Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.
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A roadmap to learn Kubernetes from scratch (Beginner to Advanced level)
- k8s
- kubernetes
- kubernetes-cluster
- kubernetes-deployment
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
- machine-learning
- deep-learning
- linear-algebra
- probability
A Collection of Variational Autoencoders (VAE) in PyTorch.
- pytorch
- pytorch-implementation
- vae
- vae-implementation
A visual overview of useful skills to learn as a web developer
- html
- css
- javascript
- accessibility
My learning notes for ML SYS.
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base. Register here 👇🏼
GitHub repo for the MDN Learning Area.
- learning
- learning-to-code
- learning-js
- mdn-docs
This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
All course materials for the Zero to Mastery Machine Learning and Data Science course.
TranslatedLarge language model knowledge sharing that everyone can understand, a must-read before LLM spring/autumn recruitment interviews, so you can talk confidently with interviewers
- llm
- interview-questions
- interview-practice
- agent
Repo to learn Docker with examples. Contributions are most welcome.
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
- object-detection
- detection
- computer-vision
- deep-learning
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
- vae
- gan
- pytorch
- tensorflow
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Learning RxJava for Android by example
- rxjava
- java
- learning-rxjava
- example
TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/
- recommender-system
- tensorflow
- tianchi-competition
- deep-learning
Learn You The Node.js For Much Win! An intro to Node.js via a set of self-guided workshops.
- workshopper
- nodeschool
- nodejs
- learn-to-code
Repository to store sample python programs for python learning
- python
- pandas
- pandas-dataframe
- pandas-tutorial
TranslatedSpring Cloud basic tutorial, continuously being serialized and updated
- spring-cloud
- spring-boot
- nacos
- sentinel
Let's learn a new technology every week. A new technology blog every Sunday in 2016.
The "Python Machine Learning (2nd edition)" book code repository and info resource
Python code for "Probabilistic Machine learning" book by Kevin Murphy
- jupyter-notebooks
- machine-learning
- colab
- pml
TranslatedThe Ultimate Guide to Making Money with AI Side Hustles: Learn how to leverage AI for some cool side gigs and rake in some extra cash. Check out the English version for more insights.
- awesome
- jobleap