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ai-projects

Artificial Intelligence projects, documentation and code.

applied-ml

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

approachingalmost

Approaching (Almost) Any Machine Learning Problem

bayesian-optimization

Python code for bayesian optimization using Gaussian processes

bayesiandeeplearning-survey

Bayesian Deep Learning: A Survey

bda_course_aalto

Bayesian Data Analysis course at Aalto

bda_py_demos

Bayesian Data Analysis demos for Python

causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

data-analysis

Data Science Using Python

dataanalysisbyexample

Medium Blog

datasciencecoursera

datasharing

The Leek group guide to data sharing

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

expl_data_analysis

gettingcleaningdata

ml_assignment

mmm_stan

Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

model-based-testing-hypotheses

Testing hypotheses through statistical models opens a universe of new possibilities. Learn how to improve your daily work with this approach.

model-deployment

This playlist covers model deployment covered as part of course in YouTube - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5PlN1jwOB3jVZE6nYTVswk

onnxt5

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pulearn

Positive-unlabeled learning with Python.

teacheasy

A goto software for teachers and students.

test

the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing

tutorials