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Course Details

Data Science
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Product Management

By Jason Thorne
16/Aug/2024
0 Students

Course Description

Product management is the process of guiding a product from its conception to market launch and beyond. It involves strategic planning, market research, product design, development, and continuous improvement. Product managers act as the bridge between various stakeholders, including customers, developers, marketers, and executives.

Module

Week 1

Mapping Business Outcomes to Product Outcomes

Systems thinking
KPI trees
Design thinking

Week 2

Product Discovery & User Research

Impact mapping
User research
Customer journey maps

Week 3

Problem Framing, Ideation & Validation

Problem framing canvas
Mindmapping
Hypothesis building

Week 4

Driving Product Growth

Loops and funnels
Distribution strategy
Retention and Engagement

Week 5

Designing & Building a Prototype

UX design basics
Wireframing
Prototyping

Week 6

Metrics, Analysis & Experimentation

Understanding metrics
Analysis techniques
A/B testing

Week 7

Tech 101 & System Design

Tech fundamentals
APIs
System architectures
Building with AI

Week 8

Machine Learning Foundations & Generative AI

Machine Learning fundamentals
Deep Learning and Neural Networks
Generative AI
Large Language Models (LLMs)

Week 9

Data Deep Dive

SQL
Cohort Analysis
Funnel Analysis

Week 10 - 12

Interview Prep & Graduation Project

Resume Building
Portfolio Building
Graduation Project submission

BONUS Content

Effective Communication

Writing product proposals & PRDs
Creating Product Roadmaps
Using Collaboration Tools

Course Curriculum

Jason Thorne

Developer

I am a web developer with a vast array of knowledge in many different front end and back end languages, responsive frameworks, databases, and best code practices