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amazon-sagemaker-examples

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

analyzing-visualizing-data-powerbi

This repository contains the lab files and other resources for the free Microsoft course DAT207x: Analyzing and Visualizing Data with Power BI. To learn how to connect, explore, and visualize data with Power BI, sign up for this course on edX.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

applied-ml

📚 Papers by organizations sharing their work on applied data science & machine learning.

aws-deepracer-workshops

DeepRacer workshop content

azure-datafactory

azure-iot-predictive-maintenance

Azure IoT Predictive Maintenance preconfigured solution

azure-machinelearning-datascience

azure-stream-analytics

Azure Stream Analytics

azuredatalake

bigdatalogfileanalysis

Perform web server log analysis with Apache Spark

botbuilder

The Microsoft Bot Builder SDK is one of three main components of the Microsoft Bot Framework. The Microsoft Bot Framework provides just what you need to build and connect intelligent bots that interact naturally wherever your users are talking, from text/SMS to Skype, Slack, Office 365 mail and other popular services.

botpress

🤖 The Conversational Platform with built-in language understanding (NLU), beautiful graphical interface and Dialog Manager (DM). Easily create chatbots and AI-based virtual assistants.

c9-python-getting-started

Sample code for Channel 9 Python for Beginners course

courses-intro-to-python

Course files for Intro to Python for Data Science

cs100.1x

My solution to edX CS100.1x course on Big Data using Apache Spark by University of Berkeley

cs100.1x-1

BerkeleyX - Introduction to Big Data with Apache Spark (Summer 2015)

cs190.1x

Scalable Machine Learning using pyspark

data-analysis-with-r

Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more

data-science--cheat-sheet

Cheat Sheets

data-science-and-ml-essentials

data-science-essentials

Course files for the Microsoft data Science Essentials Course

data-science-from-scratch

code for Data Science From Scratch book

demo-self-driving

Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.

edx

Online courses

edx-cs100.1x-introduction-to-big-data-with-apache-spark

CS100.1x Introduction to Big Data with Apache Spark

eventhubs-sample-event-producer

Example showing how events can be generated and pushed to Microsoft Azure Sevicebus Eventhubs

floydhub-anomaly-detection-blog

Contains the thorough experiments made for a FloydHub article on Anomaly Detection

fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"