watsonx.ai: Introduction to Data Science and Generative AI
- Course Code W7L187G
- Duration 1 day
Course Delivery
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Course Delivery
This course is available in the following formats:
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Public Classroom
Traditional Classroom Learning
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Virtual Learning
Learning that is virtual
Request this course in a different delivery format.
Course Overview
TopIn this course, students will learn to use scientific methods, processes, and algorithms to identify patterns, trends, and insights from data – with the goal of enabling better decision-making.
Students will use watsonx.ai to synthesize skills from statistics, computer science, and management information systems to analyze and interpret complex datasets.
This course includes a practical component with hands-on exercises focused on collecting, preparing, mining, and visualizing data and then building a machine learning and foundation model with methods on how to deploy them.
Virtual Learning
This interactive training can be taken from any location, your office or home and is delivered by a trainer. This training does not have any delegates in the class with the instructor, since all delegates are virtually connected. Virtual delegates do not travel to this course, Global Knowledge will send you all the information needed before the start of the course and you can test the logins.
Course Schedule
TopTarget Audience
TopThis course is intended for Data Scientists, AI Specialists, watsonx.ai Specialists, Solution Architects, or anyone interested in data science and gen AI.
Course Objectives
TopAfter this course participants should be able to:
- Understand data concepts and tools
- Learn how to transform, mine, and visualize data
- Build machine learning, large language, and foundation models
- Deploy and measure model performance
Course Content
TopSection 1 – Introduction to data science
Section 2 – Tools for data analysis
Section 3 – Data analysis and visualization
Section 4 – Machine learning and methodology
Section 5 – MLOps, deployment, and observability
Section 6 – Data Science and Generative AI
Course Prerequisites
TopFurther Information
Top- Official course book provided to participants.
