llSourcell/k_means_clustering

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llSourcell/k_means_clustering

llSourcell

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This is the code for "K-Means Clustering - The Math of Intelligence (Week 3)" By SIraj Raval on Youtube

k_means_clustering

This is the code for "K-Means Clustering - The Math of Intelligence (Week 3)" By SIraj Raval on Youtube

Overview

This is the code for this video on Youtube by Siraj Raval as part of The Math of Intelligence course.

Dependencies

numpy
matplotlib

Install missing dependencies using pip.

Usage

Just run jupyter notebook in terminal and you can visit the notebook in your web browser.

Install jupyter from here

Credits

The credits for a big part of the code go to gleydson. I've merely created a wrapper to get people started.

Learn_Machine_Learning_in_3_Months

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

learn_math_fast

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

Learn_Data_Science_in_3_Months

This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube

Learn_Deep_Learning_in_6_Weeks

This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube

Learn_Computer_Science_in_5_Months

This is the Curriculum for "Learn Computer Science in 5 Months" By Siraj Raval on Youtube

Learn_Blockchain_in_2_months

This is the code for "Learn Blockchain in 2 Months" by Siraj Raval on Youtube

YOLO_Object_Detection

This is the code for "YOLO Object Detection" by Siraj Raval on Youtube

tensorflow_chatbot

Tensorflow chatbot demo by @Sirajology on Youtube

Learn_Computer_Vision

This is the curriculum for "Learn Computer Vision" by Siraj Raval on Youtube

Learn-Natural-Language-Processing-Curriculum

This is the curriculum for "Learn Natural Language Processing" by Siraj Raval on Youtube

Machine_Learning_Journey

This is the Curriculum for "Machine Learning Journey" By Siraj Raval on Youtube

deepfakes

This is the code for "DeepFakes" by Siraj Raval on Youtube

100_Days_of_ML_Code

These are the instructions for "100 Days of ML Code" By Siraj Raval on Youtube

How-to-Predict-Stock-Prices-Easily-Demo

How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube

Jupyter Notebook

Programming_Interview_Study_Plan

This is the Programming Interview Study Plan by Siraj Raval on Youtube

Reinforcement_Learning_for_Stock_Prediction

This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube

ChatGPT_Trading_Bot

This is the code for the "ChatGPT Trading Bot" Video by Siraj Raval on Youtube

Jupyter Notebook

capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

tensorflow_image_classifier

TensorFlow Image Classifier Demo by @Sirajology on Youtube

Make_Money_with_Tensorflow_2.0

This is the code for "Make Money with Tensorflow 2.0" by Siraj Raval

Jupyter Notebook

LearnML

This is the Study Guide for Learn Machine Learning in 3 Months (PyTorch Curriculum) by Siraj Raval on Youtube

Mathematics_for_Beginners

This is the formula sheet for "Mathematics for Beginners" by Siraj Raval on Youtube

How_to_make_a_text_summarizer

This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube

Jupyter Notebook

Pokemon_GAN

This is the code for "Generating Pokemon with a Generative Adversarial Network" by Siraj Raval on Youtube

Watch-Me-Build-a-Trading-Bot

This is the code for "Watch Me Build a Trading Bot" by Siraj Raval on Youtube

Learn_Physics_in_2_Months

This is the curriculum for "Learn Physics in 2 Months" by Siraj Raval on Youtube

How_to_simulate_a_self_driving_car

This is the code for "How to Simulate a Self-Driving Car" by Siraj Raval on Youtube

Your_First_Decentralized_Application

This is the code for "A Guide to Building Your First Decentralized Application" by Siraj Raval on Youtube

Jupyter Notebook

AI_in_Finance

This is the code for "AI in Finance" By Siraj Raval on Youtube

The_Math_of_Intelligence

This is the Syllabus for Siraj Raval's new course "The Math of Intelligence"

tensorflow_speech_recognition_demo

This is the code for 'How to Make a Simple Tensorflow Speech Recognizer' by @Sirajology on Youtube

Convolutional_neural_network

This is the code for "Convolutional Neural Networks - The Math of Intelligence (Week 4)" By Siraj Raval on Youtube

Jupyter Notebook

AI_Startup_Prototype

This is the code for "Watch Me Build an AI Startup" By Siraj Raval on Youtube

Neural_Network_Voices

This is the code for "Neural Network Voices" by Siraj Raval on Youtube

A_Guide_to_Running_Tensorflow_Models_on_Android

This is the code for"A Guide to Running Tensorflow Models on Android" By SIraj Raval on Youtube

pose_estimation

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Everybody_Dance_Now

This is the code for "Everybody Dance Now!" By Siraj Raval on Youtube

Q-Learning-for-Trading

ethereum_future

This is the Code for "Ethereum Future Prices" by Siraj Raval on Youtube

Jupyter Notebook

AI_Composer

AI Composer for Machine Learning for Hackers #2

How-to-Use-GitHub

This is the supplementary material for "How to Use GitHub" By Siraj Raval on Youtube

how_to_deploy_a_keras_model_to_production

This is the code for the "How to Deploy a Keras Model to Production" by Siraj Raval on Youtube

predicting_stock_prices

This is the coding challenge for "Predicting Stock Prices" by @Sirajology on Youtube

How-to-Deploy-a-Tensorflow-Model-in-Production

This is the code for the "How to Deploy a Tensorflow Model in Production" by Siraj Raval on YouTube

linear_regression_live

This is the code for the "How to Do Linear Regression the Right Way" live session by Siraj Raval on Youtube

Chatbot-AI

Chatbot AI for Machine Learning for Hackers #6

Predicting_Winning_Teams

This is the code for "Predicting the Winning Team with Machine Learning" by Siraj Raval on Youtube

Jupyter Notebook

Music_Generator_Demo

Music Generator Demo by @Sirajology on Youtube

Data_Science_Interview_Guide

These are the tips for "5 Steps to Pass Data Science Interviews" By Siraj Raval on Youtube

quantum_machine_learning

This is the code for "Quantum Machine Learning" By Siraj Raval on Youtube

AI_Freelancing

This is the code for "How to Do Freelance AI Programming" By Siraj Raval on Youtube

AI_Artist

AI Artist for Machine Learning for Hackers #5

bitcoin_prediction

This is the code for "Bitcoin Prediction" by Siraj Raval on Youtube

Jupyter Notebook

tensorflow_demo

Tensorflow Demo for my TF in 5 Min Video on Youtube

Neural_Differential_Equations

This is the code for "Neural DIfferential Equations" By Siraj Raval on Youtube

Jupyter Notebook

Stock_Market_Prediction

This is the code for "Stock Market Prediction" by Siraj Raval on Youtube

Jupyter Notebook

Build-an-AI-Startup-with-PyTorch

This is the code for 'Build an AI Startup with Pytorch" by Siraj Raval

ChatGPT_Sports_Betting_Bot

This is the code for "I Built a Sports Betting Bot with ChatGPT" by Siraj Raval on Youtube

Jupyter Notebook

Move_37_Syllabus

This is the syllabus for "Move 37", Siraj Raval's new course at School of AI

Classifying_Data_Using_a_Support_Vector_Machine

This is the code for the "Classifying Data using Gradient Descent" by Siraj Raval on Youtube

Jupyter Notebook

A-Guide-to-DeepMinds-StarCraft-AI-Environment

This is the code for "A Guide to DeepMind's StarCraft AI Environment" by Siraj Raval on Youtube

Landing-a-SpaceX-Falcon-Heavy-Rocket

This is the code for "Landing a SpaceX Falcon Heavy Rocket" By Siraj Raval on Youtube

How_to_Build_a_healthcare_startup

This is the code for "How to Build a Healthcare Startup" by Siraj Raval on Youtube

AI_For_Music_Composition

This is the code for "AI for Music Composition" by Siraj Raval on Youtube

How_to_make_a_chatbot

This is the code for "How to Make a Chatbot - Intro to Deep Learning #12' by Siraj Raval on YouTube

LSTM_Networks

This is the code for "LSTM Networks - The Math of Intelligence (Week 8)" By Siraj Raval on Youtube

Jupyter Notebook

Make_a_neural_network

This is the code for the "Make a Neural Network" - Intro to Deep Learning #2 by Siraj Raval on Youtube

AI_For_Business_Curriculum

This is the curriculum for the "AI for Business" Course By Siraj Raval on Youtube

Time_Series_Prediction

This is the code for "Time Series Prediction" By Siraj Raval on Youtube

Jupyter Notebook

3D_Pose_Estimation

This is the code for "Machine Vision" By Siraj Raval on Youtube

Financial_Forecasting_with_TensorflowJS

This is the code for "Financial Forecasting with Tensorflow.js" By Siraj Raval on Youtube

linear_regression_demo

This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube

ethereum_demo

This is the code for "Ethereum Explained" by Siraj Raval on Youtube

Jupyter Notebook

chatbot_tutorial

This is the code for "Chatbot Tutorial" by Siraj Raval on Youtube

Watch-Me-Build-a-Finance-Startup

This is the code for "Watch Me Build a Finance Startup" by Siraj Raval on Youtube

word_vectors_game_of_thrones-LIVE

This is the code for the "How to Make Word Vectors from Game of Thrones (LIVE) " Siraj Raval on Youtube

Jupyter Notebook

AI_in_Medicine_Clinical_Imaging_Classification

This is the code for "AI in Medicine " By Siraj Raval on Youtube

deep_q_learning

This is the Code for "Deep Q Learning - The Math of Intelligence #9" By Siraj Raval on Youtube

Jupyter Notebook

AI_Writer

AI Writer for Machine Learning for Hackers #8

Bitcoin_Trading_Bot

This is the code for "Bitcoin Trading Bot" By Siraj Raval on Youtube

Jupyter Notebook

Unity_ML_Agents

This is the code for "Unity AI" by Siraj Raval on Youtube

how_to_convert_text_to_images

This is the code for "How to Convert Text to Images - Intro to Deep Learning #16' by Siraj Raval on YouTube

Game-AI

Game AI for Machine Learning for Hackers #3

Intro_to_the_Math_of_intelligence

This is the code for "Intro - The Math of Intelligence" by Siraj Raval on Youtube

Sentiment_Analysis

This is the code for "Sentiment Analysis - Data Lit #1" by Siraj Raval on Youtube

Jupyter Notebook

recommender_live

Jupyter Notebook

recurrent_neural_network

This is the code for "Recurrent Neural Networks - The Math of Intelligence (Week 5)" By Siraj Raval on Youtube

Jupyter Notebook

How-to-Learn-from-Little-Data

This is the code for "How to Learn from Little Data - Intro to Deep Learning #17' by Siraj Raval on YouTube

How_to_generate_music_in_tensorflow_LIVE

Kaggle_Earthquake_challenge

This is the code for the Kaggle Earthquake Challenge by Siraj Raval on Youtube

Jupyter Notebook

OpenAI_Five_vs_Dota2_Explained

This is the code for "OpenAI Five vs DOTA 2 Explained" By Siraj Raval on Youtube

Learn_Synthetic_Biology

How-to-Build-a-Biomedical-Startup

This is the code for "How to Build a Biomedical Startup" by Siraj Raval on Youtube

Gaussian_Mixture_Models

This is the code for "Gaussian Mixture Models - The Math of Intelligence (Week 7)" By Siraj Raval on Youtube

Jupyter Notebook

Make_Money_with_Tensorflow

This is the code for "Make Money with Tensorflow" by Siraj Raval on Youtube

Machine-Learning-API-Tutorial

This is the code for "Machine Learning API tutorial" By Siraj Raval on Youtube

AI_Supply_Chain

This is the code for "AI for Supply Chain" by Siraj Raval on Youtube

Jupyter Notebook

how_to_build_a_bitcoin_startup

This is the code for "How to Build a Bitcoin Startup" by Siraj Raval on Youtube

machine_learning_and_neuroscience

This is the code for "Machine Learning & Neuroscience" By Siraj Raval on Youtube

alphago_demo

This is the code for "How Does DeepMind's AlphaGo Zero Work?" Siraj Raval on Youtube