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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

appliedml_python_coursera

Material and note of the course of Applied ML in Python

butterfly-javascript-game

A butterfly adventure -very basic- game (and basic artificial intelligence example) made with javascript (and development videos)

cmpe232

Advanced Data Structure and Algorithms

cmpe251

cmpe373

Agent Based Modeling

cookbook-2nd

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

coursera-machine-learning

Coursera Machine Learning - Python code

courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

ctci-solutions

Python solutions to Cracking the Coding Interview (6th edition)

data-science-from-scratch

code for Data Science From Scratch book

dataistanbul

R code snippets used in the dataistanbul talk on April 5, 2017

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

demo

eeen-566-artificial-intelligence

Artificial Intelligence

game-of-life

An application which emulates John Conway's Game of Life.

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

gsu-dersler

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

ilk-blogum

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

kave

Sarıyer Akademi Yapay Zeka II

kave-egitim

Veri Bilimi, Yapay Öğrenme, Derin Öğrenme konuları işlenecektir.

kave-uzman

Araştırma ve Üretim Odaklı Yapay Zeka Eğitimi

kavi-voice-assistant

Kavi Voice Assistant Project Code

kelime-siniflandirici

Girilen kelimenin İngilizce'ye mi yoksa Türkçe'ye mi daha yakın olduğunu tahmin etmeye çalışır.

loglizer

A log analysis toolkit for automated anomaly detection