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machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

machine_learning_examples

A collection of machine learning examples and tutorials.

machinelearningnotebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft

marketbias

data and source code for "Addressing Marketing Bias in Product Recommendations" WSDM'20

mastering-apache-spark

This is repository of my YouTube Course on End to End Apache Spark in AIEngineering YouTube Channel

metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

microsoft-teams-class-attender

A bot to attend classes on microsoft teams

microsoft_certification_dp-100_azure_data_scientist

Learning material for the DP-100 exam

mit-6.006-introduction-to-algorithms

https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/

mit-algorithms-6.006

This repository includes all my code implementations in algorithms and data structures from MIT's introduction to algorithms course on MIT OCW

ml-in-production

Machine Learning in Production

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

mlframework

nrf24l01-frequency-hopping-fhss

numerical_methods_youtube

padhai-course

Repository containing the colab-notebooks of the course i did on deep learning from One-Fourth-Labs

papermill-mlflow

🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.

parallel-concurrent-and-distributed-programming-in-java

personal-website

Code that'll help you kickstart a personal website that showcases your work as a software developer.

pipeline-paas

Platform-as-a-Service for pipelined execution.

predict-next-order-of-users

My solution to Kaggle competition ‘Instacart Market Basket Analysis’

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 ;)

problem-solving

Problem solving book

pwc

Papers with code. Sorted by stars. Updated weekly.

python-collab-template

🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.

python_intro

Jupyter notebooks in Russian. Introduction to Python, basic algorithms and data structures

pythondatasciencebootcampnyc

Python Data Science Bootcamp NYC Affordable Cost-Effective Best Weekend Classes Python SQL 101 Class Bootcamp Big Data Sciene Tutor NYC, New York Developed various passive course for bootcamps in Data Analytics, took classes at USA (New York) and India. Training theme centered around projects, for example, your portfolio or even themes you are doing at work in Manhattan, New York City. Very different from the repetitive courses given by other tutors with a fixed syllabus. The outcome of such engagement is a product you can use. And am focused to build your github portfolio. Also worked at New York Python SQL Bootcamp Coding Classes (Affordable & Cost-effective Machine Learning). Running the Best Free classes in NYC / India. Experience in creating and delivered for difference bootcamp: SQL 101 & Python 101 Classes, Big Data Science Classes for beginners in Analytics & Data Science, Weekend part time full time classes in Manhattan & Queens, 1 on 1 Tutoring, Free weekend 2hrs class, New York Python SQL Bootcamp for Non Programmers (Affordable Machine Learning).

pythonic-accountant

pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers