One Humanities

Thought is a terrible thing to waste

Adam Curtis

The Century of the Self

Diffusion Bee, the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed

#documentary

#psychology. sigmund freud

Riley Goodside

GPT‑3 to answer calculation/math questions

Prompting GPT‑3 via zero-shot instruction to answer calculation/math questions by consulting a Python REPL

#machine learning

#gpt-3

#python

Tanishq Abraham

Gradio + HuggingFace Spaces: A Tutorial

Gradio hosting on HuggingFace Spaces is the easiest way to do showcase your machine learning model. hosting on HuggingFace Spaces. It takes <10 minutes to deploy a model!

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Google: Machine Learning Crash Course

Google's fast-paced, practical introduction to machine learning, featuring a series of lessons with video lectures, real-world case studies, and hands-on practice exercises.

#python

#pandas

#tensorflow

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Google: Recommendation Systems

Welcome to Recommendation Systems! We've designed this course to expand your knowledge of recommendation systems and explain different models used in recommendation, including matrix factorization and deep neural networks.

#python

#pandas

#tensorflow

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Stanford: Advanced Learning Algorithms

In the second course of the Machine Learning Specialization, you will build and train a neural network with TensorFlow to perform multi-class classification, apply best practices for machine learning development so that your models generalize to data and tasks in the real world, build and use decision trees and tree ensemble methods, including random forests and boosted trees

#machine learning

#tensorflow

#python

#ensemble methods

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Stanford: Supervised Machine Learning: Regression and Classification

In the first course of the Machine Learning Specialization, you will build machine learning models in python using NumPy and scikit-learn, and train supervised machine learning models for prediction and binary classification tasks

#machine learning

#supervised learning

#python

#numpy

#scikit-learn

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fast.ai: Practical Deep Learning for Coders

This free course is designed for people (and bunnies!) with some coding experience who want to learn how to apply deep learning and machine learning to practical problems.

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Hugging Face: Natural Language Course

Teach you about natural language processing (NLP) using libraries from the Hugging Face ecosystem — 🤗 Transformers, 🤗 Datasets, 🤗 Tokenizers, and 🤗 Accelerate — as well as the Hugging Face Hub. It’s completely free and without ads.

#nlp

#python

#transformers

#hugging face