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AI Product Management- Technical and Advanced Concepts
5 Weeks
·Cohort-based Course
This 5-week intensive course explains AI product technicalities and provides students with hands-on experience.
AI Product Management- Technical and Advanced Concepts
5 Weeks
·Cohort-based Course
This 5-week intensive course explains AI product technicalities and provides students with hands-on experience.
Previously at
Course overview
Dive deep into technical foundations as an AI product manager
This comprehensive course is designed for product managers aiming to build strong technical understanding in the rapidly evolving AI industry. It builds on the AI PM 101 class and covers topics ranging from core AI and ML concepts to AI model development processes and scaling AI products.
Learning Outcomes:
- Comprehensive understanding of AI technologies
- Ability to manage AI product development cycles effectively.
- Skills to collaborate with technical teams and integrate AI strategies with business goals.
- Detailed understanding of the Generative AI technologies, applications and tools.
- Technologies and tools to scale AI products.
Who is this course for:
01
Aspiring product managers looking to understand AI product development techniques and processes.
02
Software engineers looking to transition into AI product management.
03
Students looking to start their product career in AI and would like to learn core AI concepts in detail while building practical knowledge.
What Derya will cover in 5 weeks:
AI model building and evaluation techniques
AI Data Strategy
AI Model development process
Skills that are needed to measure success for AI Products.
Skills to work with technical teams
Skills to effectively communicate non technical stakeholders
Tools and Techniques to scale AI products
Transformer Architecture and LLMs
Skills and Tools to build your first AI Agent
What’s included
Live sessions
Learn directly from Derya Isler in a real-time, interactive format.
Lifetime access
Go back to course content and recordings whenever you need to.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Maven Guarantee
This course is backed by the Maven Guarantee. Students are eligible for a full refund up until the halfway point of the course.
AI Product Management- Technical and Advanced Concepts
Course syllabus
5 live sessions • 41 lessons • 7 projects
Week 1
May
1
Data Strategy: Building data pipelines and feedback loops
Thu 5/19:00 PM—10:00 PM (UTC)
Data Strategy is your AI Strategy
Week 2
May
8
AI Models Deep Dive
Thu 5/89:30 PM—10:30 PM (UTC)
AI Models Deep Dive
Week 3
May
15
Model Evaluation and Measuring Success
Thu 5/159:30 PM—10:30 PM (UTC)
AI Model Evaluation & Measuring Success
Week 4
May
22
Scaling AI Products
Thu 5/229:30 PM—10:30 PM (UTC)
Deploying and Scaling AI Products
Week 5
May
29
Generative AI for Product Managers
Thu 5/299:30 PM—10:30 PM (UTC)
Generative AI
Post-course
Capstone
Bonus
AI product career: how to land an amazing AI PM job
AI Product Ecosystem
What people are saying
Corina Adams
Frank N.
Meet your instructor
Derya Isler
Derya Isler
Derya is an AI executive with over 15 years of experience creating AI products that reach billions of users globally. She has successfully led teams at major platforms such as Instagram Reels at Meta and Spotify's Personalization team—the minds behind the beloved Daily Mix and Discover Weekly playlists. Her professional journey spans from startups to global corporations in industries like finance and e-commerce. Derya holds a B.S. in Computer Engineering and an MBA.
Beyond her professional accomplishments, she actively empowers women in technology as the founder of the Women in Product Boston Chapter. She also educates and inspires future leaders by teaching Machine Learning and Product Management at Boston College.
Additionally, Derya is the founder of AI Product Master and Boston AI Institute, organizations that have helped hundreds of individuals and companies successfully level-up their AI skills.
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AI Product Management- Technical and Advanced Concepts
Course schedule
6-8 hours per week
Thursdays
5:30pm - 6:30pm EST
Live classes with me and industry experts to go deeper into AI technical concepts and build your first AI product.
Weekly projects
3 hours per week
Every week, you'll work on a project to strengthen your understanding. Come to the class with an idea or a user problem you want to solve and by the end of the 5 weeks, you will have an AI product prototype to solve the problem of your choice!
On-demand resources
3 hours per week
You'll access instructor-recorded videos, industry expert content, and curated reading materials at your own pace. New resources are added weekly to enhance your understanding of each topic through multiple learning formats.
Learning is better with cohorts
Active hands-on learning
This course builds on live workshops and hands-on projects
Interactive and project-based
You’ll be interacting with other learners through breakout rooms and project teams
Learn with a cohort of peers
Join a community of like-minded people who want to learn and grow alongside you
Frequently Asked Questions
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