26-weeks-of-data-science

Email Newsletter

30-days-of-ml-kaggle

Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.

ab_testing

A/B Testing — A complete guide to statistical testing

ai_app

ai_apps

applied-ai-course

applied-ml

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

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

best-data-science-learning-resources

My Study Collection data science courses, Article etc.

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

coursera_capstone

This repository will be used to store IBM Data Science Professional :Coursera Capstone

coursera_deep_learning_specialization

Implementation of Logistic Regression, MLP, CNN, RNN & LSTM from scratch in python. Training of deep learning models for image classification, object detection, and sequence processing (including transformers implementation) in TensorFlow.

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

data-science-101-cwe-materials

Curriculum materials for General Assembly's "Data Science 101"

data-science-from-scratch

code for Data Science From Scratch book

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.

data-science-resources

datacamp

DataCamp data-science courses

datacamp-1

This repositoray includes all exercises solutions for Tracks, Courses and Projects that I have finished on datacamp

dataenggcookbook

The Data Engineering Cookbook

datasciencepython

common data analysis and machine learning tasks using python

datatales

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

deeplearning.ai-tensorflow-developer-course

DeepLearning.AI TensorFlow Developer Professional Certificate -Coursera

dlaicourse

Notebooks for learning deep learning

dodatagood.github.io

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

gcp-essentials

Example gcloud statements for GCP services

golang-tutorials

Golang Tutorials. Learn Golang from Scratch with simple examples.

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.