Machine Learning and Big Data Training Course


This instructor-led, live training (online or onsite) is aimed at technical persons who wish to learn how to implement a machine learning strategy while maximizing the use of big data.

By the end of this training, participants will:

  • Understand the evolution and trends for machine learning.
  • Know how machine learning is being used across different industries.
  • Become familiar with the tools, skills and services available to implement machine learning within an organization.
  • Understand how machine learning can be used to enhance data mining and analysis.
  • Learn what a data middle backend is, and how it is being used by businesses.
  • Understand the role that big data and intelligent applications are playing across industries.

Format of the Course

  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.

Course Customization Options

  • To request a customized training for this course, please contact us to arrange.


  • An understanding of database concepts
  • Experience with software application development


  • Developers

Course Outline


History, Evolution and Trends for Machine Learning

The Role of Big Data in Machine Learning

Infrastructure for Managing Big Data

Using Historical and Real-time Data to Predict Behavior

Case Study: Machine Learning Across Industries

Evaluating Existing Applications and Capabilities

Upskilling for Machine Learning

Tools for Implementing Machine Learning

Cloud vs On-Premise Services

Understanding the Data Middle Backend

Overview of Data Mining and Analysis

Combining Machine Learning with Data Mining

Case Study: Deploying Intelligent Applications to Deliver Personalized Experiences to Users

Summary and Conclusion

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