Machine Learning

Official Documentation

Service Description

Using Machine Learning, forecasts for further data can be made on the basis of existing data sets. Existing data can be divided into training data and control data. Forecast models can be created from pre-built analysis algorithms or analysis algorithms written using the R programming language. These can be trained using the training data. The forecasting accuracy achieved with the models can then be verified using the control data. The models can, in turn, be provided as a Web service. All of this is possible in an integrated graphical development environment where dataflow charts of data and process components can be created and configured by drag & drop.

Getting Started

  1. 9/30/2016, Mva
    Interested in machine learning and predictive analytics? Don’t miss this Azure Machine Learning course, part of an exciting new series from Wintellect and Microsoft. Azure...
  2. 5/4/2015, Video, 1:13:33
    Machine Learning is a subfield of computer science concerned with systems that learn from data. In this session, learn how a Microsoft Azure Machine Learning solution comes to...
  3. 1/27/2017, Video, 0:26:04
    Learn about getting an unfair advantage with predictive analytics: https://aka.ms/advantageanalytics. Data science is a big deal. Take a look at cutting-edge technologies in...
  4. 6/1/2016, Lab
    Introduction to Machine Learning and Azure Machine Learning Services. Hands on labs to show Azure Machine Learning features, developing experiments, feature engineering, R and...
  5. 6/26/2016, Whitepaper
    Überblick über Azure Machine Learning
  6. 11/21/2016, Mva
    Want to learn about cutting-edge data science technologies—Azure Machine Learning and Azure Stream Analytics? Join experts Christopher Harrison and Jeff Prosise for this...
  7. 9/17/2015, Mva
    Machine Learning or Data Science are one of today's hottest buzzwords. The scenarios in which Machine Learning can be applied are diverse and can range from predicting...
  8. 3/11/2016, Ebook
    This ebook will present an overview of modern data science theory and principles, the associated workflow, and then cover some of the more common machine learning algorithms...
  9. 3/17/2016, Ebook
    The Microsoft Azure Machine Learning cloud platform provides simplified yet powerful data management, transformation and machine learning tools. R language scripts integrate...



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Web Content

Online Training Content

Date Title
1/16/2017 Cortana Intelligence Suite End-to-End
1/16/2017 Azure Developer Workshop (Storage, Cognitive, ML, Stream Analytics, Containers, and Docker)
11/21/2016 Azure Data Analytics for Developers
9/30/2016 Hands-On with Azure Machine Learning
7/4/2016 Design and Implement Big Data & Advanced Analytics Solutions
3/21/2016 Building Blocks: Big Data and Machine Learning
11/2/2015 Data Science and Machine Learning Essentials
9/17/2015 Building Recommendation Systems in Azure

Tools

Tool Description

Videos

Date Title Length
3/21/2018
Experimentation using Notebooks in Azure ML with remote compute [Part 3/4]
0:12:38
3/15/2018
The Simplest Machine Learning
0:07:30
3/14/2018
Setting Up Azure ML Services and Data wrangling using Azure ML services [Part 2/4]
0:10:16
3/13/2018
Intelligent Edge - How 3 lines of code & Windows ML empower devs to run AI locally on Win 10 devices
0:14:08
3/7/2018
Introduction to Azure ML Services [Part 1/4]
0:10:53
2/23/2018
Machine Learning on Azure IoT Edge
0:11:32
1/31/2018
 Machine Learning with Azure Notebooks
0:17:25
1/30/2018
AtScale on Azure HDInsight
0:09:48
1/30/2018
Dataiku DSS on Azure HDInsight for Data Science
0:07:49
1/26/2018
Machine Learning in IoT solutions
0:06:17

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