Hands-On Learning: Use Cases, Exercises and Quizzes
Introduction
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Module 1 - Introduction to the AI World [B.S.]
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- 1.1 Introduction (4:11)
- 1.2 Introduction to AI (6:03)
- 1.3 Terminology (1:45)
- 1.4 From Stone Tools to AI Tools (6:15)
- 1.5 Origins of AI and Early Pioneers (4:33)
- 1.5.1 Exercise (0:12)
- 1.6 From the "AI Winter" until Now (7:18)
- 1.6.1 Exercise (0:10)
- 1.7 Real-Life AI Applications (4:03)
- 1.8 Transforming Business and Creativity with Generative AI (4:13)
- 1.9 Overview of Available AI Tools and Platforms Suitable for SMEs (6:26)
- 1.10 Considerations for Choosing the Right AI Solutions for Your Business (4:17)
- 1.10.1 Warming Up (0:15)
- 1.10.2 Exercise (0:19)
- 1.11 Conclusion (3:34)
- 1.11.1 Warming Up (0:29)
Module 2 - Understanding How AI & GenAI Work [B.S.]
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after you enroll
- 2.1 Introduction (1:22)
- 2.2 Neural Networks - Part 1 (5:52)
- 2.2 Neural Networks - Part 2 (12:24)
- 2.2 Neural Networks - Part 3 (5:28)
- 2.2.1 Exercise (0:27)
- 2.3 Algorithms (5:28)
- 2.3.1 Exercise (0:23)
- 2.4 AI Metrics (3:32)
- 2.5 Advancements in Neural Networks and the Rise of Deep Learning (8:06)
- 2.6 Takeaways (0:22)
- 2.6.1 Exercise (0:22)
Module 3 - Why AI and AI Tools for Businesses? [F.C.]
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- 3.1 Introduction (2:01)
- 3.2 AI Applications in Various Industries (11:13)
- 3.3 Overview of AI Success Stories in Different Sectors (8:10)
- 3.3.1 Exercise (0:37)
- 3.3.2 Exercise (0:20)
- 3.4 Identifying AI Opportunities for your Business (14:23)
- 3.4.1 Exercise (0:22)
- 3.5 Brainstorming Potential AI Use Cases for Cost Reduction and Earnings Maximization (4:41)
- 3.5.1 Exercise (0:22)
- 3.5.2 Exercise (1:29)
- 3.6 Assessing the Impact of AI (7:44)
- 3.6.1 Exercise (0:16)
Module 4 - Types and Functionalities of AI Tools [F.C.]
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- 4.1 Introduction (2:35)
- 4.2 Types of AI Tools - PART 1 (9:35)
- 4.2 Types of AI Tools - PART 2 (8:47)
- 4.2.1 Exercise (0:22)
- 4.3 AI Tools Applied across Different Business Deparments - PART 1 (5:16)
- 4.3 AI Tools Applied across Different Business Deparments - PART 2 (8:47)
- 4.3 AI Tools Applied across Different Business Deparments - PART 3 (5:25)
- 4.3.1 Exercise (1:00)
- 4.4 Diving into GenAI with a Task (7:40)
- 4.4.1 Exercise (1:04)
- 4.5 Generative AI: Use Cases (5:48)
- 4.5.1 Exercise (0:21)
- 4.5.2 Exercise (0:22)
- 4.5.3 Bonus Chapter (3:34)
- 4.6 Prompt Engineering: The Fundamental Art to Master AI Tools - PART 1 (8:20)
- 4.6 Prompt Engineering: The Fundamental Art to Master AI Tools - PART 2 (6:24)
- 4.6.1 Exercise (0:30)
- 4.7 Prompt Engineering: Types and Tips - PART 1 (4:28)
- 4.7 Prompt Engineering: Types and Tips - PART 2 (12:29)
- 4.7.1 Exercise (8:42)
- 4.8 ChatGPT Prompts: How to Optimize Them for Sales, Marketing, and More - PART 1 (8:42)
- 4.8 ChatGPT Prompts: How to Optimize Them for Sales, Marketing, and More - PART 2 (6:33)
- 4.8.1 Exercise (0:22)
- 4.9 List of Ready-Made Prompts to Boost Your Productivity (4:56)
Module 5 - Working with AI Tools (PART 1) [F.C.]
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after you enroll
- Introduction - Modules 5 & 6 (4:22)
- Introduction - Cases Overview for Modules 5 & 6 (8:15)
- ChatGPT - Overview (7:27)
- Copilot - Overview (6:58)
- Gemini & Perplexity - Overview (11:19)
- Grok - Overview (5:06)
- YandexGPT & Shedevrum - Overview (8:43)
- 0. Café Artiste - Social Media Profile Analysis (7:11)
- 1. Café Artiste - Business Strategy (4:45)
- 2. Café Artiste - Business Strategy (4:45)
- 3. Café Artiste - Research and Content Creation (8:42)
- 4. Café Artiste - Blog Content Creation (9:33)
- 5. Café Artiste - App Creation (6:44)
- 6. Café Artiste - Website Development (10:47)
- 7. Café Artiste - Product & Operations Improvement (5:21)
- 8. Café Artiste - Menu Visualization (6:46)
- 9. Café Artiste - Content Visualization (4:31)
- 10. Café Artiste - Video Generation (6:21)
- 11. Café Artiste - Social Media Post Generation (8:29)
- 12. Café Artiste - Professional Learning Path (5:47)
- Bonus Use Case - Finding Suitable AI Tools (4:47)
Module 6 - Working with AI Tools (PART 2) [F.C.]
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after you enroll
- 0. Hostel - Google Business Profile Analysis (7:28)
- 1. Hostel - Generating Funny Slogans for a Marketing Campaign (4:42)
- 2. Hostel - Generating Visuals for a Marketing Campaign (9:21)
- 3. Hostel - Generating Target Emails for Customer Relationship Management (3:32)
- 4. Hostel - Outbound Email Campaigns (18:10)
- 5. Hostel - Creating Chatbots for Our Website (5:28)
- 6. Hostel - Video Generation for a Marketing Campaign (4:33)
- 7. Hostel - Training Staff (7:47)
- 8. Hostel - Generating a Business Proposal (7:38)
- 9. Hostel - Branding & Rebranding (8:48)
- 10. Hostel - Creating Your Own GPT (4:56)
- 1. SEFA - Creating a Website (10:41)
- 2. SEFA - Creating a Professional Profile Picture (8:13)
- 3. SEFA - Writing Assistant (7:04)
- 4. SEFA - Product & Project Management (11:00)
- 5. SEFA - Creating Presentations (11:27)
- 6. SEFA - Research-Based Marketing (6:21)
- 7. SEFA - Employee Guideline Creation (5:31)
- 8. SEFA - Marketing Help with Voice Generation (6:42)
Module 7 - Ethical and Legal Aspects of AI [F.C.]
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- 7.1 Introduction (10:26)
- 7.2 AI & Intellectual Property (5:46)
- 7.3 Navigating Threats, Solutions, and Legal Frameworks (8:36)
- 7.4 EU and US AI Acts - PART 1 (6:15)
- 7.4 EU and US AI Acts - PART 2 (5:42)
- 7.4.1 Exercise (0:17)
- 7.5 How to: AI Data Privacy & Intellectual Property For Businesses (7:00)
- 7.5.1 Exercise (0:17)
- Section summary
Module 8 - Recap and Future Trends [F.C.]
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