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18.065

Matrix Methods In Data Analysis, Signal Processing, And Machine Learning

18.065_lecture_notes

lecture notes of "Matrix Methods in Data Analysis, Signal Processing, and Machine Learning"

18335

18.335 - Introduction to Numerical Methods course

all-of-statistics

Self-study on Larry Wasserman's "All of Statistics"

andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

anlp-code

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

awesome-deep-learning-papers

The most cited deep learning papers

beginner_master_rl

best_ai_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

cmu-10-606-math-for-machine-learning-part1-notes

cmu-10-607-math-for-machine-learning-part2-notes

cmu-10-701-intro-to-machine-learning-notes

computational-foundations-for-machine-learning

10-607@CMU

cs7643

Deep Learning (Graduate Course @ Georgia Tech)

data-engineering-zoomcamp

Free Data Engineering course!

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-with-tensorflow-and-keras-3rd-edition

Deep Learning with TensorFlow and Keras – 3rd edition, Published by Packt

ece-524

Assignments for ECE 524 (Intro to Optimization) @ UW-Madison. Assignments completed in Julia 0.6

election.app.boogaloo

2022 Election App

fastai

The fastai deep learning library

fastainbs

google-research

Google Research

intro_to_ml

Intro to Machine Learning course from FAST.AI --- Adapted to run on Google Colab

linear-algebra-and-learning-from-data

Solutions to the problems in the book: Linear Algebra and Learning from Data by Gilbert Strang, MIT

math-tools-nyu

DS-GA 1013 Mathematical Tools for Data Science

matplotlib-3.0-cookbook

Matplotlib 3.0 Cookbook, published by Packt

minbert-assignment

Minimalist BERT implementation assignment for CS11-747

minnn-assignment

An assignment on creating a minimalist neural network toolkit for CS11-747

ml