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AI for Leaders: Master Gen AI & No-Code Solutions

123 lectures19h 40m total2 articles18 sections

Full lifetime access · picks up where you left off

Curriculum

18 sections · 125 lectures

01Introduction2 · 11m
02Introduction to Gen AI Basics12 · 2h 8m
  • Introduction3:16
  • What is Generative AI11:54
  • Generative AI Products6:44
  • How Gen AI works16:08
  • Gen AI - Use Cases12:00
  • Gen AI - Case Study8:29
  • Overview of LLMs14:46
  • What are Large Language Models (LLMs)12:28
  • Comparison of LLMs15:31
  • Risks & Ethics in AI6:36
  • Responsible AI - Examples15:26
  • Future Trends5:09
03Gen AI Advanced21 · 4h 4m
  • LLM Basics - Tokens
  • LLM Basics - Context Window10:58
  • LLM Basics - Prompt10:50
  • LLM Basics - Prompt Engineering18:25
  • LLM Basics - Prompt Tuning6:58
  • LLM Basics - Prompt Structures13:26
  • Introduction to RAGs1:36
  • RAGs - What and Why19:03
  • RAGs - Use Cases16:45
  • RAGs - Research Paper5:43
  • RAGs Architectures + VectorDB Architecture19:07
  • RAGs - Detailed Architecture12:45
  • Fine Tuning11:13
  • RAGs vs Fine Tuning6:25
  • When to use RAGs11:28
  • When to use Fine Tuning11:47
  • PEFT and Quantization17:49
  • LoRA (Phase I - Low Rank)19:41
  • LoRA (Phase II - Adapters)11:17
  • LoRA (Phase III - Low Rank + Adapters)10:10
  • qLoRA8:11
04Harnessing Cloud AI Services for Business Innovation5 · 40m
  • Introduction to the module6:32
  • Introduction to Enterprise AI Platforms7:36
  • Creating an Agent on Azure AI Foundry14:17
  • Fine Tuning Agents on Azure AI Foundry5:44
  • Other Services by Azure AI Foundry6:19
05Automation with n8n, Zapier & Make8 · 1h 31m
  • Module Introduction1:18
  • AI Automation Landscape19:30
  • Choosing the Right Automation Tool - Platform Overview11:30
  • Understanding Pricing Models of Platforms13:44
  • Integration Ecosystem5:00
  • Automation vs AI Agents11:59
  • n8n-Installation and Setup12:07
  • n8n-Interface16:06
06n8n Deep Dive11 · 31m
  • n8n Masterclass
  • Module Introduction1:05
  • 2. Triggers in n8n4:20
  • 3. n8n download and open Workflow1:59
  • 4. n8n Nodes - Trigger2:17
  • 5. Trigger in Make0:40
  • 6. n8n- Action Node2:23
  • 7. n8n - Data Manipulation3:01
  • 8. n8n - Code Node and Webhook2:17
  • 9. n8n - AI Nodes + Webhook Practical4:06
  • 10. n8n - Template Gallery and Platform8:26
07Mastering Automation5 · 52m
  • Module Introduction2:16
  • Plain Automation Flow10:09
  • [Practical] Integrating Google into n8n19:23
  • [Practical] Automation with n8n and Google14:37
  • [Practical] Testing the Automation5:17
08AI in Automation7 · 2h 7m
  • AI in Automation14:22
  • [Practical] AI in Automation18:33
  • AI Services - Navigating AI Landscape26:42
  • Chat GPT Deep Dive16:14
  • OpenAI Platform Overview17:10
  • OpenAI API Extraction + Practical16:09
  • Anthropic - Claude Deep Dive18:02
09Local AI5 · 1h 12m
  • Local AI21:49
  • Ollama - Installation, Model Download and Usage13:44
  • Ollama - usage with CLI12:47
  • Local AI with LM Studio14:11
  • Local AI - Choosing Best LLM for Hardware9:32
10Agentic AI2 · 38m
  • AI Agents Deep Dive and Anatomy19:28
  • Agents - Tool, Memory, Prompt & Working18:42
11Prompt Engineering5 · 46m
  • Module introduction1:31
  • Prompt Engineering 10115:53
  • Rules for Good Writing Good Prompt14:19
  • Debug & Improving Prompts7:27
  • Prompt Engineering Major Takeaways6:33
12Prompt Engineering - Prompt Patterns9 · 23m
  • Prompt Engineering Patterns - Persona & Role3:26
  • One, few and Many Shot learning1:49
  • Plan & Answer1:56
  • Data Extractor Pattern4:42
  • Router & Classifier2:43
  • Summarizer with Hard Caps1:14
  • Critic then Revise1:57
  • XML Tagged Section1:32
  • Tool-Function Caller3:55
13Building Organizational Effectiveness in AI3 · 14m
  • The Critical Importance of Ethical AI in Business5:24
  • AI Governance Frameworks for Business Leaders4:57
  • Implementing Ethical AI Practices3:46
14Strategies for Successful AI Implementation5 · 1h 15m
  • Identifying AI Opportunities in Your Organization16:33
  • Building Your AI Implementation Roadmap11:16
  • Building Your AI Implementation Roadmap (Cont.)10:32
  • Change Management for AI Adoption18:06
  • Measuring AI Success KPIs and ROI18:40
15Agentic AI - ClawbotOpenClaw11 · 1h 35m
  • AI Tools Introduction1:34
  • Mastering Openclaw Roadmap3:46
  • Clawbot - Installation and Setup10:12
  • Installing Openclaw on VPS6:12
  • WebUI Interface - OpenClaw6:48
  • Openclaw - Doc, Files and Channels13:08
  • OpenClaw - Skills17:57
  • OpenClaw - Advance Skills, Cron & Heartbeat9:17
  • OpenClaw - Multi Agent Architecture11:23
  • OpenClaw - Projects7:39
  • OpenClaw - Security6:52
16Claude Cowork7 · 56m
  • Claude Cowork Overview2:55
  • Download and Setup8:34
  • Claude Cowork - Use in Browser10:31
  • Connector in Claude Cowork11:44
  • Skills in Claude Cowork12:13
  • Plugins in Claude Cowork7:40
  • Claude Cowork - Conclusion and Final Thoughts2:27
17AI Essentials Quick Insights for Leaders5 · 33m
  • Gen AI vs Traditional AI3:02
  • How do I choose the best Large Language Model (LLM) for my business needs9:56
  • How to choose between RAGs and Fine-Tuning8:31
  • How do we evaluate a Gen AI solution6:44
  • How to deal with Data Governance in a Healthcare domain project4:51
18Course Conclusion2 · 3m
  • Course Conclusion & Thank You (Mayank)1:20
  • Course Conclusion & Thank You (Satyajit)1:54