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ai-fundamentals

Code samples for AI fundamentals

awesome-python

A curated list of awesome Python frameworks, libraries and software

aws-machine-learning-university-accelerated-tab

Machine Learning University: Accelerated Tabular Data Class

azure-iot-sdks

SDKs for a variety of languages and platforms that help connect devices to Microsoft Azure IoT services

azure-sdk-for-python

This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python.

bcggamma

Code for BCG Gamma technical challenge

beautifulsoup_pres

Apr9_NYU

bioimg-sciluigi-casestudy

An automated virtual machine setup, containing a use case for running workflows written in SciLuigi

boto3

AWS SDK for Python

channels-examples

Example projects using Django Channels

coursera-mlops-c2-final-huggingface

Coursera Lab for MLOps course covers Hugging Face

coursera-mlops-foundations-lab-2-poker-simulator

Poker Simulator

cracking-the-data-science-interview

Resources for Oreilly's "Cracking the Data Science Interview" video series.

data-engineering-101

Introduction to Data Engineering workshop, learn to build a data pipeline with Luigi!

data-pipelines

data-science-primer-1

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

data-scientists-guide-apache-spark

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

databricks-utils

Simple utilities for working with Databricks

django

The Web framework for perfectionists with deadlines.

dp100

Labs for Course DP-100: Designing and Implementing Data Science Solutions on Microsoft Azure

glmm-in-python

Generalized linear mixed-effect model in Python

google-maps-services-python

Python client library for Google Maps API Web Services

hackerrank-data-scientist-hiring-test

Predict life expectancy of a country or a geographical area based on socioeconomic factors.

huggingface-ghcr

MLOps packaging: build and push to GitHub Container Registry

lightautoml

Fast and customizable framework for automatic ML model creation (AutoML)

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

luigi-exercise-template

An exercise for the PyCon 2017 tutorial session on Building a Data Pipeline with Luigi

luigi_rosmann_sales

Using Luigi to create a Machine Learning Pipeline using the Rossman Sales data from Kaggle

machine_learning_examples

A collection of machine learning examples and tutorials.

machinelearningnotebooks

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