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100-days-of-ml-code

100 Days of ML Coding

aureliengeron

“Hands-On Machine Learning with Scikit-Learn and TensorFlow” Excerpt From: Aurélien Géron. “Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems.” iBooks.

awesome-awesome

A curated list of awesome curated lists of many topics.

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-data-science

Laundry List of Data Science / ML /AI resources available online

awesome-datascience

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

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

car-prices-prediction

Car Prices Prediction

data-science-from-scratch

code for Data Science From Scratch book

datascience_projects

Repository contains various Data Science Case Studies and Projects.

deeplearning-models

A collection of various deep learning architectures, models, and tips

eda-lending_club_loan

heroku-demo

hr-analytics-case-study

HR Analytics Case Study using logistic regression

nlp-in-practice

Full working examples in Python with accompanying dataset for Text Mining & NLP. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, word count with pyspark, simple text preprocessing, accessing pre-trained embeddings and more.

recipes

reflections

Udacity's GIT reflection exercise

sparkfundscasestudy

A case study of investment company to analyse where to invest, which sectors to invest and which companies to invest

svm_handwritten_digits_recognition

To develop a model using Support Vector Machines which should correctly classify the handwritten digits based on the pixel values given as features.

test

timeseries

A Case Study on Retail Giant Sales/Demand Time Series Forecasting :

uber_casestudy