Invitation for SMART LEARN SERIES: ONLINE WORKSHOP ON GENERATIVE AI in ASAP Connect community

 Here is invitation for you to attend SMART LEARN SERIES: ONLINE WORKSHOP ON GENERATIVE AI.

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SMART LEARN SERIES: ONLINE WORKSHOP ON GENERATIVE AI

Saturday, Jun 28, 2025 10:00 +05:30

Overview:
This one-day workshop is designed to give participants a foundational and practical understanding of Generative AI, including its core concepts, model architectures, applications, and challenges. Through real-world use cases and engaging sessions, learners will explore how Gen-AI works, where it is used, and how to get started.

Date of Workshop: 28 June 2025, 10:00 AM – 5:00 PM
Registration Fee: Nil

Learning Objectives

  •  Understand the key differences between AI, ML, DL, and Generative AI
  •  Learn how Gen-AI models are built and deployed (pipeline overview)
  •  Explore popular model architectures like Transformers, GANs, and Diffusion models
  •  Understand text-to-image/video/audio generation
  •  Learn media fundamentals and image-related challenges
  •  Explore prompt engineering, text mining, and key applications of LLMs
Sl. NoLearning ModuleKey Topics Covered
1Foundational ConceptsAI vs. ML, DL, Data Science; Gen AI vs. AI; Origin of AI & Gen AI; Generative vs. Discriminative
2Generative AI Process OverviewGen AI Pipeline: Pretraining → Fine-Tuning → Inference → Evaluation → Deployment
3Generative AI Model ArchitecturesAutoencoders; Seq2Seq; Attention; Transformer Architecture
4Evolution & ApplicationsTransformer Timeline; GANs; Diffusion Models; CLIP; BLIP-2
5Modality-specific GenerationText-to-Image, Text-to-Video, Text-to-Audio Generation
6Model Design PatternsEncoder, Decoder, Encoder–Decoder Models; Encoder Architecture Types
7Fundamentals of Media & ChallengesImage Basics (Pixels, Channels, Formats); Common Issues (Noise, Blur, Artifacts, Occlusion)
8Applications & UtilitiesLLM Use Cases; Prompt Engineering; Basics of Text Mining (Tokenization, Stopwords, Stemming, etc.)

Laptop or Desktop mandatory for hands own session. 

Register  and  Join us to kickstart your Generative AI journey !!!

 

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