By using tdwi.org website you agree to our use of cookies as described in our cookie policy. Learn More

RESEARCH & RESOURCES

Mistakes to Avoid When Building and Deploying Machine Learning Programs: Part 1

Webinar Speaker: Fern Halper, TDWI VP Research, Senior Research Director for Advanced Analytics

Date: Tuesday, March 2, 2021

Time: 9:00 a.m. PT, 12:00 p.m. ET

Webinar Abstract

Machine learning—where systems examine data to identify patterns with minimal human intervention—is becoming part of the analytics fabric of many organizations as its competitive value becomes understood. It is no surprise, then, that TDWI research indicates that demand for machine learning is growing. In fact, machine learning is currently in the early stages of adoption among TDWI survey respondents. If users stick to their plans, a majority of organizations will be using the technology in the next few years.

Although many companies are excited about machine learning, they often overlook several key success factors. To succeed in ML, embrace the full machine learning life cycle in a unified way—from data management/governance and data engineering to building the model and putting it in production, all while ensuring that your organization’s culture embraces predictive applications.

What does it take to succeed with a machine learning program? Join TDWI’s VP of Research Fern Halper in the first of a three-part series about succeeding with machine learning. Fern will speak with Santiago Giraldo, Cloudera’s Director of Product Marketing, Data Engineering & Machine Learning, about mistakes to avoid and best practices for success when preparing models for machine learning.

In Part 1, you will learn about:

  • The machine learning life cycle
  • Mistakes to avoid and best practices to follow when preparing for machine learning, including model formulation, data preparation, and modern data pipeline development
  • Cultural considerations for succeeding with machine learning

Date: March 2, 2021

Time: 9:00AM PT

Fern Halper, Ph.D.

Your e-mail address is used to communicate with you about your registration, related products and services, and offers from select vendors. Refer to our Privacy Policy for additional information.


TDWI Membership

Get immediate access to training discounts, video library, BI Teams, Skills, Budget Report, and more

Individual, Student, and Team memberships available.