Experimentation in Data Science
XDS : XDS51
This course explores the essentials of experimentation in data science, why experiments are central to any data science efforts, and how to design efficient and effective experiments.
The e-learning format of this course includes Virtual Lab time to practice.
The e-learning format of this course includes Virtual Lab time to practice.
Learn How To
- Define common terminology in designed experiments.
- Describe the benefits of multifactor experiments.
- Differentiate between the impact of a model and the impact of the action taken from that model.
- Fit incremental response models to evaluate the unique contribution of a marketing message, action, intervention, or process change on outcomes.
Who Should Attend
Data scientists, business analysts, market researchers, statisticians, and other who want to use experimentation and incremental response models in business
SAS Products Covered
SAS Enterprise Miner
Course Outline
Experimentation in Business
- Why experiment?
- Essentials of business experiments.
Live Class Schedule
Duration: 7 hours
Step into our live classes and experience a dynamic learning environment where you can ask questions, share ideas, and connect with your instructor and classmates. With on-demand lab hours, you can explore the material at your own pace. Our globally acclaimed instructors will motivate you to think bigger, so you can take what you've learned and achieve your biggest goals.
This course isn't publicly scheduled, but private training and mentoring may be available. Contact us to explore options.
Private Training
Get training tailored specifically for your team, led by expert SAS instructors. Choose from virtual sessions, or training at your location (or ours). Perfect for teams seeking a customized curriculum and plenty of interaction with a SAS specialist. We'll schedule it at a time that works for you.
Mentoring Services
Take your training to the next level with personalized mentoring. While private training offers structured coursework, mentoring provides hands-on, real-time support from a subject matter expert. As you work with your own data, you'll receive expert guidance to help you uncover insights, unlock the full potential of your data, and make faster progress. Perfect for those looking to apply what they’ve learned and see quicker results.