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fx-analytic-system

goodreads_etl_pipeline

An end-to-end GoodReads Data Pipeline for Building Data Lake, Data Warehouse and Analytics Platform.

grokking-deep-learning

this repository accompanies my forthcoming book "Grokking Deep Learning"

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

iot_platform

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

ksql-udf-deep-learning-mqtt-iot

Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor Data

learn-hadoop-and-spark

This repository focuses on gathering and making a curated list resources to learn Hadoop for FREE.

machine-learning

从零基础开始机器学习之旅

machine-learning-study-path-march-2019

A complete ML study path, focused on TensorFlow and Scikit-Learn

make_money_with_tensorflow_2.0

This is the code for "Make Money with Tensorflow 2.0" by Siraj Raval

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mathsdl-spring19

Mathematics of Deep Learning, Courant Insititute, Spring 19

merchant_facebook

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

postgres-operator-examples

Examples for deploying applications with PGO, the Postgres Operator from Crunchy Data

realtime-web-analytics-workshop

AWS Realtime Web Analytics Workshop with Kinesis Data Analytics

rfx

Reactive Function X (RFX) - fullstack framework for reactive data analytics

sentiment-analysis-in-event-driven-stock-price-movement-prediction

Use NLP to predict stock price movement associated with news

serverless-data-analytics

CloudFormation templates and scripts to setup the AWS services for the workshop, Athena & Redshift Spectrum queries

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stat479-deep-learning-ss19

Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

tensorflow_chatbot

Tensorflow chatbot demo by @Sirajology on Youtube

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

udacity-data-engineering-projects

Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.