5 Minutes of Data Science - week 5

Highlights from January 30 to February 05

Foreword

There’s so much going on around ChatGPT - that includes newsletters, blog posts, research, etc! Enjoy.

See you next week! Come say hi on Mastodon.

Last Week in AI Podcast is back! ChatGPT, ChatGPT, ChatGPT, and some other stuff, by Last Week in AI
🔥 Your guide to AI: February 2023, by Guide to AI
The ChatGPT Models Family, by The AI Edge
Machine Learning Monthly Newsletter 💻🤖, by Zero To Mastery
🥇Top ML Papers of the Week, by NLP news
NLP Newsletter: Detecting AI-Generated Text, Text-to-4D, ML Papers Explained, MusicLM,…, by NLP news

What else is left? Should I continue with my masters in DS?, at r/Data Science (💬269)
Be careful with AI influencers marketing themself as data scientists or data experts, at r/Data Science (💬120)
I’m the only “data scientist” at my company and have lost all motivation and want to leave but feel bad. Any advice?, at r/Data Science (💬107)
Google announces Dreamix: a model that generates videos when given a prompt and an input image/video., at r/Machine Learning (💬124)
I made a browser extension that uses ChatGPT to answer every StackOverflow question, at r/Machine Learning (💬129)
Getty Images Claims Stable Diffusion Has Stolen 12 Million Copyrighted Images, Demands $150,000 For Each Image, at r/Machine Learning (💬279)
Is this an example of p-hacking?, at r/Ask Statistics (💬12)
R coding advice?, at r/Ask Statistics (💬24)
Unsure of whether to use T-test or Z-test, at r/Ask Statistics (💬4)
Hi-ResNet: High resolution image classifier. (448, 896, 1792 sq.px.), at r/Latest in ML (💬1)

udlbook: Understanding Deep Learning - Simon J.D. Prince
Data-Science-For-Beginners: 10 Weeks, 20 Lessons, Data Science for All!
Made-With-ML: Learn how to responsibly develop, deploy and maintain production machine learning applications.
stable-diffusion: A latent text-to-image diffusion model
whisper: Robust Speech Recognition via Large-Scale Weak Supervision
nn-zero-to-hero: Neural Networks: Zero to Hero
CLIP: Contrastive Language-Image Pretraining
stable-diffusion-webui-colab: stable diffusion webui colab
zero_to_gpt: Go from no deep learning knowledge to implementing GPT.
machine-learning-for-trading: Code for Machine Learning for Algorithmic Trading, 2nd edition.
TensorFlow-Examples: TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
ChatGPT_Trading_Bot: This is the code for the “ChatGPT Trading Bot” Video by Siraj Raval on Youtube
disco-diffusion: None
ComputerVision: None
google-research: Google Research
ColabFold: Making Protein folding accessible to all!
notebooks: Jupyter notebooks for the Natural Language Processing with Transformers book
codespaces-jupyter: Explore machine learning and data science with Codespaces
DeepLearningExamples: State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

ChatGPT: Reverse engineered ChatGPT API
Open-Assistant: OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
ChatRWKV: ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
chatGPT-discord-bot: Integrate ChatGPT into your own discord bot
musiclm-pytorch: Implementation of MusicLM, Google’s new SOTA model for music generation using attention networks, in Pytorch
audiolm-pytorch: Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch
DeepFaceLive: Real-time face swap for PC streaming or video calls
DeepFaceLab: DeepFaceLab is the leading software for creating deepfakes.
BioGPT: None
Git-Heat-Map: Visualise a git repository by diff activity
LAVIS: LAVIS - A One-stop Library for Language-Vision Intelligence
git-sim: Visually simulate Git operations in your own repos with a single terminal command.
whisperX: WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)
buzz: Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI’s Whisper.
PaddleSpeech: Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

Casual Affective Triggers, by Data Skeptic
3D assets & simulation at NVIDIA, by Practical AI
Navigating Career Changes in Machine Learning - Chris Szafranek, by Data Talks

Prof. LUCIANO FLORIDI - ChatGPT, Superintelligence, Ethics, Philosophy of Information, by Machine Learning Street Talk

Introducing ChatGPT Plus, by Open AI
New AI classifier for indicating AI-written text, by Open AI
Computer vision for automated quality inspection, by Amazon Science
Amazon’s quantum computing papers at QIP 2023, by Amazon Science
Where machine learning models meet mobility and human behavior, by Amazon Science