Mastering Generative AI: A Hands-On Journey

Unleash Your Generative AI Potential: Master Python & Azure in 12 Weeks

Become a sought-after Generative AI expert with our comprehensive program, designed for developers, data scientists, and anyone curious about this revolutionary technology.

No prior Generative AI experience required!

Here's what sets our program apart:

  • Master the Fundamentals: Gain a solid understanding of Generative AI concepts, its applications, and its real-world impact across industries.
  • Python Programming Proficiency: Solidify your Python skills, a crucial tool for working with Generative AI in Azure. Learn Python or brush up on your skills with our supplementary resources.
  • Hands-on Project Experience: Apply your knowledge through practical projects tackling real-world business challenges. Build a portfolio to showcase your expertise.
  • Become a Prompt Engineering Expert: Craft effective prompts to unlock the power of Azure OpenAI for diverse applications, like text generation, image creation, and code completion.
  • Earn a Prestigious Certificate: Validate your expertise with a completion certificate from [Your Company Name] and Microsoft Azure.

Flexible Learning Options:

Fit your busy schedule with online video lectures, self-paced modules, and dedicated instructor support.

Your Generative AI Journey Starts Here:

Day 1: Building the Foundation

<progress-bar with 3 sections, mark the first section complete>

  • Module 1: Introduction & Prerequisites 
    • Course overview and welcome
    • Prerequisites: Proficiency in Python programming (We'll offer resources to enhance your Python skills!)
  • Module 2: Unveiling Artificial Intelligence 
    • Fundamentals of Artificial Intelligence
    • Types of Learning in AI
    • Introduction to Neural Networks
    • Significance of Deep Learning
  • Module 3: Real-World Impact of Generative AI 
    • Real-world Applications of Generative AI across Industries (e.g., drug discovery, design automation, content creation)
    • Hands-On Demo: Deep Learning in Action (Showcase a practical example)

Day 2: Exploring Generative Models

<progress-bar with 3 sections, mark the first section complete>

  • Module 4: Demystifying Generative Models 
    • Understanding Generative Models and their capabilities
    • Diversity of Generative Models (e.g., GANs, VAEs, Autoencoders)
    • Quiz: Test Your Understanding
  • Module 5: Generative Adversarial Networks (GANs) 
    • Components and Variants of GANs (Generator & Discriminator)
    • Generator and Discriminator Dynamics (Training process)
    • Challenges, Ethics, and Future Trends in GANs
    • Quiz: Assess Your Knowledge with Real-world Scenarios

Day 3: Advanced Techniques & Project Focus

<progress-bar with 3 sections, mark the first and second sections complete>

  • Module 6: Unveiling Variational Autoencoders (VAEs) 
    • Architecture and Training Methods of VAEs (Latent Space)
    • Practical Applications of VAEs (e.g., anomaly detection, dimensionality reduction)
    • Demo: VAEs in Action (Visualize the process)
    • Quiz: Reinforce Your Learning with Practice Problems
  • Module 7: Autoencoders & Large Language Models (LLMs) 
    • Architecture and Training Processes of Autoencoders (Data compression & reconstruction)
    • Introduction to Large Language Models (LLMs) and their capabilities
    • Real-world Applications of Autoencoders and LLMs (e.g., machine translation, chatbots)
    • Demo: Autoencoders in Action (Showcase functionality)
    • Quiz: Check Your Comprehension & Evaluate Your Understanding

Day 4: Mastering Prompt Engineering

<progress-bar with 3 sections, all sections complete>

  • Module 8: Mastering Prompt Engineering 
    • Introduction and Practical Applications of Transformer-Based Generative Models (like GPT-3)
    • Fundamentals and Effective Prompt Design Techniques (Prompt crafting strategies)
    • Various Prompt Patterns and Advanced Techniques (Fine-tuning prompts for specific tasks)
    • Hands-On Demos: Text Generation, Translation, Sentiment Analysis, and Creative Content Generation (Showcase real-world applications with Azure OpenAI)
    • Quiz: Test Your Mastery & Solidify Your Expertise with a Final Assessment

Module 9: Project and Assessment 

  • Introduction to Final Proof of Concept (POC) Project (Apply your learnings to a real-world challenge)
  • Test to assess your proficiency in Generative AI and Python

Ready to Unlock the Power of Generative AI?

Master Generative AI & Python in 12 weeks! Our course equips developers & beginners with the skills to unlock the transformative power of Generative AI with Azure & Python. Learn Prompt Engineering, build projects & earn a certificate. Enroll Now!

Launch your GraphyLaunch your Graphy
100K+ creators trust Graphy to teach online
skillupguru 2024 Privacy policy Terms of use Contact us Refund policy