Machine Learning and Big Data Training Course

Last updated

Course Code

mlbigdata

Duration

7 hours (usually 1 day including breaks)

Requirements

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

Audience

  • Developers

Overview

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.

Course Outline

Introduction

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

Testimonials

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