There are 9 repositories under stanford-university topic.
Third-person Action Roguelike made in Unreal Engine C++. Project for Unreal Engine C++ Course & Stanford University
All notes and materials for the CS229: Machine Learning course by Stanford University
Machine learning-Stanford University
Completed the CS231n 2017 spring assignments from Stanford university
All notes and materials for the CS229: Machine Learning course by Stanford University
Stanford CS193P Fall 2017 Demo
Stanford LaTeX poster template
🌀 Stanford CS 228 - Probabilistic Graphical Models
Unofficial repo for Design and Analysis of Algorithms, Stanford University, Fall 2017.
This is an unofficial LaTeX Beamer presentation template for Stanford University.
Solutions for CS224n course from Stanford University: Natural Language Processing with Deep Learning
Repo for Statistical Learning course offered by Stanford University
All lecture notes, slides and assignments for CS230 course by Stanford University.
Solutions to assignments of the CS224W Machine Learning with Graphs course from Stanford University.
Stanford course CS193P Fall 2017 Demo for iOS 12 Xcode 10 Swift 4.2
My solutions for https://www.coursera.org/learn/unsupervised-learning-recommenders-reinforcement-learning
Algorithms - Design and Analysis offered by Stanford University
# 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)
Stanford University offered CS106A course in the form of '"Code in Place" during the COVID-19 pandemic.
List :clipboard: of Books:books:, Courses :computer: for Data Science :bar_chart:
🐲 Stanford CS234 : Reinforcement Learning
All notes, slides and assignments for CS231n: Convolutional Neural Networks for Visual Recognition class by Stanford
Repo for the Databases courses provided by Stanford University https://lagunita.stanford.edu/courses
🐳 Collection of courses I taken
All the solutions from the programming assignments of the Machine Learning Course in Coursera taught by Andrew NG, Professor of Stanford University
XQuery wrapper around the Stanford CoreNLP pipeline
A Python API for Stanford's Explore Courses
Build project for all CEDAR Java repositories
This is an unofficial LaTeX Beamer poster template for Stanford University.
Stanford University cs224N course. Deep Learnign with NLP. Solutions in Python3.6
My notes for Stanford's CS229 course
My solutions for https://www.coursera.org/learn/machine-learning?id=285
Stanford Computer Science Curriculum in 2021
Mimic HyperQuest from Stanford University, CS231n