Fundamentals of Data Product Management and Data Strategy

سرفصل های دوره

Skyrocket your career by learning how to craft effective data strategies and create inspiring data products.

1. Introduction

1. Introduction

2. The Rise of Data Products

2. Data Fundamentals

1. Data Fundamentals Section Intro

2. Understanding Data Types and Formats

3. Understanding KPIs

4. Experimentation and testing

5. Data Informed versus Data Driven Approaches

6. Section Conclusion

7. Data Fundamentals Quiz.html

3. The Types of Data Products

1. Section Intro

2. Data as a Product

3. Data Platform Products

4. Data Products

5. Analytical Data Products

6. Operational Data Products

7. ML AI Products

8. Section Conclusion

9. Data Product Types Quiz.html

4. Data Strategy

1. Section Intro

2. Aligning data strategy with business objectives

3. Data assets and sources

4. Data pipelines

5. Events and Normalisation

6. Database types and features

7. Data processing

8. Data Warehouses and Lakes

9. Data Modelling

10. Data Mesh and Data Platform

11. Data Visualisation

12. Cloud versus On Premise options

13. More Data Strategy And Infrastructure Decisions

14. Building a data culture

15. Section Conclusion

16. Data Strategy Quiz.html

5. Data Governance

1. Section Introduction

2. Understanding Data Governance

3. Data Governance Principles

4. Data Quality and Integrity

5. Data Governance Frameworks

6. Trust in Data

7. Data Governance Tools

8. Section Conclusion

9. Data Governance Quiz.html

6. Data Products Lifecycle

1. Section Introduction

2. Discovery And Ideation

3. Prioritisation

4. MVPs and Prototypes

5. SLAs And Data Contracts

6. Development, Testing and Deployment

7. Monitoring , evaluating, optimising and retiring

8. Challenges of the data product lifecycle

9. Section Conclusion

10. Data Products Lifecycle Quiz.html

7. Key skills for Data Product Managers

1. Section Introduction

2. Technical Skills

3. Business acumen and Domain knowledge

4. Problem solving and analytical skills

5. Leadership skills

6. Agile methodologies

7. Stakeholder identification and mapping

8. Mastering prioritisation

9. Creating data product roadmaps

10. Communication skills

11. Managing expectations

12. Collaborating with the data team

13. Collaborating with cross-functional teams

14. Section Conclusion

15. Key Skills for data product managers quiz.html

8. Your Journey Starts Here!

1. Section Intro

2. Finding the right role

3. Preparing for an interview.

4. Your first 90 days in your new role

5. Lifelong learning

9. Course Conclusion

1. Conclusion

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تولید کننده: Udemy-Training