Name		Name	Last commit message	Last commit date
parent directory ..
Files		Files
Tutorial 05x02		Tutorial 05x02
Tutorial 05x03		Tutorial 05x03
Tutorial 05x04		Tutorial 05x04
Tutorial 05x05		Tutorial 05x05
Tutorial 05x06		Tutorial 05x06
Tutorial 05x07		Tutorial 05x07
Tutorial 05x08		Tutorial 05x08
Tutorial 05x10		Tutorial 05x10
Tutorial 05x11		Tutorial 05x11
Tutorial 05x12		Tutorial 05x12
Tutorial 05x13		Tutorial 05x13
README.md		README.md

README.md

Index

Repository for the Series 05 | Julia Machine Learning for Beginners YouTube Playlist.

[05x01] What is Machine Learning? (no code)
[05x02] Linear Regression
[05x03] Logistic Regression
[05x04] Naive Bayes Classifier
[05x05] Support-Vector Machine using LIBSVM.jl
[05x06] Decision Tree, Random Forest & AdaBoost using DecisionTree.jl
[05x07] k-Nearest Neighbors & k-D Tree using NearestNeighbors.jl
[05x08] Intro to Artificial Neural Networks (Flux.jl part 1 of 2)
[05x09] Artificial Neural Networks Concepts (Flux.jl part 2 of 2)
[05x10] k-means Clusting using Clustering.jl
[05x11] Principal Component Analysis using MulitvariateStats.jl
[05x12] Markov Decision Process using POMDPs.jl
[05x13] SARSA and Q-learning Algorithms using POMDPs.jl

Notes

Tutorials 02-09: Supervised Learning
Tutorials 10-11: Unsupervised Learning
Tutorials 12-13: Reinforcement Learning