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aistrategy

Artificial Intelligence is a core capability of the modern enterprise. It must have a sustainable and laser-like precision and efficiency.

aspect-based-sentiment-mining

Keywords: NLP, Text-Classification, Drug Reviews, Flask

awesome-datascience

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

beergame

Simulations and Jupyter Notebooks that provide an in depth analysis of the Beer Distribution Game. Advanced illustration of using BPTK to train autonomous agents to play the game, using a reinforcement learning approach.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

bpmn-js

A BPMN 2.0 rendering toolkit and web modeler.

bptk-model-library

The BPTK Model Library is a collection of System Dynamics and Agent-based models built using the Business Prototyping Toolkit for Python.

bptk_intro

Introduction to the business prototyping toolkit

bptk_py_tutorial

Tutorial for BPTK-Py, the Python simulation engine for System Dynamics & Agent based models.

coursera_how-to-win-a-data-science-competition-learn-from-top-kagglers

Labs and Project from the course "How to Win a Data Science Competition: Learn from Top Kagglers"

cs4220-s23

Course materials for Cornell CS 4220 / Math 4260 / CS 5223 for Spring 2023.

cs50-ai-python

Harvard University CS50’s Introduction to Artificial Intelligence with Python

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science--all-cheat-sheet

data-science-interview-resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

ethereumbook

Mastering Ethereum, by Andreas M. Antonopoulos, Gavin Wood

flightsurety

Udacity Blockchain Nanodegree Course 6 "Flight Surety" Project

free-data-science-books

Free resources for learning data science

good-books

keras-data-generator

Template for data generator in Keras

linkedin_scraper

A library that scrapes Linkedin for user data

machine-learning

Content for Udacity's Machine Learning curriculum

machine-learning-yearning

Machine Learning Yearning book by 🅰️𝓷𝓭𝓻𝓮𝔀 🆖

mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

ml-study-guide

Minimal Machine Learning Study Plan

product-api

Making data science available for the user: An API-centric data science product

quality_assurance_in_poduction_process

Enable continuous learning of a quality measurement system through a holistic process and thus to automatically improve the precision of the measurement system. The solution is based on a Raspberry Pi and a camera to which I deployed a deep learning functionality that allows the object classification to be predicted directly on the edge device.

stanford-cs-221-artificial-intelligence

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning