Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Machine Learning with Microsoft Technologies: Selecting the Right Architecture and Tools for Your Project

Buy

Know how to do machine learning with Microsoft technologies. This book teaches you to do predictive, descriptive, and prescriptive analyses with Microsoft Power BI, Azure Data Lake, SQL Server, Stream Analytics, Azure Databricks, HD Insight, and more.

The ability to analyze massive amounts of real-time data and predict future behavior of an organization is critical to its long-term success. Data science, and more specifically machine learning (ML), is today’s game changer and should be a key building block in every company’s strategy. Managing a machine learning process from business understanding, data acquisition and cleaning, modeling, and deployment in each tool is a valuable skill set.

Machine Learning with Microsoft Technologies is a demo-driven book that explains how to do machine learning with Microsoft technologies. You will gain valuable insight into designing the best architecture for development, sharing, and deploying a machine learning solution. This book simplifies the process of choosing the right architecture and tools for doing machine learning based on your specific infrastructure needs and requirements.

Detailed content is provided on the main algorithms for supervised and unsupervised machine learning and examples show ML practices using both R and Python languages, the main languages inside Microsoft technologies. 

What You'll Learn

  • Choose the right Microsoft product for your machine learning solution
  • Create and manage Microsoft’s tool environments for development, testing, and production of a machine learning project
  • Implement and deploy supervised and unsupervised learning in Microsoft products
  • Set up Microsoft Power BI, Azure Data Lake, SQL Server, Stream Analytics, Azure Databricks, and HD Insight to perform machine learning
  • Set up a data science virtual machine and test-drive installed tools, such as Azure ML Workbench, Azure ML Server Developer, Anaconda Python, Jupyter Notebook, Power BI Desktop, Cognitive Services, machine learning and data analytics tools, and more
  • Architect a machine learning solution factoring in all aspects of self service, enterprise, deployment, and sharing


Who This Book Is For

Data scientists, data analysts, developers, architects, and managers who want to leverage machine learning in their products, organization, and services, and make educated, cost-saving decisions about their ML architecture and tool set.
(HTML tags aren't allowed.)

Applications of Graph Transformations with Industrial Relevance: Second International Workshop, AGTIVE 2003, Charlottesville
Applications of Graph Transformations with Industrial Relevance: Second International Workshop, AGTIVE 2003, Charlottesville
This book constitutes the thoroughly refereed post-proceedings of the Second International Workshop on Applications of Graph Transformations with Industrial Relevance, AGTIVE 2003, held in Charlotesville, Virginia, USA in September/October 2003.

The 27 revised full papers and 11 revised demo papers presented together with 2 invited papers and 5...

Control in Robotics and Automation (Academic Press Series in Engineering)
Control in Robotics and Automation (Academic Press Series in Engineering)
Control in Robotics and Automation has been written to meet the rapidly growing need for sensor-based integration to solve problems in the control and planning of robotic systems. Applications of these control methods range from assembly tasks in industrial automation to material handling in hazardous environments and servicing tasks in space....
Apl Programming and Computer Techniques
Apl Programming and Computer Techniques
Recent advances in the design of computer systems and programming languages have created a need for a state-of-the-art book on programming and computer techniques. This book has two objectives. The first is to present the APL language and terminal system. APL combines the power and relevance of Iverson's programming language* with the convenience...

Human Anatomy & Physiology (7th Edition)
Human Anatomy & Physiology (7th Edition)

KEY BENEFIT: With each edition of her top-selling Human Anatomy & Physiology text, Elaine N. Marieb draws on her own, unique experience as a full-time A&P professor and part-time nursing student to explain concepts and processes in a meaningful and memorable way. With the Seventh Edition, Dr. Marieb has...

E-Commerce Usability: Tools and Techniques to Perfect the On-Line Experience
E-Commerce Usability: Tools and Techniques to Perfect the On-Line Experience
We are all familiar with airport bookstall best sellers that promise fame, fortune and success in relationships. Many of them – at least the ones I have skimmed whilst waiting for one of the world’s favourite airlines – are deeply disappointing. Not because they do not work (to be honest I have not really been able to try them out...
JUNOS High Availability: Best Practices for High Network Uptime (Animal Guide)
JUNOS High Availability: Best Practices for High Network Uptime (Animal Guide)

Whether your network is a complex carrier or just a few machines supporting a small enterprise, JUNOS High Availability will help you build reliable and resilient networks that include Juniper Networks devices. With this book's valuable advice on software upgrades, scalability, remote network monitoring and management,...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy