Ai Product Manager – Job–Based Training & Masterclass 2024

What you'll 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.
Description
Welcome to 'AI Product Manager - Job-based training 2024', a first-of-its kind short program designed for jobseekers and career change aspirants who would like to specialize on AI or work as Product Manager in an AI startup. This course is specifically created as a JOB-BASED TRAINING program thereby teaching concepts hands-on and relevant to real-work environment. If you are looking for a job in AI Product Management or if you are a student who would like to get first experience in AI, this course is exactly for you. How is this program a JOB-BASED TRAINING and how will it equip you with skills relevant for your AI Product role:What companies ask for a AI Product role? Conduct thorough market research to identify AI opportunities, assess competition, and stay informed about industry trends.Analyze customer feedback and data to inform product decisions and enhancements.Prioritize product features based on customer needs, business objectives, and technical feasibility.Manage the entire product lifecycle from ideation to launch and post-launch optimization.Define and track key performance indicators (KPIs) to measure product success.Clearly communicate product requirements, goals, and updates to internal teams and stakeholders.Creation of MVPs and testingDevelop and articulate a clear product strategy aligned with the company's AI vision and business objectives.How this course meets the requirements?Learn Market Research, Competitor Analysis, Trend Analysis and Opportunity Recognition frameworks including hands-on projectUnderstand thef foundation of Lean startup methodology to Build products fast, Measure & Learn from customers and apply it to an ideaLearn Prioritization methods and frameworksGet in-depth knowledge on Product Lifecycle Management, Product Development Process and Front-end of Innovation conceptsUnderstand KPI types and tracking toolsGet an overview of Product Requirements Document, Agile Principles and Communication methodologies and create a PRD by yourselfLearn MVP Techniques and tools and create an MVP on your ownLearn and create your first AI Product Strategy from scratchTools you will learn: 1. Machine Learning fundamentals2. Supervised learning3. Unsupervised learning4. AI Market Landscape researchExtra Module and Benefits:1. AI Fundamentals and Applications: Unlock exclusive access to one of our AI modules Learn from our experts leveraging AI to enhance your productivity and understand the wide variety of applications of AI across industries2. Career GuidanceUnderstand how to effectively search for a job, find startups, craft a compelling CV and Cover Letter, types of job platforms and many more!Trainers:Dr. Chetana Didigu - GermanyExperienced Data Scientist, Product Owner, and PhD graduate from IIM Ahmedabad and has worked 10+ years in various top companies in the world like Amazon, FLIX, Zalando, HCL.Aravinth Palaniswamy - GermanyFounder of 2 startups in Germany and India, Technology Consultant, and Chief Product Officer of Moyyn, and has 10+ years of experience in Venture Building, Product and Growth Marketing.
Overview
Section 1: Introduction to AI
Lecture 1 Introduction
Lecture 2 AI Applications
Section 2: Core concepts of AI - Machine Learning
Lecture 3 Supervised Learning
Lecture 4 Natural Language Processing
Section 3: AI Product Strategy
Lecture 5 AI in Product Management
Section 4: Career Guidance module
Lecture 6 How to effectively look for companies?
Lecture 7 How to create a compelling CV and Cover Letter
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

Homepage

https://www.udemy.com/course/ai-product-manager-training-masterclass-gate-moyyn/