📺 Discover the latest machine learning / AI courses on YouTube.
Repository Index
47,133 repositories indexed
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TranslatedBig Data Beginner's Guide :star:
- hadoop
- hdfs
- yarn
- mapreduce
Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
List of Data Science Cheatsheets to rule the world
- datascience
- python
- r
- spark
A curated list of free public APIs — searchable, community-maintained, with a free JSON API.
- public-api
- api
- apis
- api-list
Translated"Spring Boot Basic Tutorial", the 2.x version is being published serially and is still ongoing! Click the link below to go straight to the tutorial table of contents!
- spring-boot
- spring-cloud
- spring-data-jpa
- dubbo
Creative Coding: Generative Art, Data visualization, Interaction Design, Resources.
- awesome
- creative-coding
- interaction-design
- information-visualization
The Data Engineering Cookbook
- data-engineer
- data-engineering
- big-data
- best-practices
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
- machine-learning
- mlops
- model-deployment
- model-monitoring
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
Translatedflink learning blog. http://www.54tianzhisheng.cn/ Covers Flink introduction, concepts, principles, hands-on practice, performance tuning, source code analysis, and more. Includes learning examples involving Flink Connector, Metrics, Library, DataStream API, Table API & SQL, and also shares large-scale project cases of Flink in production (PV/UV, log storage, real-time deduplication of 10 billion records, monitoring and alerting). You are welcome to support my column 《大数据实时计算引擎 Flink 实战与性能优化》 ("Big Data Real-Time Computing Engine Flink: Hands-On Practice and Performance Optimization")
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
Learn ML engineering for free in 4 months! Register here 👇🏼
TranslatedChinese tutorial on reinforcement learning (Mushroom Book 🍄), read online at: https://datawhalechina.github.io/easy-rl/
- deep-reinforcement-learning
- reinforcement-learning
- dqn
- ppo
A curated list of awesome big data frameworks, ressources and other awesomeness.
- awesome
- bigdata
- data-warehouse
- data-analytics
TranslatedTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-Transfer learning
- transferlearning
- domain-adaptation
- transfer-learning
- survey
:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources
- quora
- learning-materials
- contest
- practice
Python training for business analysts and traders
- python
- jupyter
- jupyterlab
- binder
A pattern-based approach to learn technical interview questions
- leetcode
- interview-prep
- study-guide
- data-structures
TranslatedThis project is a tutorial on developing large model applications, aimed at beginner developers. Read it online at: https://datawhalechina.github.io/llm-universe/
A curated list of references for MLOps
- machine-learning
- mlops
- data-science
- engineering
World's largest Contributor driven code dataset | Used in Quark Search Engine, @OpenGenus IQ, OpenGenus Visual Project
- opengenus
- algorithm
- datastructures
- library
Server-side Swift: a map to Perfect's Swift 6 packages: HTTP server, databases, sessions, sign-in, email, FileMaker and more. PerfectLib is on the legacy branch.
- swift
- server-side-swift
- web-application-framework
- swift-framework