AI Product Manager – Job-based training & Masterclass 2024
AI Product Manager – Job-based training & Masterclass 2024, available at $19.99, has an average rating of 4.29, with 8 lectures, based on 7 reviews, and has 49 subscribers.
You will learn about 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 This course is ideal for individuals who are Aspiring Product Managers or Jobseekers or Career change aspirants or Students from any domain or Entrepreneurs or Non tech candidates or Product Managers who would like to get an understanding of AI or Those who wish to work in an AI startup as Product Manager It is particularly useful for Aspiring Product Managers or Jobseekers or Career change aspirants or Students from any domain or Entrepreneurs or Non tech candidates or Product Managers who would like to get an understanding of AI or Those who wish to work in an AI startup as Product Manager.
Enroll now: AI Product Manager – Job-based training & Masterclass 2024
Summary
Title: AI Product Manager – Job-based training & Masterclass 2024
Price: $19.99
Average Rating: 4.29
Number of Lectures: 8
Number of Published Lectures: 8
Number of Curriculum Items: 8
Number of Published Curriculum Objects: 8
Original Price: $99.99
Quality Status: approved
Status: Live
What You Will 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
Who Should Attend
- 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
Target Audiences
- 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
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 TRAININGand how will it equip you with skills relevant for your AI Product role:
What companies ask for a AI Product role?
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Conduct thorough market research to identify AI opportunities, assess competition, and stay informed about industry trends.
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Analyze customer feedback and data to inform product decisions and enhancements.
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Prioritize product features based on customer needs, business objectives, and technical feasibility.
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Manage the entire product lifecycle from ideation to launch and post-launch optimization.
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Define and track key performance indicators (KPIs) to measure product success.
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Clearly communicate product requirements, goals, and updates to internal teams and stakeholders.
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Creation of MVPs and testing
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Develop and articulate a clear product strategy aligned with the company’s AI vision and business objectives.
How this course meets the requirements?
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Learn Market Research, Competitor Analysis, Trend Analysis and Opportunity Recognition frameworks including hands-on project
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Understand thef foundation of Lean startup methodology to Build products fast, Measure & Learn from customers and apply it to an idea
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Learn Prioritization methods and frameworks
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Get in-depth knowledge on Product Lifecycle Management, Product Development Process and Front-end of Innovation concepts
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Understand KPI types and tracking tools
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Get an overview of Product Requirements Document, Agile Principles and Communication methodologies and create a PRD by yourself
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Learn MVP Techniques and tools and create an MVP on your own
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Learn and create your first AI Product Strategy from scratch
Tools you will learn:
1. Machine Learning fundamentals
2. Supervised learning
3. Unsupervised learning
4. AI Market Landscape research
Extra 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 industries
2. Career Guidance
Understand 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 – Germany
Experienced 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 – Germany
Founder 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.
Course Curriculum
Chapter 1: Introduction to AI
Lecture 1: Introduction
Lecture 2: AI Applications
Chapter 2: Core concepts of AI – Machine Learning
Lecture 1: Supervised Learning
Lecture 2: Natural Language Processing
Chapter 3: AI Product Strategy
Lecture 1: AI in Product Management
Chapter 4: Career Guidance module
Lecture 1: How to effectively look for companies?
Lecture 2: How to create a compelling CV and Cover Letter
Chapter 5: Bonus
Lecture 1: Bonus
Instructors
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GATE by Moyyn
Training talent on next-generation skills
Rating Distribution
- 1 stars: 0 votes
- 2 stars: 0 votes
- 3 stars: 1 votes
- 4 stars: 4 votes
- 5 stars: 2 votes
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
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