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approachingalmost

Approaching (Almost) Any Machine Learning Problem

book

:books: All programming languages books

cos418_assignments

database-lab-diu

deep-learning

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning.ai

Jupyter notebooks from deeplearning.ai coursera specialization

easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

educative.io_courses

this is downloadings of all educative.io free student subscription courses as pdf from GitHub student pack

fullstack-open

Exercises for FullStackOpen course from the University of Helsinki

grokking-the-system-design

Grokking the system design interview course materials

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

interview-question-behavioral

Collection for behavioral interview question

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kaggle

learn-algorithms

算法学习笔记

library_books_and_paper

keeping worthy paper and books of computer science

machine-learning-study-material

Some very good resources to start from and dive into the depth of ML/DL

machinelearning

Machine Learning in Action（机器学习实战）

machinelearning-1

Machine learning algorithms implemented by pure numpy

machinelearning_practice

Practice

mit-6.s081-lab-2020fall

The lab code of MIT 6.S081

mit6824_distribute_system

ml

monolithic_arch_springboot

基于SpringBoot的单体多层架构示例工程。《软件架构探索》的配套组件。

natural_language_processing_with_transformers

Natural Language Processing with Transformers 中译本，最权威Transformers教程

notebook

play-with-algorithm-interview

Codes of my MOOC Course <Play with Algorithm Interviews>. Updated contents and practices are also included. 我在慕课网上的课程《玩儿转算法面试》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

play-with-algorithms

Codes of my MOOC Course <Play with Algorithms>, Both in C++ and Java language. Updated contents and practices are also included. 我在慕课网上的课程《算法与数据结构》示例代码，包括C++和Java版本。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。