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ai-102-aiengineer

Lab files for AI-102 - AI Engineer

awesome-mlops

A curated list of references for MLOps

cruft

Allows you to maintain all the necessary cruft for packaging and building projects separate from the code you intentionally write. Built on-top of, and fully compatible with, CookieCutter.

dask

Parallel computing with task scheduling

data-science-cheatsheet

A helpful 4-page data science cheatsheet to assist with exam reviews, interview prep, and anything in-between.

data-science-cheatsheet-1

docplex-examples

These samples demonstrate how to use the DOcplex library to model and solve optimization problems.

dp-203-data-engineer

h2o-trial

line_profiler

Line-by-line profiling for Python

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.

mlopspython

MLOps using Azure ML Services and Azure DevOps

mslearn-dp100

Lab files for Azure Machine Learning exercises

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

paradag

A robust DAG implementation for parallel execution

pre-commit-sphinx

A pre-commit hook that will fail if documentation (eg for readthedocs.io) can't be built using sphinx

python-resmon

A resource monitor that records resource usage (e.g., CPU usage, RAM usage and free, disk I/O count, NIC speed, etc.) and outputs the data in CSV format that is easy to post-process.

tensor-house

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

tpot

A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.

trajectory_distance