watsonx.ai: Introduction to Data Science and Generative AI
- Code training W7L187G
- Duur 1 dag
Andere trainingsmethoden
Methode
Deze training is in de volgende formats beschikbaar:
-
Klassikale training
Klassikaal leren
-
Virtueel leren
Virtueel leren
Vraag deze training aan in een andere lesvorm.
Trainingsbeschrijving
Naar bovenIn 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.
Data
Naar bovenDoelgroep
Naar bovenThis course is intended for Data Scientists, AI Specialists, watsonx.ai Specialists, Solution Architects, or anyone interested in data science and gen AI.
Trainingsdoelstellingen
Naar boven- 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
Inhoud training
Naar bovenSection 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
