Course 4500
In this data management tools, machine learning and AI training, you will gain the foundational knowledge to manage your organization’s data assets and gain value from that data – through data analytics and machine learning to modern AI techniques and learn how modern data management can supply efficient solutions to technical, business, and administrative challenges.
This data management tools, machine learning and AI course includes 6 hours of ILT (Instructor-Led Training) or VILT (Virtual Instructor-Led Training) presented by a real-world expert instructor.
Attend online or bring this course to your facility
In this machine learning training, you will learn how to:
Prerequisites
Before taking this course, attendees should have:
Data Management Platforms
Data Lakes and Data Warehouses
Cloud Tools for Data Management
Types of Data
Exploratory Data Analysis
Visualization
Fundamentals of Machine Learning
Deep Learning, Neural Networks, and Generative AI
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The course has some demonstrations and workbooks with scripts for data analysis and management, but attendees do not have to do any programming (although there are some optional steps to do that for developers).
These are introduced and explained but not covered in depth.
The labs use remote desktops accessed through a browser and include short exercises and demos of data management, data analytics, and machine learning using online open-source/free workbooks and tools.
There are also classroom discussions and exercises that include “how to derive value from data” and “how to store and manage different types of data.”
No. The course uses local/workstation tools and connects to cloud resources that are not vendor-specific.
