ApacheCN Learning Resources Summary 2019.1

Time:2019-9-6
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Java Foundation

  1. Java Programming Thought

Java Web and Big Data

  1. Spark 2.2.0 Chinese Document
  2. Storm 1.1.0 Chinese Documents
  3. Kafka 1.0.0 Chinese Document
  4. Beam Chinese Document
  5. Zeppelin 0.7.2 Chinese Document
  6. Chinese Document in Elastic Search 5.4
  7. Kibana 5.2 Chinese Document
  8. Kudu 1.4.0 Chinese Document
  9. Chinese Documents in Spring Boot 1.5.2
  10. Airflow Chinese Documents

Block chain

  1. Solidity Chinese Documents

Mathematical Notes

  1. Notes on MIT 18.06 Linear Algebra

Python Data Science

  1. NumPy Chinese Document
  2. Pandas Chinese Document
  3. Matplotlib Chinese Document
  4. UCB Data 8 Textbook: Computing and Inferential Thinking
  5. UCB Prob140 Textbook: Probability Theory for Data Science
  6. UCB DS100 Textbook: Principles and Skills of Data Science
  7. Data analysis using Python. 2nd Edition
  8. Lecture on fast.ai numerical linear algebra V2
  9. Pandas Cookbook annotated source code
  10. Statsmodels Chinese Documents
  11. Data Science IPython Notebook

CS Course

  1. LeetCode Chinese Documents
  2. Geeks ForGeeks Translation Project
  3. UCB CS61a Textbook: SICP Python Description
  4. UCB CS61b Textbook: Data Structure in Java
  5. Data Structure Thinking
  6. NOTES ON MOOC COMPUTER OPERATION SYSTEM IN CHINA UNIVERSITY
  7. Implementation of Simple Data Structure

AI Course

  1. AILearning – Machine Learning Practice
  2. Sklearn and TensorFlow Machine Learning Practical Guide
  3. Feature Engineering for Machine Learning
  4. Python Data Analysis and Mining (Annotated Source Code)
  5. SciPyCon 2018 Sklearn Tutorial
  6. TensorFlow Learning Guide
  7. Fas.ai Machine Learning and Deep Learning Chinese Notes
  8. HackCV website article translation
  9. Notes on Machine Learning by Lin Xuantan of Taiwan University
  10. Scikit-learns Secret Books
  11. Machine Learning Written to Mankind
  12. Notes on Data Science and Artificial Intelligence Technology

AI document

  1. Sklearn 0.19 Chinese Document
  2. PyTorch 1.0 Chinese Document
  3. XGBoost Chinese Documents
  4. LightGBM Chinese Documents
  5. FastText Chinese Documents
  6. Gensim Chinese Documents

AI Competition

  1. Kaggle Project Practical Tutorial: Document + Code + Video
  2. Competition Collection Platform

Other

  1. Independent development/freelance/teleworking resource list
  2. Fine Notes on the Way to Freedom of Wealth
  3. 5 Minutes Business School Fine Notes