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Grokking AI for Engineering & Product Managers
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Lead the GenAI revolution. Future-proof your skills by understanding AI basics, machine learning, algorithms, ethical practices, and real-world applications. Stay ahead in tech leadership.

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Course Overview

In one form or the other, AI is going to be infused in all the tech products. Meaning, that in order to stay a relevant leader, it has become essential to have a solid, broad understanding of AI. While you may not be implementing the solution, you need to speak the language of AI. Whether you’re leading a team on creating AI solutions, or you just want a better understanding of AI, then this course is for you. In this course, I have deconstructed the concepts most relevant for you. You will start by lea...Show More

In one form or the other, AI is going to be infused in all the tech products. Meaning, that in order to stay a relevant leader, ...Show More

TAKEAWAY SKILLS

Artificial Intelligence

Management

Product Management

Course Content

46 Lessons3 Quizzes

The Fundamentals

21 Lessons

Learn how to use AI, ML, and DL principles to enhance automation and prediction.

Basics of AI I

Basics of AI II

The Highs and Lows of AI

Understanding Machine Learning

Supervised Learning

Supervised Learning: Algorithms and Business Use Cases I

Supervised Learning: Algorithms and Business Use Cases II

Supervised Learning: Algorithms and Business Use Cases III

Unsupervised Learning

Unsupervised Learning: Algorithms and Business Use Cases

Reinforcement Learning

Deep Learning

Convolutional Neural Networks: What, When, How and Where

Recurrent Neural Networks: What, When, How and Where

Natural Language Processing: Word Embeddings

Natural Language Processing: BERT

Recommendation Systems

Transfer Learning

Evaluation Metrics I

Evaluation Metrics II

Quiz

AI in Practice

8 Lessons

Walk through AI's role in trust, product development, machine learning insights, and infrastructure.

Creating AI Solutions That Users Trust

Creating Great AI Products: The Rules

Key ML Lessons

AI Infrastructure: Overview

AI Infrastructure: AI Frameworks

AI Infrastructure: Cloud Services to Create AI Solutions I

AI Infrastructure: Cloud Services to Create AI Solutions II

Quiz

Real Case Studies

5 Lessons

Go hands-on with AI applications in retail, entertainment, finance, and wildlife conservation.

Starbucks: The Millions of AI Infused Cups of Coffee

Netflix: Using AI To Give Us Better Entertainment

American Express: AI and Credit Cards

AI for Wildlife Conservation

Quiz: Test Scenario

Responsible AI

7 Lessons

Build a foundation in managing AI risks and fostering ethical, transparent AI practices.

Responsible AI Practices: Introduction

Responsible AI Practices: Fairness

Responsible AI Practices: Interpretability

Responsible AI Practices: Privacy

Responsible AI Practices: Security

Responsible AI Practices: Addendum

AI and Ethics: Case Studies

What's Next

5 Lessons

Deepen your knowledge of AI's current state, future potential, and continued learning in AI.

Current State of AI in Numbers I

Current State of AI in Numbers II

Future of AI

Where to Next?

Final thoughts

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Course Author:

Samia Khalid

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AI Code Mentor

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