Data Product + AI Product: Build AI Products with Real Business Value

This catalog spans product-management basics through advanced AI and data product management, giving you a complete learning path. Highlights:

Course Introduction
‑ What a Data Product Manager Is
‑ Building Data Thinking

Product Thinking & Product Managers
‑ Product Lifecycle Management
‑ The PM's Inner Method
‑ Common Internet Revenue Models
‑ PM Career Planning
‑ A Day in the Life of a PM

Market & Strategy Analysis
‑ Strategy: Market Analysis
‑ Competitive Analysis

User Profiles & Data Products
‑ Profile-Based Precision Ops Platform
‑ Profile Storage Foundations
‑ Data Strategy: Search & Recommendation
‑ Douyin's Recommendation Mechanism
‑ Search & Recommendation Summary

Data Warehouse & Data Middle Platform
‑ Data Warehouse Concepts & Architecture
‑ Data Warehouse Layered Design Case
‑ Offline Data Warehouse from 0 to 1: Case Walkthrough
‑ ETL Data Transformation Components
‑ Real-Time Data Warehouse: Kafka & Flink Features
‑ Data Model Architecture Principles
‑ Data Warehouse Common Development Standards
‑ Data Warehouse Layer-by-Layer Development Standards
‑ Data Quality Inspection Process
‑ Data Quality Product Case
‑ ETL & ELT Data Integration Architecture
‑ Enterprise Master Data Implementation Plan

Smart BI & Knowledge Graph
‑ Conversational Smart BI Product Demo
‑ Conversational Smart BI Iteration Path
‑ Knowledge Graph Basic Concepts & Applications
‑ Knowledge Graph Technology Selection & Application Scenarios

Data Analysis & Business Applications
‑ Data Analysis Capability Awareness
‑ SQL Query Language & Case Explanations
‑ Visualization Classification & Data Dashboard Cases
‑ Statistics Fundamentals
‑ Business Metric System & Case Analysis
‑ Data Tracking Collection Methods
‑ Tracking Collection Case Explanation
‑ Common Metric System Analysis
‑ Three Common Metric Decomposition Cases
‑ Cohort Analysis & LTV for Measuring User Value
‑ E-commerce Attribution Model
‑ A/B Testing Methods & Process
‑ A/B Testing Case Analysis
‑ General Data Analysis Process & Case Analysis

Interview Skills & Career Development
‑ Job Interview Skills
‑ Career Growth for Product People
‑ Product Manager Resume Writing & Interview Skills

These courses cover everything from the basics