Brief Introduction
Product Manager is a top 5 job on LinkedIn's Most Promising Jobs for 2019, and one of the most coveted roles in large tech enterprises, as well as entrepreneurial startups. All products developed for today's market are data products - running on data-derived insights to provide the right experience, to the right user, at the right time. Companies like Amazon, Netflix, Google, and more are able to provide personalized and engaging experiences to users because they utilize data science, machine leCourse Summary
Learn to develop and manage data-driven products with the Data Product Manager Nanodegree program from Udacity. Gain skills in product strategy, data analysis, and machine learningKey Learning Points
- Develop data-driven products that meet user needs and drive business growth
- Create and execute product roadmaps based on data analysis and market research
- Apply machine learning techniques to build predictive models and improve product performance
Related Topics for further study
Learning Outcomes
- Develop and launch a data-driven product
- Apply market research and data analysis to drive product strategy
- Implement machine learning techniques to improve product performance
Prerequisites or good to have knowledge before taking this course
- Basic knowledge of Python programming
- Familiarity with statistics and probability concepts
Course Difficulty Level
IntermediateCourse Format
- Self-paced online course
- Interactive quizzes and exercises
- Real-world projects and case studies
Similar Courses
- Product Manager Nanodegree
- Data Analyst Nanodegree
- Machine Learning Engineer Nanodegree
Related Education Paths
Notable People in This Field
- Founder, Fast Forward Labs
- Founder, deeplearning.ai
Related Books
Description
Hone specialized skills in Data Product Management by learning how to apply data science best practices to build data-driven products backed by scalable data strategies to deliver the right experience to the right users, at the right time.Knowledge
- This program will equip you with the skills to assume data product manager roles. You’ll learn directly from experienced Product Managers at Zendesk, Expedia, and DISQO, who have constructed this Nanodegree program to equip you with the most in-demand and relevant industry skills.
Outline
- Leverage market data to amplify product development. Learn how to apply data science techniques, data engineering processes, and market experimentation tests to deliver customized product experiences. Begin by leveraging the power of SQL and Tableau to inform product strategy. Then, develop data pipelines and warehousing strategies that prepare data collected from a product for robust analysis. Finally, learn techniques for evaluating the data from live products, including how to design and execute various A/B and multivariate tests to shape the next iteration of a product. Leverage data to build products that deliver the right experiences, to the right users, at the right time. Lead the development of data-driven products that position businesses to win in their market.
Summary of User Reviews
The Data Product Manager Nanodegree has received positive reviews from users. Many users found the course to be comprehensive and well-structured, providing a clear understanding of the role of a data product manager.Key Aspect Users Liked About This Course
Comprehensive and well-structured coursePros from User Reviews
- Hands-on projects and real-world scenarios
- Experienced instructors and industry mentors
- Flexible schedule and self-paced learning
- Opportunity to build a portfolio of data product projects
Cons from User Reviews
- Relatively high cost compared to other online courses
- Some technical concepts may be difficult for beginners
- Limited interaction with other students
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