Grokking AI for Engineering & Product Managers

• Course Overview
• Course Content
• How You'll Learn

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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 cre... See more

Course Contents

1. The Fundamentals

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Basics of AI I

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Basics of AI II

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The Highs and Lows of AI

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Understanding Machine Learning

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Supervised Learning

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Supervised Learning: Algorithms and Business Use Cases I

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Supervised Learning: Algorithms and Business Use Cases II

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Supervised Learning: Algorithms and Business Use Cases III

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Unsupervised Learning

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Unsupervised Learning: Algorithms and Business Use Cases

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Reinforcement Learning

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Deep Learning

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Convolutional Neural Networks: What, When, How and Where

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Recurrent Neural Networks: What, When, How and Where

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Natural Language Processing: Word Embeddings

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Natural Language Processing: BERT

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Recommendation Systems

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Transfer Learning

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Evaluation Metrics I

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Evaluation Metrics II

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Quiz

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2. AI in Practice

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3. Real Case Studies

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4. Responsible AI

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5. What's Next

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How You'll Learn

Faster than videos

Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That's why our courses are text-based.

Progress you can show

Built in assessments let you test your skills. Completion certificates let you show them off.