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Executive Program in Applied Data Science & AI Strategy

Course Overview

Harness the next frontier of data innovation with Generative AI. This course empowers data professionals to automate complex workflows, generate insights faster, and create smarter analytical models using cutting-edge AI tools.

Learn how GenAI transforms every stage of the data lifecycle-from cleaning and modeling to visualization and storytelling-enabling you to work faster, smarter, and more creatively.

What You'll Learn

By the end of this course, you’ll be able to:

Empower Your Data - Innovate, Automate, and Elevate with Generative AI.

Curriculum

9 Modules / Lifetime

Discover what makes Generative AI revolutionary. Learn about its origins, evolution, and impact on industries.

  • What is Generative AI (GenAI)?
  • History and milestones in AI development
  • Traditional AI vs Generative AI
  • Key drivers: Big data, compute power, neural networks
  • Real-world applications
  • Limitations and ethical considerations

Understand how LLMs like GPT and BERT work behind the scenes and their responsible use.

  • How LLMs work (Transformers, Attention Mechanism)
  • GPT, BERT, T5, PaLM – comparisons & use cases
  • Training vs Inference
  • Prompt engineering basics
  • Zero-shot, few-shot, fine-tuning
  • Responsible use of LLMs

Explore the most popular and powerful AI tools used worldwide.

  • ChatGPT, Bard, Claude, Bing AI, GitHub Copilot
  • Image generation: DALL·E, Midjourney, Stable Diffusion
  • AI for video, music, and voice
  • Open-source vs Proprietary GenAI tools
  • Tool selection based on your goals

Master the art of writing precise prompts and designing AI-driven tasks.

  • Anatomy of a good prompt
  • Prompting strategies: Zero-shot, few-shot, chain-of-thought
  • Task types: summarization, translation, code generation, etc.
  • Tool-specific prompting examples (ChatGPT, Claude, Bard)
  • Avoiding hallucinations and bias via prompt tuning

Understand the moral and professional boundaries of using AI responsibly.

  • AI hallucinations, plagiarism, misinformation
  • Bias and fairness in LLMs
  • Copyright and content ownership
  • AI and job displacement
  • Global perspectives on AI regulation
  • Responsible AI frameworks (OECD, EU AI Act)

Turn AI into your productivity partner and workplace assistant.

  • Writing, summarization, and content creation with AI
  • AI in Excel, PowerPoint, CRM, and Docs
  • Workflow automation with Zapier and Make
  • AI for meetings, brainstorming, and reporting
  • Chatbots and virtual assistants

Streamline data workflows and reduce manual effort with AI-powered automation.

  • AI-assisted data cleaning, preprocessing & augmentation
  • Automated code generation for data pipelines
  • Natural language queries for databases
  • Case study: AI in structured vs unstructured data workflows

Enhance your analytical power with AI-guided modeling and decision-making.

  • GenAI for feature engineering and model selection
  • AutoML with GenAI-powered assistants
  • Natural language explanation of model results
  • Case study: AI in predictive modeling

Explore the frontier of AI-driven data science and innovation.

  • AI for simulation, synthetic datasets, and hypothesis generation
  • Generative models in text, image, and multimodal analytics
  • AI-driven visualization and storytelling
  • Responsible AI in data science (bias, interpretability, explainability)

Live and Interactive Workshop on GenAI

Boost your learning with SkillGroom’s 1-day live GenAI workshop from our expert trainer, included exclusively in Skilling (Certification) Courses. Get real-time, practical exposure to GenAI tools, techniques, and use cases across domains.

Whether you choose a Generic GenAI Course or a Specialized Track (Finance, Marketing, HR, Data Science, Cybersecurity, IoT, Operations), you’ll be able to:

  • See real-world GenAI applications through live demos
  • Practice tools hands-on with guided activities
  • Interact with expert trainers and clarify concepts
  • Build confidence to apply GenAI in work, studies, or projects

    This live workshop makes your certification more practical, industry-ready, and more valuable.

Who Should Enroll

What You'll Get

Outcome

By completing this course, you’ll be ready to:

  • To automate and optimize key data science processes using Generative AI.
  • You’ll master tools for faster data preparation, smarter modeling, and AI-driven storytelling -making you a forward-thinking data expert ready for the AI-powered future.
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Preview This Course

₹4450 / Until June 2026

About Course
Who Should Enroll
What You'll Get
Sample Certificate