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Overview
Designed for product managers and aspiring tech leads, this course demonstrates how data science drives product decisions, development, and growth. Participants learn to frame product questions as data problems, analyze user behavior through A/B testing and predictive models, and use insights to prioritize feature rollouts. The course bridges the gap between data science and strategic product thinking, emphasizing practical tools and metrics to enhance user engagement and product-market fit. Real-world case studies and hands-on projects ensure learners can effectively collaborate...
Syllabus
- Data Product Manager Nanodegree Program Introduction
- Getting Help
- Data Product Manager Nanodegree Program Introduction
- Getting Help
- Introduction to Data Product Management
- Granularity, Distribution, and Modeling Data
- Trends, Enrichment, & Visualization
- Flying Taxi Business Case Part 1 (Midterm)
- Setting Product Objectives & Strategy
- Proposal Synthesis & Design
- Flying Taxi Business Case Final
- Introduction to Data Product Management
- Granularity, Distribution, and Modeling Data
- Trends, Enrichment, & Visualization
- Flying Taxi Business Case Part 1 (Midterm)
- Setting Product Objectives & Strategy
- Proposal Synthesis & Design
- Flying Taxi Business Case Final
- Introduction to Data Infrastructure
- Introduction to Data Pipeline
- Data Consumers
- Data Producers
- Data Strategy
- Build a Scalable Data Strategy
- Introduction to Data Infrastructure
- Introduction to Data Pipeline
- Data Consumers
- Data Producers
- Data Strategy
- Build a Scalable Data Strategy
- Introduction to Iterative Design
- Choose & Measure KPIs for Live Products
- Evaluate User Conversion Funnels
- Apply User Segment Analysis
- Quantitative and Qualitative Data
- A/B Test and Multivariate Test
- Project: Create an Iterative Design Path
- Introduction to Iterative Design
- Choose & Measure KPIs for Live Products
- Evaluate User Conversion Funnels
- Apply User Segment Analysis
- Quantitative and Qualitative Data
- A/B Test and Multivariate Test
- Project: Create an Iterative Design Path
Instructor
the Data Product Manager Nanodegree Program
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