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data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datahub

The Metadata Platform for the Modern Data Stack

docker-airflow

Docker Apache Airflow

docker-airflow-mssql

Docker Image for Airflow with MS SQL and pyodbc support

docker-hadoop-spark-workbench

[EXPERIMENTAL] This repo includes deployment instructions for running HDFS/Spark inside docker containers. Also includes spark-notebook and HDFS FileBrowser.

docker-spark

Apache Spark docker image

docker-spark-1

Tutorial for setting up a Spark cluster running inside of Docker containers located on different machines

emr-superset-demo

Project files for the post: Installing Apache Superset on Amazon EMR: Add data exploration and visualization to your analytics cluster.

etl-with-airflow

ETL best practices with airflow, with examples

great_expectations

Always know what to expect from your data.

hadoop-hive-spark-docker

Base Docker image with just essentials: Hadoop, Hive and Spark.

incubator-liminal

Apache Liminals goal is to operationalise the machine learning process, allowing data scientists to quickly transition from a successful experiment to an automated pipeline of model training, validation, deployment and inference in production. Liminal provides a Domain Specific Language to build ML workflows on top of Apache Airflow.

indiaiptv

interpret

Fit interpretable models. Explain blackbox machine learning.

intro-to-cassandra-for-developers

iptv

kinesis-aggregation

AWS libraries/modules for working with Kinesis aggregated record data

laptop-prices-predictor

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

metacat

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

mlflow

Open source platform for the machine learning lifecycle

mlflow-yarn

Backend implementation for running MLFlow projects on Hadoop/YARN.

moneycontrolpy

A python API to Money Control forum.

nanodataeng-capstone

Udacity Nano Data Engineering Degree, Capstone Project

odd-platform

First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.

orchestrate-data-pipeline-with-step-functions

postman-salesforce-apis

Salesforce API Postman Collection

pycaret

An open-source, low-code machine learning library in Python