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  • Gen AI

Gen AI

  • By educlassixglobal
  • AI & Data Science
  • (0 Rating)
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      Discover how Generative AI is transforming industries. Learn to create AI generated content, automate workflows, and apply modern AI tools to boost productivity while understanding ethical and responsible AI practices
      What Will You Learn?
      • Build GenAI applications
      • Prompt engineering skills
      • AI content automation
      • Train GenAI models
      • Deploy GenAI solutions
      • Responsible AI practices

      Course Content

      Introduction to Generative AI

      • What is Generative AI
      • History and Evolution of AI
      • Difference between AI, ML, and Gen AI
      • Applications of Gen AI across industries

      Foundations of AI & ML

      • Basics of Machine Learning
      • Supervised vs Unsupervised vs Reinforcement Learning
      • Neural Networks Overview
      • Introduction to Deep Learning

      Natural Language Processing (NLP)

      • NLP Concepts & Techniques
      • Text Preprocessing (Tokenization, Lemmatization, Stopwords)
      • Language Models Overview
      • Transformers & Attention Mechanism

      Generative AI Models

      • Overview of Generative Models
      • Variational Autoencoders (VAE)
      • Generative Adversarial Networks (GANs)
      • Diffusion Models

      Large Language Models (LLMs)

      • Introduction to LLMs
      • GPT, BERT, and other popular models
      • Training LLMs and Fine-Tuning
      • Prompt Engineering Techniques

      Generative AI for Images & Multimedia

      • Image Generation using GANs
      • Text-to-Image Models (DALL·E, Stable Diffusion)
      • Audio & Video Generation Basics
      • Ethical Considerations in Media Generation

      Tools and Frameworks

      • Python Libraries: PyTorch, TensorFlow, Hugging Face Transformers
      • Cloud Platforms: OpenAI API, Google AI, Azure Cognitive Services
      • Hands-on Projects using Pre-trained Models

      Prompt Engineering & Practical Applications

      • Crafting Effective Prompts
      • Real-world Use Cases: Chatbots, Content Creation, Code Generation, Art
      • Evaluating Gen AI Outputs
      • Limitations & Bias in Generative AI

      Responsible AI & Ethics

      • AI Safety and Bias Mitigation
      • Intellectual Property & Copyright Issues
      • Privacy and Data Security
      • Future of Generative AI

      Capstone Project / Hands-on Labs

      • Build a Chatbot using LLM
      • Generate Images from Text Prompts
      • Summarization & Text Generation Project
      • Peer Review & Presentation

      Tags

      • Development

      A course by

      E
      educlassixglobal

      Student Ratings & Reviews

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      Course Includes:

      • Price:
        $299.00
      • Instructor:educlassixglobal
      • Duration:40 hours
      • Lessons:39
      • Students:1
      • Level:Intermediate
      $299.00
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