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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

alexioannides

Python source code for generating my website at alexaioannides.github.io.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

ammonite-spark

Run spark calculations from Ammonite

annotated_research_papers

This repo contains annotated research papers that I found really good and useful

awesome-data-engineering

A curated list of data engineering tools for software developers

awesome-datascience

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

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

awesome-scala

A community driven list of useful Scala libraries, frameworks and software.

awesome-spark

A curated list of awesome Apache Spark packages and resources.

awesome-streaming

a curated list of awesome streaming frameworks, applications, etc

aws-machine-learning-university-accelerated-tab

awscala

Using AWS SDK on the Scala REPL

azure-synapse-analytics-day

babar

Profiler for large-scale distributed java applications (Spark, Scalding, MapReduce, Hive,...) on YARN.

c9-python-getting-started

Sample code for Channel 9 Python for Beginners course

cali

Supercharge your custom dev setup

config

configuration library for JVM languages using HOCON files

cookiecutter-hypermodern-python

Hypermodern Python Cookiecutter

coqpit

Simple but maybe too simple config management through python data classes. We use it for machine learning.

core

Production scale vision AI platform, with fully integrated components for model building, automated labeling, data processing and model training pipelines.

covid19

Simulating COVID-19 transmission for Germany

data-engineer-roadmap

Roadmap to becoming a data engineer in 2020

data-version-control

datafiles

A file-based ORM for Python dataclasses.

dbt-tips

Collection of dbt Tips and Tricks

deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

demo-scala-python