Length: 2 Days
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AI and GenAI Development Boot Camp by Tonex

Software Change, Configurations & Release Training by Tonex

This intensive 2-day boot camp provides hands-on training in AI and generative AI model development. Participants will learn Python for AI, neural networks, and deep learning fundamentals. They will build and fine-tune generative models like GPT and Stable Diffusion, explore AI development tools such as Hugging Face and OpenAI API, and deploy AI applications. The course includes practical exercises like building a chatbot and customizing AI models for specific tasks. Designed for professionals seeking expertise in AI, this program enhances skills in model training, deployment, and integration into real-world applications.

Audience:

  • AI developers
  • Data scientists
  • Software engineers
  • IT professionals
  • Machine learning practitioners
  • Innovation leaders

Learning Objectives:

  • Learn Python for AI development
  • Understand neural networks and deep learning fundamentals
  • Build and fine-tune generative AI models
  • Utilize AI development tools and APIs
  • Deploy AI applications effectively

Course Modules:

Module 1: Introduction to Python for AI

  • Python basics for AI development
  • Key libraries: NumPy, Pandas, and TensorFlow
  • Data preprocessing techniques
  • Writing efficient Python scripts for AI
  • Debugging and optimizing AI code
  • Best practices for AI programming

Module 2: Fundamentals of Neural Networks and Deep Learning

  • Basics of neural networks and activation functions
  • Deep learning architectures and frameworks
  • Training and optimization of neural networks
  • Backpropagation and gradient descent
  • Handling overfitting and underfitting
  • Introduction to transfer learning

Module 3: Building and Fine-Tuning Generative AI Models

  • Understanding generative AI and its applications
  • Fine-tuning pre-trained models like GPT and Stable Diffusion
  • Training models for specific use cases
  • Techniques for improving model performance
  • Handling biases in generative AI
  • Real-world examples of generative AI

Module 4: APIs and Tools for AI Development

  • Overview of AI frameworks and APIs
  • Using Hugging Face for AI model deployment
  • Working with OpenAI API for NLP tasks
  • Introduction to LangChain for AI-driven workflows
  • Integrating AI models into applications
  • Managing AI projects with cloud-based tools

Module 5: Deploying AI Applications

  • Steps to convert AI models into deployable applications
  • Model serving and inference techniques
  • Deploying AI solutions in cloud and edge environments
  • API integration for AI-driven services
  • Performance monitoring and optimization
  • Ensuring security and compliance in AI deployment

Module 6: Practical Applications and Case Studies

  • Building a chatbot using Hugging Face transformers
  • Fine-tuning generative models for text and image generation
  • Developing AI-driven recommendation systems
  • AI-powered automation in business processes
  • Case studies on real-world AI implementations
  • Future trends in AI and GenAI

Join the AI and GenAI Development Boot Camp by Tonex to gain hands-on experience in AI model building, fine-tuning, and deployment. Enhance your skills and stay ahead in AI innovation. Register today!

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