AI Product Manager – Job-based training & Masterclass 2024

For jobseekers and career change aspirants - including AI and Career Guidance Modules - Learn from Industry Leaders

Created by: GATE by Moyyn
Training talent on next-generation skills

What Will I Learn?

• AI Fundamentals
• AI Applications - NLP, Speech recognition, Predictive analysis, Chatbots, Facial recognition, Expert systems, Gaming, Healthcare, etc
• Machine Learning Essentials
• Importance of Data and Data Processing
• Model Training
• Ethical Considerations
• Advancements in AI
• Supervised Learning Models: Classification
• Various types of classification models for binary and multi-class classification
• Performance metrics: Confusion Matrix, F1, Precision, Recall, Accuracy - which one to use in which case, with examples
• Unsupervised Learning: Clustering, performance metrics
• Model Improvement Methods
• Feature Selection and Dimensionality reduction methods: Lasso Regression, Ridge Regression, PCA
• Hyperparameter Tuning: Various methods, deep dive into Grid-search and Random-search
• Market analysis of AI Products
• AI Product Landscape
• Defining business objectives
• KPIs for AI Product
• Customer centric approach to AI Product Strategy
• Persona creation
• AI in Product Roadmaps
• Scalability and Flexibility
• Risk management
• Case study - OpenAI ChatGPT
• Practice project

Requirements

• No previous knowledge required!
• Suitable for candidates from any domain.
• We highly recommend you to complete the fundamental Product Management course first before starting this course. This course is focused on advanced AI concepts and Product Management. The foundation course focuses on all aspects of Product management which will be helpful to understand the advanced course. Nevertheless, you can also do this course if you are interested in learning more about AI concepts and models.

Target audience

• Aspiring Product Managers
• Jobseekers
• Career change aspirants
• Students from any domain
• Entrepreneurs
• Non tech candidates
• Product Managers who would like to get an understanding of AI
• Those who wish to work in an AI startup as Product Manager