Tolga Öztürk's starred repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
data-science
📊 Path to a free self-taught education in Data Science!
cs231n.github.io
Public facing notes page
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
sqlalchemy
THIS IS NOT THE OFFICIAL REPO - PLEASE SUBMIT PRs ETC AT: http://github.com/sqlalchemy/sqlalchemy
DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning
ipython-sql
%%sql magic for IPython, hopefully evolving into full SQL client
pythonbrew
Python Environment manager
BDA_py_demos
Bayesian Data Analysis demos for Python
boost-python-examples
Some examples for the use of boost::python
BDA_R_demos
Bayesian Data Analysis demos for R
IntroToDataScience
GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.
movie-suggestions
Twitter bot that shares a movie and quotes with its media
simple-personality-test
example of using javascript, HTML, CSS
smallDockerImagesTool
Smaller Docker Images Tool with the power of Nix Package Manager.
eksi_crawler
A multithread crawler for the website Ekşisözlük
MachineLearningCourse
ML Course HomeWorks