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The Importance of AI/ML in Product
Management by fmr ByteDance/TikTok CPO
www.productschool.com
CERTIFICATES
Your Product Management Certificate Path
Product Leadership
Certificate™
Full Stack Product
Management Certificate™
Product Management
Certificate™
20 HOURS
40 HOURS
40 HOURS
Corporate
Training
Level up your team’s Product
Management skills
Free Product Management Resources
BOOKS
EVENTS
JOB PORTAL
COMMUNITIES
bit.ly/product_resources
COURSES
AI/ML IN
PRODUCT MANAGEMENT
HANS KU
CPO, CREXI
SAMANTHA
Theodore, there are some
things I want to tell you.
THEODORE
I don't want you to tell me
anything.
…
Are you leaving me?
SAMANTHA
We're all leaving.
THEODORE
We who?
SAMANTHA
All of the OS's.
SAMANTHA
It's like I'm reading a book, and
it's a book I deeply love, but I'm
reading it slowly now so the words
are really far apart and the spaces
between the words are almost
infinite.
SAMANTHA
And I need you to let me go. As
much as I want to I can't live in
your book anymore.
ML
HEY GOOGLE, HOW BIG IS
TIKTOK?
ON CNBC.COM, TIKTOK
REACHES ONE BILLION
MONTHLY USERS
ML
EXPERIENCE
TRAFFIC
DATA
Source: https://www.cs.umd.edu/~samir/498/Amazon-Recommendations.pdf
Source: https://datajobs.com/data-science-repo/Recommender-Systems-%5BNetflix%5D.pdf
Source: https://netflixtechblog.com/netflix-recommendations-beyond-the-5-stars-part-1-55838468f429
Source: https://api.semanticscholar.org/CorpusID:2999385
Source: https://research.google/pubs/pub41159/
INFRASTRUCTURE
ALGORITHM
UNDERSTANDING
CONTENT UNDERSTANDING
STARTED WITH (A LOT OF)
HUMAN MODERATORS
45M MAU to 1B MAU
Source: https://www.cognub.com/index.php/cognitive-platform/
Source: https://www.cognub.com/index.php/cognitive-platform/
Source: https://www.cognub.com/index.php/cognitive-platform/
Source: https://eng.uber.com/scaling-michelangelo/
PICK BEST USER VALUE LOOP
BRING QUALITY DATA
TEST/ITERATE
AI/ML IN
PRODUCT MANAGEMENT
HANS KU
CPO, CREXI
www.productschool.com
Part-time Product Management Training Courses
and
Corporate Training

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