ApacheCN program / Big Data / Data Science / Artificial Intelligence Learning Resources 2019.6

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Featured Project

• AILearning - machine learning combat
  • Text Tutorial
  • TEACHING video
  • Discussion board video
• Kaggle Learning Series Video
• Resume Share Video Series
• AI roadmap (Knowledge Tree)
• Machine Learning Mastery blog post translation
• PyTorch 0.2 / 0.3 / 0.4 / 1.0 Chinese documentation and tutorials
• Artificial Intelligence / Machine Learning / Data Science Project Competition Series
  • Kaggle project combat tutorial: Code document + + Video
  • Scientific data collection platform game
• LeetCode, HackRank, to prove safety offer, classical algorithm
• Stanford AI Series Notes
  • Stanford CS229 machine learning Chinese notes
  • DeepLearning.ai deep learning Chinese notes
• UCB CS / DS series of textbooks
  • UCB CS61a textbooks: SICP Python Description
  • Data structure Java: UCB CS61b Textbook
  • UCB Data8 textbooks: calculation and inference thinking
  • UCB Prob140 textbook: data-oriented science and probability theory
  • UCB DS100 textbook: Data scientific principles and techniques
• Numpy technology stack Chinese Documents
  • NumPy Chinese Documents
  • Pandas Chinese Documents
  • Matplotlib Chinese Documents
  • Sklearn 0.19 Chinese documents
  • statsmodels Chinese Documents
  • seaborn 0.9 Chinese documents
• Girls In AI: AI algorithm engineers develop a plan for zero-based programming girl
• Daily Interview - AI plane through

Programming language

1. Java
   1. Java programming ideas
   2. Java 8 Concise Guide
   3. Java from 0 to 1 personal notes
   4. Java8 Chinese official tutorial
2. Python
   1. Think Python Chinese Second Edition
   2. Awkward learn Python · Continued Chinese version
3. JavaScript
   1. JavaScript Programming Explained Chinese third edition
   2. JavaScript programmers wrote impatient
4. C
   1. Awkward to learn C Chinese version

Backend / Big Data

1. Spark 2.2.0 Chinese documents
2. Storm 1.1.0 Chinese documents
3. Kafka 1.0.0 Chinese documents
4. Beam Chinese Documents
5. Zeppelin 0.7.2 Chinese documents
6. Elasticsearch 5.4 Chinese documents
7. Kibana 5.2 Chinese documents
8. Kudu 1.4.0 Chinese documents
9. Spring Boot 1.5.2 Chinese documents
10. Airflow Chinese Documents
11. HBase 3.0 Chinese Reference Guide
12. Flink 1.7 Chinese documents
13. Django 1.8 Chinese documents
14. PySpark study manual

tool

1. Awkward to learn the Chinese version of Linux
2. Git Chinese Reference
3. Scrapy 1.6 Chinese documents

Block chain

1. Solidity Chinese Documents

Mathematical Notes

1. MIT 18.06 Linear Algebra notes

Data Science Documentation

1. NumPy Chinese Documents
2. Pandas Chinese Documents
3. Matplotlib Chinese Documents
4. statsmodels Chinese Documents
5. seaborn 0.9 Chinese documents

Data Science Tutorial

1. UCB Data8 textbooks: calculation and inference thinking
2. UCB Prob140 textbook: data-oriented science and probability theory
3. UCB DS100 textbook: Data scientific principles and techniques
4. TutorialsPoint NumPy Tutorial
5. Complexity thinking Chinese Second Edition
6. Data analysis was performed using the Python-2nd Edition
7. fast.ai numerical linear algebra notes v2
8. Pandas Cookbook annotated source code
9. Data Science IPython notebook
10. UCSD COGS108 Chinese real scientific data notes
11. USF MSDS501 scientific data to calculate Chinese handouts

CS Tutorials

1. LeetCode, HackRank, to prove safety offer, classical algorithm
2. GeeksForGeeks Translation Project
3. UCB CS61a textbooks: SICP Python Description
4. Data structure Java: UCB CS61b Textbook
5. Data structure thinking
6. China University of MOOC computer operating system notes
7. Simple data structures to achieve
8. Secretary mirror data structure courses (continually updated)
9. From zero to write simple database

AI Tutorial

1. AILearning - machine learning combat
   1. Text Tutorial
   2. TEACHING video
   3. Discussion board video
2. Kaggle Learning Series Video
3. Resume Share Video Series
4. AI roadmap (Knowledge Tree)
5. Sklearn and TensorFlow Machine Learning Practical Guide (are offline, search for yourself)
6. Stanford CS229 machine learning Chinese notes
7. DeepLearning.ai deep learning Chinese notes
8. National Taiwan University, Lin Xuan Tin Machine Learning notes
9. Python Natural Language Processing Second Edition Chinese
10. Scikit-learn Cheats
11. PythonProgramming.net tutorial translation
12. Addressed human machine learning
13. Machine learning-oriented features of the project
14. Python data analysis and mining combat (annotated with source code)
15. Initial contact with TensorFlow
16. TensorFlow Eager Tutorial
17. FIG embedding Summary (Arxiv 1709.07604)
18. Based on the depth of learning recommendation systems: a review and new perspective
19. SciPyCon 2018 Sklearn Tutorial
20. TensorFlow study guide
21. fast.ai machine learning and deep learning Chinese notes
22. HackCV website Article Translations
23. Data Science and Artificial Intelligence Technical Notes
24. Girls In AI: AI algorithm engineers develop a plan for zero-based programming girl
25. Sklearn study guide
26. Machine Learning Mastery blog post translation
27. About convolution neural network we understand what
28. Daily Interview - AI plane through

AI documents

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

AI game

1. Kaggle project combat tutorial: Code document + + Video
2. Scientific data collection platform game

Safety

1. Kali Linux Cheats Chinese version
2. Kali Linux Web penetration testing Cheats Chinese version
3. Kali Linux wireless penetration testing Start Guide Chinese version
4. Kali Linux network scanning Cheats Chinese version

other

1. Independent development / freelance / teleworking resource list
2. The road to financial freedom of Fine notes
3. 5 minutes School of Fine notes
4. Stanford CS183 Series Chinese notes

about us

We are a large open source community, QQ group's total of more than ten thousand people, at least 10,000 subscribers. Github Star 40k more than the number of months in all Github organization in the top 150 . Website uip day more than 4K, Alexa ranking of peak 20K . Our core members have CSDN blog expert and Jane books programmers good writers certification. We work with Datawhale , AI proper way , Dr Hong Hai wide cooperation and other well-known open source organizations and large V, nonprofit organization of translation activities, learning activities team activities and competitions.
With
different commercial organizations, we do not chase hot spots, or mercenary. As a nonprofit, we will complete the project in the first place, and have enough time to polish the project to the extreme. We want to make things the majority of AI enthusiasts really need to create a truly valuable work long tail.

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