Description
Course on Creating, Testing, and Deploying Machine Learning Models with IBM Watson Studio V4.8
Mode: Online and in-person
Duration in days: 1
Target Audience:
The course is designed for Data Scientists and Business Analysts. It caters to aspiring or practicing Data Scientists, and Business Analysts with prior knowledge of Data Science and Machine Learning, but lacking familiarity with IBM tools and IBM Watson. Rather than teaching data science and machine learning, the course focuses on demonstrating how IBM Watson tools and services can address significant business challenges, targeting professionals at the associate level and beyond.
Desired Prerequisites:
Before taking this course, you should have:
- Knowledge of Data Science
- Knowledge of Machine Learning
- Experience with the Python programming language
Course Agenda
Introduction
- Discuss the four steps that make up the AI Ladder
- Explain the AI Lifecycle and the different personas that are involved in an AI project
- Explain the components that comprise a Watson Studio project
Rapid prototyping with AutoAI
- Describe the benefits of AutoAI for rapid prototyping
- Discuss the steps needed to run a successful AutoAI experiment
- Interpret and discuss the results from an AutoAI experiment
Creating, testing, and deploying machine learning models
- Discuss various ways of building a machine learning model in Watson Studio by using programming and visual interfaces
- Discuss the contents of the model repository
- Describe the various deployment methods for AI models
Governance, integration, and collaboration
- Describe the capabilities and features to support governance of your data
- Describe the team collaboration features of Watson Studio
Instructors specialized in IBM, Red Hat, SUSE and Canonical
At SIXE, the quality of our training is reflected in the experience and knowledge of our instructors. Each IBM course is taught by highly qualified and certified professionals. Among our instructors, we have IBM Champions with years of industry experience and a deep understanding of IBM technologies and solutions. Our instructors not only possess advanced theoretical knowledge but also significant practical experience of more than 15 years in the development and implementation of solutions in real enterprise environments.
Our experts are committed to educational excellence and offer personalized training to address the specific challenges faced by participants. Each session is enriched with practical case studies and real-life examples, ensuring that the knowledge acquired is directly applicable in the workplace.
