maxim5/cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

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atinesh-s/Coursera-Machine-Learning-Stanford

Machine learning-Stanford University

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Burton2000/CS231n-2017

Completed the CS231n 2017 spring assignments from Stanford university

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maxim5/cs229-2019-summer

All notes and materials for the CS229: Machine Learning course by Stanford University

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RylanSchaeffer/Stanford-LaTeX-Poster-Template

Stanford LaTeX poster template

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BestKora/CS193P-Fall-2017-DEMO

Stanford CS193P Fall 2017 Demo

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zhaoxiongjun/CS131_notes_zh-CN

CS131 斯坦福课程课件中英文版

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adhaamehab/stanford-cs161

Unofficial repo for Design and Analysis of Algorithms, Stanford University, Fall 2017.

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florist-notes/CS228_PGM

🌀 Stanford CS 228 - Probabilistic Graphical Models

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maxim5/cs230-2018-autumn

All lecture notes, slides and assignments for CS230 course by Stanford University.

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sanhacheong/stanford-beamer-presentation

This is an unofficial LaTeX Beamer presentation template for Stanford University.

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Twice22/CS224n-solutions

Solutions for CS224n course from Stanford University: Natural Language Processing with Deep Learning

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v-iashin/CS231n

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

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AlessandroCorradini/Stanford-University-Statistical-Learning

Repo for Statistical Learning course offered by Stanford University

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AlessandroCorradini/Stanford-University-Algorithms-Design-and-Analysis

Algorithms - Design and Analysis offered by Stanford University

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BestKora/CS193P-Fall-2017-Demo-iOS12

Stanford course CS193P Fall 2017 Demo for iOS 12 Xcode 10 Swift 4.2

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vkoul/Data-Science-Resources

List :clipboard: of Books:books:, Courses :computer: for Data Science :bar_chart:

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maxim5/cs231n-2020-spring

All notes, slides and assignments for CS231n: Convolutional Neural Networks for Visual Recognition class by Stanford

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Ashleshk/Machine-Learning-Stanford-Andrew-Ng

# Machine Learning (Coursera) This is my solution to all the programming assignments and quizzes of Machine-Learning (Coursera) taught by Andrew Ng. After completing this course you will get a broad idea of Machine learning algorithms. Try to solve all the assignments by yourself first, but if you get stuck somewhere then feel free to browse the code. ## Contents * Lectures Slides * Solution to programming assignment * Solution to Quizzes by Andrew Ng, Stanford University, [Coursera](https://www.coursera.org/learn/machine-learning/home/welcome) ### Week 1 - [X] Videos: Introduction - [X] Quiz: Introduction - [X] Videos: Linear Regression with One Variable - [X] Quiz: Linear Regression with One Variable ### Week 2 - [X] Videos: Linear Regression with Multiple Variables - [X] Quiz: Linear Regression with Multiple Variables - [X] Videos: Octave/Matlab Tutorial - [X] Quiz: Octave/Matlab Tutorial - [X] Programming Assignment: Linear Regression ### Week 3 - [X] Videos: Logistic Regression - [X] Quiz: Logistic Regression - [X] Videos: Regularization - [X] Quiz: Regularization - [X] Programming Assignment: Logistic Regression ### Week 4 - [X] Videos: Neural Networks: Representation - [X] Quiz: Neural Networks: Representation - [X] Programming Assignment: Multi-class Classification and Neural Networks ### Week 5 - [X] Videos: Neural Networks: Learning - [X] Quiz: Neural Networks: Learning - [X] Programming Assignment: Neural Network Learning ### Week 6 - [X] Videos: Advice for Applying Machine Learning - [X] Quiz: Advice for Applying Machine Learning - [X] Videos: Programming Assignment: Regularized Linear Regression and Bias/Variance - [X] Machine Learning System Design - [X] Quiz: Machine Learning System Design ### Week 7 - [X] Videos: Support Vector Machines - [X] Quiz: Support Vector Machines - [X] Programming Assignment: Support Vector Machines ### Week 8 - [X] Videos: Unsupervised Learning - [X] Quiz: Unsupervised Learning - [X] Videos: Dimensionality Reduction - [X] Quiz: Principal Component Analysis - [X] Programming Assignment: K-Means Clustering and PCA ### Week 9 - [X] Videos: Anomaly Detection - [X] Quiz: Anomaly Detection - [X] Videos: Recommender Systems - [X] Quiz: Recommender Systems - [X] Programming Assignment: Anomaly Detection and Recommender Systems ### Week 10 - [X] Videos: Large Scale Machine Learning - [X] Quiz: Large Scale Machine Learning ### Week 11 - [X] Videos: Application Example: Photo OCR - [X] Quiz: Application: Photo OCR ## Certificate * [Verified Certificate]() ## References [[1] Machine Learning - Stanford University](https://www.coursera.org/learn/machine-learning)

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AndrewSpano/Stanford-CS224W-ML-with-Graphs

Solutions to assignments of the CS224W Machine Learning with Graphs course from Stanford University.

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AlessandroCorradini/Stanford-University-Databases

Repo for the Databases courses provided by Stanford University https://lagunita.stanford.edu/courses

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metadatacenter/cedar-project

Build project for all CEDAR Java repositories

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astranovasky/Machine-Learning-AndrewNg-SOLUTIONS

All the solutions from the programming assignments of the Machine Learning Course in Coursera taught by Andrew NG, Professor of Stanford University

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Sorosliu1029/Courses

🐳 Collection of courses I taken

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florist-notes/CS234_RL

🐲 Stanford CS234 : Reinforcement Learning

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florist-notes/CS230_DL

♊ Stanford CS230 : Deep Learning

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eXist-db/exist-stanford-nlp

XQuery wrapper around the Stanford CoreNLP pipeline

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jeremyephron/explore-courses-api

A Python API for Stanford's Explore Courses

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srivastav-ayush/Code-in-Place

Stanford University offered CS106A course in the form of '"Code in Place" during the COVID-19 pandemic.

Language: Python - Size: 198 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 8

sanhacheong/stanford_beamer_poster

This is an unofficial LaTeX Beamer poster template for Stanford University.

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TechVerse-Academy/Stanford-CS-Learning-Path

Stanford Computer Science Curriculum in 2021

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amitbcp/deep-learning-for-nlp-cs224n

Stanford University cs224N course. Deep Learnign with NLP. Solutions in Python3.6

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BestKora/CS193P-Fall-2017-SOLUTION-iOS12

Stanford CS193P Fall 2017 Solution for iOS 12 Swift 4.2 Xcode 10

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Twice22/CS231n-solutions

Solutions for CS231n course from Stanford University: Convolutional Neural Networks for Visual Recognition

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lnugraha/code-in-place-extra

Dedicated to Code in Place Spring 2021 with Stanford University or to those who are interested to learn Python for the first time

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bingcheng1998/HyperQuest

Mimic HyperQuest from Stanford University, CS231n

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FMCalisto/machine-learning-stanford-coursera

Exercises and source code of the MOOC Course on Coursera for Machine Learning by Stanford University. The course was taught by Prof. Andrew Ng.

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mikaebal/stanford

A series of python coding challenges that progressively build programming skills, culminating in a final project.

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bigrewal/Musculoskeletal-Radiographs-abnormality-detection

Musculoskeletal Radiographs Abnormality Detection (MURA)

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arasgungore/Stanford-Machine-Learning

My solutions to the assignments in the Machine Learning Specialization offered by Stanford University on Coursera.

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AliOsm/Machine-Learning-by-Stanford-University

Programming assignments

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FrancisLangit/zuckbot

A virtual reincarnation of Mark Zuckerberg encapsulated in a desktop application built on Python.

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florist-notes/CS224n_NLP

🍚 Stanford CS224n: Natural Language Processing with Deep Learning

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florist-notes/CS231n_CNN

🍉 Stanford CS231n Convolutional Neural Networks for Visual Recognition

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rediar/Unsupervised-Learning-Recommenders-Reinforcement-Learning

My solutions for https://www.coursera.org/learn/unsupervised-learning-recommenders-reinforcement-learning

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rediar/Supervised-Machine-Learning-Regression-and-Classification

My solutions for https://www.coursera.org/learn/machine-learning?id=285

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OneUpWallStreet/Stanford-CS193p-2021-Solutions

Solutions for the Stanford course CS193p (Developing Applications for iOS using SwiftUI).

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rajatdiptabiswas/coursera-intro-mathematical-thinking

♾ Exercises from the Introduction to Mathematical Thinking course by Stanford University on Coursera

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PDP-10/SUDS

Stanford University Drawing System

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zaman13/Particle-Swarm-Optimization-PSO-using-Python

Vectorized general particle swarm optimization code using python.

Language: Python - Size: 2.31 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

sergeyleschev/stanford-cs193p-swiftui

 Stanford CS193p 🏫 SwiftUI, Xcode 12, iOS 14. @ S. Leschev. Google Engineering Level: L5+

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atharva-lipare/ML-DL-coursera

All my notes, assignments from the coursera machine learning courses

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tense-embedder/machine-learning-course-by-stanford-university

Machine Learning Course by Stanford University

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Trilochna/Code-In-Place-By-Stanford-University

Karel Codes

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cakshay2013/Convex-Optimization-Problems-and-Solutions

This repository contains a few examples of Convex Optimization problems and their solutions from the book of Stephen Boyd from Stanford University

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RylanSchaeffer/Stanford-CS-242-Programming-Languages

Repo for Stanford CS 242 Programming Languages Fall 2022 with Prof. Aikens

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hyuna915/squad

Conditioning LSTM Decoder and Bi-directional Attention Based Question Answering System

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meysamalishahi/CS229-Fall-2018

My solutions to the problem sets of Stanford CS229 (Fall 2018)!

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dickwyn/code-in-place-2021

My slides for Code in Place sections

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maxim5/cs231n-2018-spring

All notes, slides and assignments for CS231n: Convolutional Neural Networks for Visual Recognition class by Stanford

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RohitRathore1/Repo-2020

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford University, MIT, UC Berkeley. And an intent classifier which can classifies a query into one of the 21 given intents.

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zeynepCankara/Coursera-Stanford-Machine-Learning

My assignment solutions for Coursera Stanford Machine Learning Course taught by Andrew Ng.

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ludwigschubert/cs224n-project

Final project for Winter 2017 CS224n class

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SU-SWS/ood-giving-campaign

Repo for Stanford Momentum - a Netlify hosted, Next.js built, Storyblok headless CMS story centric site for Stanford Office of Development

Language: TypeScript - Size: 3.22 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 2 - Forks: 0

coatless-rpkg/explorecourses

Download, Extract, and Transform Course Data from Stanford University's ExploreCourses in R

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arhcoder/Reddit-Network

🟠 Complete analysis on Reddit Network with data on connections between Subreddits to find communities.

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lakshyaag/Stanford-CS229

My notes for Stanford's CS229 course

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vanJker/stanford-machine-learning

Stanford University's Machine Learning by Andrew Ng

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rediar/Advanced-Learning-Algorithms

My solutions for https://www.coursera.org/learn/advanced-learning-algorithms

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sergeyleschev/calc-it

 Calculator Pro / MacOS App / Swift @ S.Leschev

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sergeyleschev/stanford-cs193p

 Stanford CS193p 🏫 Swift 5, UIKit, Xcode 11, iOS 12. @ S. Leschev. Google Engineering Level: L5+

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PeiyuOwO/Machine_learning_coursera_stanford

Notes for Machine learning on coursera (Stanford University)

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chandrikadeb7/Coursera_Machine_Learning

programming assignment solutions of Coursera Machine Learning course by Stanford University

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frankaging/SSNL_Emotional_Video_Test

Experiments website for collected data from Amazon Mechanical Turk for Psychology study in emotion recognition

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IraAI/Machine-learning-by-Andrew-NG--Python-

Language: Jupyter Notebook - Size: 36.1 KB - Last synced at: 2 months ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 1

extwiii/Algorithms-Stanford.University

Algorithms - Learn To Think Like A Computer Scientist - Coursera

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extwiii/ML-Stanford.University

Machine Learning - Stanford University - Coursera

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lehoangan2906/Stanford-CS234-Lecture-Notes

Lecture Notes for Stanford CS234: Reinforcement Learning (2024 version)

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HangX-Ma/cs106l-sp23

CS 106L, Standard C++ Programming, Stanford University, Spring 2023

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Shaheer-khan-github/CS106A-Code-in-place-Stanford

CS106A, this course was offered during the 2020 Pandemic and approx. 10k people from all over the world got shortlisted for this course.

Language: Python - Size: 13.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

ishanbhandari-19/CS231n-2019

My solutions to the assignments of Stanford course CS231n-2019

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evanbaldonado/stanford-color-palette

Colors from Stanford University's Identity Guide. Intended for use only with Stanford-related projects.

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stephenyeargin/calculator-ios

Simple calculator built from examples during Lecture 1 and 2 in the Developing iOS 8 Apps with Swift course from Stanford University.

Language: Swift - Size: 13.7 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

ishaansathaye/ml-ng-stanford

Machine Learning-Andrew Ng-Stanford University Course

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NickKaparinos/Stanford-CS-234-RL-2022

Solutions to the Stanford CS:234 Reinforcement Learning 2022 course assignments.

Language: Python - Size: 228 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

jayyymin18/contact-book

Program stores the data entered by the user into a JSON file, so once when the user terminates the program and runs it again all he can access all the contacts he saved on the last iteration of the program.

Language: Python - Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

thomastrg/NLP_against_cyberbullying

Research paper about Cyber Bulluying Detection on Twitter from Stanford University students

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jesussantana/Machine-Learning-Stanford-University

This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition

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shehroze-1122/Machine-Learning-Andrew-Ng-Exercises

This repository contains the exercises done for the course: Machine Learning by Andrew Ng on Coursera

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hulyak/code_in_place

Stanford University Code In Place '21

Language: Python - Size: 81.7 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

charlie6echo/CS231n

Stanford University's Famous computer Vision course 'CS231n' Assignments and codes.

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bimalka98/Machine-Learning-Coursera-ANG

Vectorized implementations of exercises related to Machine-Learning course offered by Stanford University.✨

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GabrielBB/stanford-algorithms-specialization

My unit tested solutions for Stanford University's Coursera Algorithms Specialization

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TheMadProphet/Huffman-Encoding-CS106B

Assignment 6 of Stanford's CS106B course - Huffman Encoding

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gordio/CS193p-MemoryGame

New course iOS Application Development with SwiftUI from Stanford by Michel Deiman

Language: Swift - Size: 31.3 KB - Last synced at: 9 days ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

MuskanPaliwal/Stanford_CodeinPlace_2020

The repository contains all the assignments, projects, and handouts that are given during Stanford's CodeinPlace Program, 2020.

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TobiasJacobson/SimVascular-Scripting

Work on python scripting in SimVascular Jun 02, 2019 Intermediate Release at the Cardiovascular Biomechanics Computation Lab at Stanford University School of Medicine

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shubhajitml/cs231n-18

my solutions for the assignment in CS231n - Spring 2018 - [nbviewer](http://nbviewer.jupyter.org/github/shubhajitml/cs231n-18/tree/master/Solutions/)

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techcentaur/Machine-Learning-Stanford

This repository is in correspodance with the assignments of Stanford University course on Machine Learning by Andrew Ng

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akjayant/Machine-Learning-Study-Material

Contains Stanford University (CS 229) Machine Learning study material

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