Processing Data and Modeling
Master the essential techniques for preparing and transforming raw data into high-quality features in the cloud. This course equips you with the practical skills to streamline your data processing workflows and make informed decisions when selecting AI/ML algorithms, ensuring robust and performant models.
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Curriculum
- 2 Sections
- 14 Lessons
- Lifetime
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- 15 Process Data and Engineer Features in the Cloud9
- 1.1UNDERSTANDING YOUR DATA NEEDS10 mins
- 1.2BENEFITS AND CHALLENGES OF CLOUD-BASED DATA PROCESSING10 mins
- 1.3THE DATA PROCESSING PHASES OF THE ML LIFECYCLE10 mins
- 1.4UNDERSTANDING THE DATA EXPLORATION AND PREPROCESSING STAGE10 mins
- 1.5FEATURE ENGINEERING10 mins
- 1.6WORKBOOK TEMPLATE: DATA PROCESSING & FEATURE ENGINEERING WORKFLOW10 mins
- 1.7SUMMARY10 mins
- 1.8REVIEW QUESTIONS10 mins
- 1.9ANSWER KEY10 mins
- 16 Choosing Your AI/ML Algorithms5
Instructor
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