Arrow Electronics, Inc.

Creating, Testing, and Deploying Machine Learning Models with IBM Watson Studio

Kod: W7L149G

Czas trwania: 7,04 Hours (0,88 days)

Cena netto: zł2 150,00

Opis szkolenia

This course takes the data scientist (or business analyst) on a journey from the creation of several machine learning models to its deployment and testing. Various tools and services as well as programming and graphical user interfaces are used in the process. The course ends with the sharing of assets on GitHub and a brief discussion on governance and stewardship.

Cel szkolenia

  • Define a solution to a business problem using tools and frameworks from IBM Watson Studio
  • Demonstrate how the AI lifecycle can be automated by building a rapid prototype using AutoAI
  • Build, train, and deploy a machine learning model with the tools and services available in Watson Studio
  • Implement GitHub Integration and team collaboration in Watson Studio


Data Scientists and Business Analysts

Wymagania wstępne

The data scientists and business analysts prerequisite skills and knowledge include:

  • Experience working in a browser
  • Some experience writing and running Python programs
  • Some experience with the Jupyter Notebook environment
  • Some experience working with a graphical user interface (GUI)
  • Knowledge of machine learning (regression, decision trees, and random forests)
  • Some experience working with GitHub

Program szkolenia

  • Introduction
  • Rapid prototyping with AutoAI
  • Creating, testing, and deploying machine learning models
  • Governance, integration, and collaboration