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my-cs-degree
A CS degree with a focus on full-stack ML engineering, 2020
https://github.com/logancyang/my-cs-degree
Last synced: 5 days ago
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General knowledge courses
- TDS Article: Big picture architecture of ML system
- From NAND to Tetris part I
- computer networking
- youtube playlist
- Sockets
- Socket programming in Python, 5 videos
- Udacity course
- From NAND to Tetris part II
- Paper
- Course Playlist
- Course: MIT course playlist
- Gaurav Sen Playlist
- Uber engineering blog series
- Software Development Process
- Gaurav Sen
- Udemy Docker course
- Deploy ML/DL using Docker
- Youtube playlist
- fastai: Computation Linear Algebra by Rachel Thomas
- MLOps overview by Huyen Chip
- TDS Article: Big picture architecture of ML system
- Challenges - guide-to-maintaining-machine-learning/) by Eugene Yan
- Course page
- Playlist
- Natural Language Processing using Deep Learning CMU
- Course page
- Deep Learning for Computer Vision
- Yannic Kilcher Youtube series
- Luigi SageMaker course
- mlinproduction.com
- MLOps youtube playlist
- Weights & Biases Youtube video with Hamel Husain
- Blog post
- CS329S by Chip Huyen @Stanford
- Machine Learning Interviews Book by Chip Huyen
- Grokking the Machine Learning Interview
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- Udacity course
- Course Playlist
- Course: MIT course playlist
- Software Development Process
- Deploy ML/DL using Docker
- Youtube playlist
- TDS Article: Big picture architecture of ML system
- Playlist
- Natural Language Processing using Deep Learning CMU
- Yannic Kilcher Youtube series
- mlinproduction.com
- Weights & Biases Youtube video with Hamel Husain
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- Project template
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- Course site
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- Course site
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- Deploy ML/DL using Docker
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- Deep Learning for Computer Vision
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- Playlist
- Natural Language Processing using Deep Learning CMU
- Prof. Terence Parr, USF **CS601**
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
- TDS Article: Big picture architecture of ML system
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Project courses
- Practical Python course
- Eugene Yan's Python project setup
- FastAPI guide
- JS Prototype
- Topics of ES6-ES8, promise, async await (20 vids)
- Physics Engine, matter.js simulation project (10 vids)
- Autonomous Agents (10 vids)
- Cellular Automata (4 vids)
- Fractals (10 vids)
- Streamlit get started
- the complete junior to senior web developer roadmap
- https://course.fast.ai/
- FastAI2 design paper
- fastai NLP course
- Awesome visual course
- Eugene Yan: NLP Survey
- Pratik Bhavsar: Pytorch for NLP
- Fast AI course v4 NLP lecture
- @amitness: How to Learn Transformers
- Advanced course
- NLP Masterclass: Modeling Fallacies in NLP
- NLP Datasets
- dair.ai
- Survey paper
- MadeWithML topic curation
- Future of NLP
- Level 3 AI Conference 2020
- course page
- MadeWithML youtube channel
- JS Prototype
- Streamlit get started
- Practical NLP
- NLP Masterclass: Modeling Fallacies in NLP
- NLP Datasets
- dair.ai
- Future of NLP
- MadeWithML youtube channel
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