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AI for leaders

AI Executive Briefing

An executive overview of AI, including generative AI, computer vision, deep learning and reinforcement learning.

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Course topics

AI for leaders

  • Generative AI
  • Computer vision
  • Machine learning

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For executives, directors, managers and founders seeking a non-technical overview.

Starting point
Beginner
Course length
2 total hours
Lessons
42 lectures

Course by Kirill Eremenko, SuperDataScience Team, Ligency ​

Course last updated: 09/2025

Requirements
  • No requirements
What is included
  • 2 hours on-demand video
  • 4 articles
  • Access on mobile
  • Certificate of completion

DoJo membership: A$250 per month per seat, excluding GST. Includes fortnightly group support and a private member community.

Explore the lessons

Course curriculum.

8 sections • 42 lectures • 2h 4m total length

Introduction2 lectures • 2min
  1. How This Course Is Structured01:31
  2. Prizes $$ for Learning00:10
GenAI (Generative AI)7 lectures • 20min
  1. Introduction [Updated]01:03
  2. What is Unstructured Data?01:38
  3. What are Large Language Models (LLMs) ? [Updated]01:43
  4. How does GenAI work? [Updated]02:34
  5. What makes GenAI so special?01:46
  6. Applications of GenAI [Updated]02:35
  7. 10 Case Studies - with Real Results [Updated]08:43
Computer Vision (CV)6 lectures • 22min
  1. Introduction01:39
  2. What is Computer Vision?01:46
  3. How Does Computer Vision work?03:00
  4. Tomato Sorting Example02:39
  5. Applications of Computer Vision03:19
  6. 10 Case Studies - with Real Results09:10
Deep Learning (DL)6 lectures • 23min
  1. Introduction01:17
  2. What is Deep Learning?04:37
  3. Building Neural Networks02:08
  4. How Neural Networks Learn (Advanced Topic)03:45
  5. Deep Learning and other areas of AI02:01
  6. 10 Case Studies - with Real Results09:06
Reinforcement Learning (RL)6 lectures • 22min
  1. Introduction01:30
  2. What is Reinforcement Learning?02:44
  3. Reinforcement Learning in Humans01:43
  4. Advantages of Reinforcement Learning03:30
  5. RL in Marketing: 5 Applications04:24
  6. 10 Case Studies - with Real Results08:17
Robotics Process Automation (RPA)5 lectures • 18min
  1. Introduction01:30
  2. What is RPA?03:16
  3. Benefits03:24
  4. Risks04:30
  5. 10 Case Studies - with Real Results04:50
Machine Learning (ML)8 lectures • 16min
  1. What is Machine Learning?02:28
  2. ML Section Playbook00:02
  3. How Machine Learning helps Businesses01:40
  4. What is Regression?02:06
  5. What is Classification?02:11
  6. What is Clustering?02:07
  7. What is Association Rule Learning?02:08
  8. 8 Case Studies - with Real Results03:39
Congratulations!! Don't forget your Prize :)2 lectures • 3min
  1. Huge Congrats for completing the challenge!01:47
  2. Bonus Lecture00:44

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