Data Product Manager
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Data Product Manager

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Nanodegree key: nd030
Version: 4.0.0
Locale: en-us
Existing PMs wanting to get deeper tech expertise in the Data domain to be more self-sufficient during product development and maintenance process.

Content

Part 01 : Welcome to the Data Product Manager Nanodegree Program

Module 01: Welcome to the Data Product Manager Nanodegree Program
- Lesson 01: Data Product Manager Nanodegree Program IntroductionWelcome to Udacity! We’re excited to share more about your Nanodegree and start this journey with you.
- Lesson 02: Knowledge, Community, and CareersYou are starting a challenging but rewarding journey! Take 5 minutes to read how to get help with projects and content.
  - Concept 01: What It Takes
  - Concept 02: Getting Help
  - Concept 03: Knowledge
  - Concept 04: Student Hub
  - Concept 05: Community Initiatives
  - Concept 06: Career Services
    Part 02 : Applying Data Science to Product Management
    In this course, you will apply the skills you learn to analyze data and create a business case in the form of a product proposal for a new flying taxi service in New York.
Module 01: Applying Data Science to Product Management
- Lesson 01: Introduction to Data Product ManagementFind out about the rise of the data product manager with the explosion of information in recent years.
- Lesson 02: Granularity, Distribution, and Modeling DataLearn about the granularity, distribution and modeling of data, key areas to utilize in your data PM skill set.
- Lesson 03: Trends, Enrichment, & VisualizationEstablishing trends, enriching data, and visualizing that data are the next important areas in your data product manager journey.
- Lesson 04: Flying Taxi Business Case Part 1 (Midterm)You are responsible for bringing the first flying car taxi service to market by analyzing data and building a product proposal.Project Description - Flying Taxi Business Case Part 1Project Rubric - Flying Taxi Business Case Part 1
- Lesson 05: Setting Product Objectives & StrategyLearn how to set product objectives and strategy to drive your desired results.
- Lesson 06: Proposal Synthesis & DesignYour product proposal is a crucial piece of getting a product to market - learn here how to synthesize and design your presentation.
- Lesson 07: Flying Taxi Business Case FinalBuilding on your previous research for a Flying Car Business Case, determine KPIs and an MVP en route to a fully fledged product proposal.Project Description - Flying Taxi Business Case FinalProject Rubric - Flying Taxi Business Case Final
  - Concept 01: Flying Taxi Final Introduction & Instructions
  - Concept 02: Before You Start
    Part 03 : Establishing Data Infrastructure
    Building the right data infrastructure for your business is critical in today’s world in order to scale and deliver the quality and features your customers need. In this course you’ll learn how to identify your product’s data producers, anticipate the needs of your product’s data producers and work with your stakeholders to put together the right data pipeline to support your data needs. In the project you’ll put these skills together to create a data infrastructure plan for a new and exciting startup that will support its rapidly changing environment data requirements.
Module 01: Establishing Data Infrastructure
- Lesson 01: Introduction to Data InfrastructureThis is the Introduction to the Data Infrastructure Course.
- Lesson 02: Introduction to Data PipelineIntroduction to the concept of Data Pipelines, need for a data pipeline, and components of a data pipeline.
- Lesson 03: Data ConsumersAbout systems, services or users who consume data
- Lesson 04: Data ProducersThis lesson is about systems or services that produce data.
- Lesson 05: Data StrategyPutting everything together to create the right data strategy for your situation.
- Lesson 06: Build a Scalable Data StrategyFlyber has been growing and now it needs a scalable data strategy. It is your job to create that data strategy.Project Description - Build a Scalable Data StrategyProject Rubric - Build a Scalable Data Strategy
  - Concept 01: Project Introduction
  - Concept 02: Project Submission
    Part 04 : Leveraging Data in Iterative Product Design
    In this course, you will learn how to apply conversion funnels, perform segment analysis, and use both quantitative and qualitative data in the iterative design cycle to improve your product. In the project, you will have the opportunity to apply the skills you learn to identify areas for product improvements and design a future plan.
Module 01: Leveraging Data in Iterative Product Design
- Lesson 01: Introduction to Iterative DesignIn this lesson, you will be given an overview of the course.
- Lesson 02: Choose & Measure KPIs for Live ProductsIn this lesson, you will learn how to choose and measure KPIs for different business models.
- Lesson 03: Evaluate User Conversion FunnelsIn this lesson, you will learn how to create user conversion funnels and apply it to product management.
- Lesson 04: Apply User Segment AnalysisIn this lesson, you will learn how to generate user segments and apply user segment analysis.
- Lesson 05: Quantitative and Qualitative DataIn this lesson, you will learn the benefits and drawbacks of quantitative and qualitative data and how to integrate data into the iterative design lifecycle.
- Lesson 06: A/B Test and Multivariate TestIn this lesson, you will learn the A/B test, multivariate test, how to evaluate the test and respond to the test results.
- Lesson 07: Project: Create an Iterative Design PathIn this project, you will analyze the data from a previously run multivariate experiment to determine what is the next best step for Flyber.Project Description - Create an Iterative Design PathProject Rubric - Create an Iterative Design Path
  - Concept 01: Project Overview
  - Concept 02: Project Materials & Instructions
  - Concept 03: Project Submission
    Part 05 : Career Services
    The Careers team at Udacity is here to help you move forward in your career - whether it’s finding a new job, exploring a new career path, or applying new skills to your current job.
Module 01: Career Services
- Lesson 01: Take 30 Min to Improve your LinkedInFind your next job or connect with industry peers on LinkedIn. Ensure your profile attracts relevant leads that will grow your professional network.Project Description - Improve Your LinkedIn ProfileProject Rubric - Improve Your LinkedIn Profile

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数据分析系列-2022

数据产品经理 4.0

Data Product Manager

Content

Part 01 : Welcome to the Data Product Manager Nanodegree Program

Part 02 : Applying Data Science to Product Management

Part 03 : Establishing Data Infrastructure

Part 04 : Leveraging Data in Iterative Product Design

Part 05 : Career Services