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AIML for non Techies

  • Vikrant Shitole image

    By - Vikrant Shitole

  • 0 students
  • 1 Hour 30 Min
  • (0)
Start Date & Time

5th Oct, 2025 At 11:30 AM

End Date & Time

30th Nov, 2025 At 01:00 PM

Duration

N/A

Course Description

This course empowers non-technical professionals to harness the power of AI and machine learning for real-world business use. Learn to master tools like ChatGPT, Gemini, and Claude, apply prompt engineering using the TCEPFT framework, and understand concepts like RAG and Agentic AI. You'll also explore generative AI for content creation and develop ethical AI usage policies for your team.

1.      Introduction to AI & Business Impact

  • What is AI/ML? Why now?
  • Business applications across Finance, HR, Marketing
  • ROI of AI for decision-makers

2.      LLMs Demystified (ChatGPT, Gemini, Claude)

  • What are LLMs and how they work
  • Business use-cases (summarization, insights, copilots)
  • Limitations and safe use

3.      Prompt Engineering & Applied Use-Cases

  • TCEPFT Framework
  • Single-shot, multi-shot, zero-shot prompting
  • Structured prompt templates for business teams

4.      RAG + Agentic AI in Business Workflows

  • What is RAG and how it powers intelligent Q&A
  • Agentic AI (AutoGPT, ReAct agents, LangChain)
  • Use cases in customer service, sales ops, HR

5.      Intro to Finetuning & Custom LLMs (No-Code Overview)

  • Difference between prompting vs. finetuning
  • Data required for finetuning
  • Tools: Lyzr, Lamini, Glean AI, GPTs

6.      Diffusion Models & Stable Diffusion

  • What are diffusion models (image, video creation)
  • Demos via Playground AI and Stable Diffusion
  • Applications: marketing, design, advertising

7.      Generative AI for Content Creation

  • GANs simplified for business users
  • Use cases in presentations, videos, campaign generation
  • Hands-on demo with tools like Canva AI, D-ID

8.      Advanced Prompting Workshop

  • Chain of Thought (CoT), Tree of Thought
  • Prompt debugging and refinement
  • Use in real-time business scenarios

9.      Ethical AI & Responsible Usage

  • Bias, hallucination, misinformation
  • Safe usage policies for teams
  • Role of explainability & governance

10.  Practical AI Integrations in Workflows

  • AI in tools like Notion, Excel, PowerPoint, CRM
  • AI agents for productivity and automation
  • Use of Zapier, n8n, and Google Workspace AI

11.  Business AI Project Planning

  • How to identify an AI opportunity in business
  • Scoping a project: problem → data → outcome
  • Templates for business case pitch decks

12.  Capstone Showcase + Feedback

  • Capstone Project Presentation
  • Peer feedback + live mentor review
  • Certification, next steps, LinkedIn proofing

Course Schedule

Instructor

Vikrant Shitole

16+ years of experience in helping clients journey from data 'd' to a Decision 'D'

Vikrant Vijay Shitole is an accomplished data expert with over 16 years of experience guiding clients from initial data analysis to strategic decision-making. His deep knowledge and practical approach have consistently helped organizations transform raw data into meaningful insights, enabling informed decisions and driving business success. Vikrant's expertise makes him a trusted advisor in the field of data-driven decision-making.

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  • Start Date 5th Oct, 2025 At 11:30 AM

  • Enrolled 0 students

  • Capacity Unlimited

  • Duration 1:30 Hours

  • Sessions 0

  • Certificate of Completion

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