Ahmed Gurbuz's starred repositories
data-science-learning-resources
A comprehensive list of free resources for learning data science
free_r_tips
Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every week.
flatiron-school-data-science-curriculum-resources
Lesson material on data science and machine learning topics/concepts
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
griffon-vm
Griffon Data Science Virtual Machine
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
apt-hunter
Apartments.com web scraper using BeautifulSoup4.
BayesMadeSimple
Code for a tutorial on Bayesian Statistics by Allen Downey.
keras-idiomatic-programmer
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
every-programmer-should-know
A collection of (mostly) technical things every software developer should know about
DataCamp_Solutions_Python
My solutions to DataCamp projects (now only Python)
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Hands-on-NLP-with-NLTK-and-scikit-learn-
Hands-on NLP with NLTK and scikit-learn[video], published by Packt
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
statistics-for-data-scientists
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
free-programming-books
:books: Freely available programming books
youtube-dl
Command-line program to download videos from YouTube.com and other video sites
Data-Science--Cheat-Sheet
Cheat Sheets