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3-months-roadmap-for-data-science

ailab

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

angular-django-registration-auth

This AngularJS module is designed to provide an authentication interface between a SPA (single page app), and a Django application running the Django REST Auth app. In addition to providing a client-side API, this module includes pages to support authentication and user profiles right out of the box.

angularjs-django-rest-framework-seed

Seed for a cross domain Angularjs/Django Rest Framework Application

audio-book-project

awesome-datascience

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

classify-song-genres-from-audio-data

Using a dataset comprised of songs of two music genres (Hip-Hop and Rock), I have train a classifier to distinguish between the two genres based only on track information derived from Echonest (now part of Spotify). I have first make use of pandas and seaborn packages in Python for subsetting the data, aggregating information, and creating plots when exploring the data for obvious trends or factors you should be aware of when doing machine learning. Next, I have use the scikit-learn package to predict whether you can correctly classify a song's genre based on features such as danceability, energy, acousticness, tempo, etc.

cloud

The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

compare-python-web-frameworks

Helping you select a Python web framework based on an example app.

coronavirus_visualization_and_prediction

This repository tracks the spread of the novel coronavirus, also known as SARS-CoV-2. It is a contagious respiratory virus that first started in Wuhan in December 2019. On 2/11/2020, the disease is officially named COVID-19 by the World Health Organization.

course-contents

kaggle-notebooks

Tutorial on Diverse topics using Python and R from wide range of Data Science Methodology. Learn different tpyes of Supervised, Unsupervised and other Machine Learning Algorithms.

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml-mt-webapp

This project is all about a Machine Learning based Medical Test web app which makes predictions about various diseases using the concept of machine learning.

modeltojson

movement-tracking

UP - DOWN - LEFT - RIGHT movement tracking.

movie-recommendation-system

Movie recommendation system in python that uses uses the lightfm recommender system library.

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

python

All Algorithms implemented in Python

pythonormsleepy

Python ORM/ODM Examples, For The Sleepy

pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

resourceify

A curated list of everything you need in the field of Data Science, Machine Learning and Artificial Intelligence including but not limited to Online Courses, Documentations, Blogs, Podcasts, Cheatsheets, research papers, latest developments etc.. arranged in sub-domains and further by the language or framework being used.

trackersheet-for-leaning-data-science

ultimate_posts

Ultimate posts for opendatascience telegram channel

urlshortner

we want to build a URL Shortener. Let's assume that the base URL for this is localhost and it is running on port 80. The service is divided into two routes: 1. http://localhost/api/ - This route is the RESTful API which is used to register, update and delete the various URLs registered by this service. 2. http://localhost/goto/{token} - This route is to redirect the user to the respective site.