PRODUCT MANAGEMENT FOR AI & ML | A live online course with a Product Lead at Meta | ELVTR
live online course

PRODUCT
MANAGEMENT
FOR AI & ML

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LIVE ONLINE COURSE
ON MASTERING AI & ML
PRODUCT MANAGEMENT
Dates:
28 SEP 2022 - 31 OCT 2022
Duration:
5 WEEKS
MONDAYS & WEDNESDAYS
4 PM PST / 7 PM EST

Decode the roles of an AI Product Manager and master the skills you need for a new AI-powered era.

Product Lead at Meta Marily Nika teaches you how to leverage Artificial Intelligence & Machine Learning to deliver competitive AI solutions.

THIS COURSE IS FOR YOU, IF...

  • YOU WANT TO LAUNCH YOUR CAREER

     

    Lay the groundwork for a career in AI Product Management. Marily teaches you the essential machine learning concepts that guide her work at Meta.

  • YOU WANT TO BECOME A LEADER

     

    Combine your hard technical skills with a PM mindset. Strengthen your storytelling and learn how to break down complex concepts for non-tech stakeholders.

  • YOU WANT TO GET TECHNICAL

     

    AI product teams need a leader who speaks their language. Gain the technical influence you need to unite science and business.

YOUR ASCENT STARTS HERE

Hands-On Experiences

AI PMs need hands-on technical experience. Understand algorithms, model training, A/B testing, and more through interactive demos and real-life examples.

Top Tier Instruction

Let an expert take you through the AI product lifecycle. Receive relevant feedback on your PRD and product pitch from a tech innovator with over ten years of experience and an expert guest speaker.

 
ABOUT THE COURSE
01
Real-World Portfolio Asset

The best way to learn is by doing. Build smart AI user experiences end to end with four templates and tools expert AI PMs use every day. Put it all together in your PRD and Product Pitch Deck.

02
Solid Structure

Optimize your learning in a course designed by an expert strategist. From data analysis to AI ethics, you’ll grasp the terms, tools, and techniques of the trade one step at a time.

03
Career Guidance

Get authentic insight into the AI PM career path from Marily and an elite guest speaker. Find out how to step up your market value and impress in your interview.

Instructor
  • Product Lead at Meta

  • 10+ years of experience bringing AI products to life with Google and Meta

  • Three-time TEDx Presenter and Executive Teaching Fellow at Harvard Business School

  • 2018’s Woman of the Year in Tech and 2015’s Women in Engineering and Science (WISE) award winner

  • MC’s hackathons in her free time, including the UK’s first all-women hackathon in 2013

  • Advocates for women in the tech community
SYLLABUS
01
WED (9/28) at 4 PM PST/7 PM EST
Introduction to AI Product Management

Why AI? The AI Industry is soaring higher than ever before. Marily explains why it matters and what makes the AI Product Manager role unique.

  • Rapid growth of the AI Industry
  • How AI Product Management differs from general PM
  • Required Hard & Soft Skills

Assignment #01: How do you define AI, and what excites you about it? Have you ever used it at work? 
Conceptualize a new product that leverages AI. Work on your own idea or an example provided by the instructor.

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02
MON (10/3) at 4 PM PST/7 PM EST
The Product Development Lifecycle

Study real-world AI products to uncover the stages of AI Product Development

  • How a Product Manager’s role varies from stage to stage
  • Product Development Lifecycle
  • Case Studies: Fitbit and AirBnB
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03
WED (10/5) at 4 PM PST/7 PM EST
Key Technical Concepts

How can you use machine learning to solve user pain points? Deconstruct essential technical concepts from a PM lens. 

  • Essential AI and ML learning concepts
  • Tech principles (algorithms, APIs) and making trade-offs
  • Approaching Tech from a PM perspective

Assignment #02: Strengthen your storytelling skills by explaining two key technical concepts in simple terms to a non-tech-savvy audience.

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04
MON (10/10) at 4 PM PST/7 PM EST
Idea Generation

Generate solutions harnessing AI and create a PRD.

  • Identifying your users and their pain points
  • When should you use AI?
    • Creating meaningful solutions that leverage AI 
    • Case Studies: Tesla, Youtube, Farmville
  • Developing a PRD

Assignment #03: Further develop your product using Marily’s template to start your PRD.

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05
WED (10/12) at 4 PM PST/7 PM EST
Defining your MVP & Roadmapping

Clarify your MVP and plot a Roadmap for your product.

  • Defining your MVP
    • Real-world examples: Amazon, Tesla, Airbnb
  • Finding a Product-Market-Fit
  • Roadmapping and prioritizing tasks

Assignment #04: Define your MVP and create the Roadmap for your product in your PRD.

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06
MON (10/17) at 4 PM PST/7 PM EST
Working with Engineers and Scientists

Learn how to collaborate with technical teams of engineers and scientists.

  • Technical Influence: What is it, why should you want it, and how can you earn it?
  • The DOs and DON’Ts of technical teamwork
  • Interactive workshop
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07
WED (10/19) at 4 PM PST/7 PM EST
Essential Tools for AI PM

Discover the tools experts like Marily use to optimize their work

  • Go step-by-step through each stage
    • Project Tracking
    • AI Platforms and Model Training
    • Data Analysis and Visualization
  • AI Tools Demo: AWS, Google Cloud AI, IBM Watson, and more.

Assignment #05: Research existing AI solutions for the problem you defined in Assignment 02. Choose a solution strategy that you will take to solve the problem and fill it out in your PRD.

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08
MON (10/24) at 4 PM PST/7 PM EST
Training a Model Step-by-Step and Measuring Success / Live Demo

Find out what it takes to gather data, train a model, and glean insights.

  • Data and Analytics
    • Creating a Dataset
    • Features and Correlations
    • Labeling, Quality, and Augmentation
  • Using Data as a PM 
  • Live Demo: Getting Insights from Data
  • How should you measure success?
  • The Acquisition Funnel
  • A/B Testing

Assignment #06: Identify your North Star metric.

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09
WED (10/26) at 4 PM PST/7 PM EST
Strategizing and Rolling-out Your Product

Develop a roll-out strategy for your product.

  • How to strategize as an AI PM
  • Structuring your Pitch Deck
  • Template walk-through and real-world examples
  • Common roll-out strategies
  • Your role during roll-out
  • Dealing with last-minute issues

Assignment #07: Create your product roll-out strategy and work on a Pitch Deck for it.

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10
MON (10/31) at 4 PM PST/7 PM EST
Interview Prep, Guest Speaker, and Final Projects

Hear from another top industry expert and get authentic career guidance.
Then, present your final project.

  • Interview Preparation
  • Guest Speaker Q&A
  • Presenting the Final Project in Class
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