XPT5OO1

XPT5OO1's Stars

• mnielsen/neural-networks-and-deep-learning

  Code samples for my book "Neural Networks and Deep Learning"

  Language:Python16.1k6.6k

• daniel-e/mnist_octave

  Loading MNIST handwritten digits with Octave

  Language:Python111

• niconielsen32/NeuralNetworks

  Language:Jupyter Notebook9683

• Pratapabhay/Machine_Learning_ex8

  Coursera - Machine Learining(Andrew NG) Ex-8

  Language:Matlab11

• 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)

  Language:MATLAB267

• Sentdex/NNfSiX

  Neural Networks from Scratch in various programming languages

  Language:C++1.4k376

• upnalab/SonicSurface

  Generating Airborne Ultrasonic Amplitude Patterns Using an Open Hardware Phased Array

  Language:VHDL15039

• callum-kl/svms-from-scratch

  Code for implementing an SVM from scratch in MATLAB

  Language:MATLAB1

• Google-Summer-of-Code-Archive/gsoc-proposals-archive

  This repository contains Accepted proposals for various Google Summer of Code organizations throughout various years!

  431115

• gnu-octave/statistics

  The Statistics package for GNU Octave

  Language:MATLAB2524

• gnu-octave/octave

  GNU Octave Mirror (https://www.octave.org/hg/octave). Report bugs and submit pull requests (patches) at https://bugs.octave.org

  Language:C++41157

• m-a-y-a-n-k/AlgoLens

  A project for visualising Data structures and Algorithms

  Language:JavaScript42

• GitPaulo/data-structures-visualiser

  🛠 An extendable data structure & algorithm visualisation tool.

  Language:JavaScript81

• BraedonWooding/LLV

  A nice and simple way to visualise a ton of data structures

  Language:C72

• wn/algo-board

  Data structures visualiser

  Language:JavaScript63

• Sagar0-0/DSA

  Building the largest DSA solutions repository TOGETHER.

  Language:Java389251

• FujiwaraChoki/MoneyPrinter

  Automate Creation of YouTube Shorts using MoviePy.

  Language:Python10.3k1.4k

• devdetour/TelegramFUSE

  A FUSE filesystem written in Python for reading and writing files to and from Telegram.

  Language:Python30837

• durgeshsamariya/awesome-github-profile-readme-templates

  This repository contains best profile readme's for your reference.

  Language:HTML4.4k7.1k

• microsoft/MicrosoftEdge-Extensions

  This is a community space for Microsoft Edge Add-ons developers, to share resources and information about building, publishing and growing their Microsoft Edge extension.

  Language:JavaScript149128

• Code-Bullet/Enigma-Simulator

  Language:Processing443135

• sjvasquez/handwriting-synthesis

  Handwriting Synthesis with RNNs ✏️

  Language:Python4.4k588