinese document
10. Airflow 0.10.2 Chinese document
11. HBase 3.0 Chinese Reference Guide
12. Flink 1.7 Chinese document
13. Django 1.8 Chinese document
14. Hudi 0.5 Chinese document
15. HighScalability Chinese example

Tools

1. Numpy Technical stack Chinese document

   1. Numba 0.44 Chinese document
   2. Cython 3.0 Chinese document
2. Scapy Chinese document
3. Stupid law enforcement Linux Chinese version
4. Git Chinese reference
5. Scrapy 1.6 Chinese document
6. PyQt4 Chinese document
7. The art of command line
8. rpy2 2.8 Chinese document
9. Gitlab Chinese document

Blockchain

1. Solidity Chinese document

Math notes

1. MIT Open class Textbooks / note

   1. MIT 18.06 Notes on Linear Algebra
   2. MIT 18.03 Calculus for beginners

Data Science Documentation

1. Numpy Technical stack Chinese document

   1. NumPy 1.11 Chinese document
   2. Pandas 0.19.2 Chinese document
   3. Matplotlib 2.0 Chinese document
   4. statsmodels Chinese document
   5. seaborn 0.9 Chinese document
2. SimuPy Chinese document
3. PyMiner Developer Guide

Data science course

1. QuantLearning - Python Quantitative trading course arrangement
2. ApacheCN Data science translation set
3. ApacheCN Data science and artificial intelligence knowledge base

4. DataWhale Open source data science course

   1. Joyful Pandas

5. Stanford open class textbook / note

   1. Stanford STATS60 textbook ：21 The statistical thinking of the century
   2. Notes on Stanford game theory in Chinese

6. UCB Open class Textbooks / note

   1. UCB Data8 textbook ： Calculation and inferential thinking
   2. UCB Prob140 textbook ： Probability theory for Data Science
   3. UCB DS100 textbook ： Principles and techniques of Data Science
7. Complex thinking Chinese Second Edition
8. utilize Python Data analysis · The first 2 edition
9. Data Science IPython The notebook
10. Basic knowledge of data visualization

CS course

1. Computer open class recommendation
2. LeetCode,HackRank, The finger of the sword offer, Classical algorithm implementation （ Stopped more ）
3. GeeksForGeeks translation plans

4. UCB Open class Textbooks / note

   1. UCB CS61a textbook ：SICP Python describe
   2. UCB CS61b textbook ：Java Data structure in
5. UIUC CS241 System programming Chinese handout
6. Data structure thinking
7. Operating system thinking
8. University of China MOOC Computer operating system notes
9. Simple data structure implementation
10. The course of data structure of mirror （ Continuous updating ）
11. Write a simple database from scratch

AI course

1. AILearning - Machine learning practice

   • Text tutorial ／ Teaching video ／ Discussion video
2. AI The roadmap （ Knowledge tree ）
3. ApacheCN Deep learning translation set
4. Sklearn And TensorFlow A practical guide to machine learning, Second Edition

5. Machine Learning Mastery Blog translation

   • Applied machine learning ／Keras Deep learning ／ Deep learning NLP／ Deep learning time series ／ linear algebra ／LSTM
   • Machine learning algorithm ／ Introduction to machine learning ／Sklearn／ statistical ／ Introduction to time series ／XGBoost

6. DataWhale Open source AI course

   1. Pumpkin book （ Formula derivation and analysis of watermelon book ）
   2. Daily Interview - AI surface economics
   3. Li Hongyi machine learning notes
   4. Key book （ Machine learning theory leads to notes ）

7. Stanford open class textbook / note

   1. Stanford CS229 Machine learning Chinese Notes
   2. DeepLearning.ai Deep learning Chinese Notes
   3. Stanford CS224n Natural language processing Chinese Notes
   4. Stanford CS234 Strengthen learning Chinese Notes

8. UCB Open class Textbooks / note

   1. UCB CS294-112 Strengthen the study of Chinese notes
9. Girls In AI： For girls with zero basis programming AI Algorithm engineer development plan
10. Machine learning notes of Lin Xuantian, Taiwan University
11. Python natural language processing Chinese Second Edition
12. PyTorch Natural language processing Chinese version
13. PythonProgramming.net Chinese series course
14. Feature Engineering for machine learning
15. Python Data analysis and mining practice （ Annotated source code ）
16. fast.ai Machine learning and deep learning of Chinese Notes
17. HackCV Translation of website articles
18. 100 page machine learning book
19. Recommendation system meets deep learning
20. Interpretable machine learning

AI file

1. Numpy Technical stack Chinese document

   1. Sklearn 0.19 Chinese document
2. PyTorch 0.2/0.3/0.4/1.0 Chinese documents and tutorials
3. XGBoost Chinese document
4. LightGBM Chinese document
5. FastText Chinese document
6. Gensim Chinese document
7. OpenCV 4.0 Chinese document

AI match

1. Interview： Resume Guide + LeetCode + Kaggle
2. Data Science / AI Game solution summary
3. Kaggle Learn the video series
4. Data science competition collection platform

Security

1. ApacheCN Network security translation set
2. ApacheCN Security knowledge base
3. Web Hacking 101 Chinese version
4. Mister white hat training handout
5. Android App Security Guide Chinese version
6. Penetration Test Third Edition （ Red team version ）
7. Generating software tests
8. CobaltStrike 4.0 Chinese user manual

Other

1. Resume sharing video series
2. iBooker Team knowledge base

3. Stanford CS183 series / YC Chinese notes of entrepreneurship class series

   • CS183A From zero to one ／YC 2012／CS183B／YC 2013／CS183C／YC 2014 SV
   • YC 2014 NY／YC 2014 EU／YC 2016／CS183F YC 2017／YC 2018／YC 2019
4. Independent development / freelance / List of remote working resources
5. Detailed notes on the road to wealth and freedom
6. 5 Minute business school notes
7. English - World Travel
8. Gainlo Interview guide
9. School admissions taint company records
10. iBooker The honest man of Booker reported
11. Program Yuan plans ： Children's sex education program
12. Huancai Huasheng retirement plan
13. ZhangYi Blog post
14. Use Qiskit Learning quantum computing

Organization introduction

We are Booker （iBooker）, A large open source community 、 We media and online earning community , its QQ There are more than 10000 people in the group , At least 10000 subscribers .Github Star More than 60k individual , In all Github In the organization The top 100. All of its websites are on uip exceed 4k, Alexa The peak of the ranking is 20k. Our core members have CSDN Blogger and Excellent writer of short book programmer authentication . We have set up a translation project for public documents and tutorials ApacheCN.

Unlike a business organization , We don't go after hot spots , Or mercenary . As a public welfare organization , We put finishing the project first , And have enough time to polish the project to the extreme . We want to make a big AI What enthusiasts and individual developers really need , Create a really valuable long tail work .

We want to thank Datawhale、AI youdao 、 Dr. Huang haiguang 、PythonChina、 Canghai International 、 Hackers 、GirlsInAI、DataSciComp、SeanCheney、AI Technology base 、BiliDrive、FlyAI、Tesra Creativity and support .

• Home page ：apachecn.org
• Navigation ：docs.apachecn.org
• Knowledge of the planet ：iBooker Burke
• Look at the clouds ：@ApacheCN
• Language sparrow ：@ApacheCN

• Code warehouse

  • Github：@ApacheCN
  • Gitee：@ApacheCN
  • CodeChina：@ApacheCN

• Self media platform

  • Microblogging ：@ApacheCN
  • Know about columns ：AILearning
  • official account ：ApacheCN
  • CSDN／ Blog Garden ／OSChina／SF／ Nuggets
  • Simple books ／ Sohu ／ The headline number ／bilibili
• We are ApacheCN Open Source Organization, not ASF! We are fans of AI, and have no relationship with ASF!
• cooperation or tort , Please contact the [email protected] | Please send a copy to [email protected]

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