AI Mastery Masterclass
A comprehensive, project-based program designed to take you from the fundamentals of Python to deploying advanced AI models. Perfect for aspiring AI engineers, developers, and tech enthusiasts.
Courses in this Masterclass
Introduction to AI and Python
Lay the groundwork for your AI journey. This course covers the fundamental concepts of AI and machine learning, and gets you up to speed with Python programming for data science.
Key Topics:
- Core Python programming concepts for data science.
- Introduction to NumPy for numerical operations.
- Data manipulation and analysis with Pandas.
- Data visualization with Matplotlib and Seaborn.
- Fundamental principles of Machine Learning.
Deep Learning & Neural Networks
Dive deep into the architecture of the modern AI brain. You'll build your first neural networks from scratch and understand how they learn from data.
Key Topics:
- Understanding neural network architecture.
- Activation functions, backpropagation, and gradient descent.
- Building models with TensorFlow and Keras.
- Techniques for training and optimizing deep learning models.
- Hands-on project: Image classification.
Building AI Applications with Gemini
Learn to leverage large language models (LLMs) through the Gemini API. You will build practical applications, including the voice facilitator from our hands-on project.
Key Topics:
- Fundamentals of Large Language Models (LLMs).
- Effective prompt engineering and design.
- Interacting with the Gemini API for text generation.
- Building a functional chatbot application.
- Hands-on project: AI-powered voice facilitator.
Deployment and AI Ethics
The final step: learn how to deploy your AI models so the world can use them. We will also cover the critical principles of responsible and ethical AI development.
Key Topics:
- Options for deploying models (Cloud, Edge).
- Creating a simple API for your model with Flask.
- Introduction to containerization with Docker.
- Understanding and mitigating bias in AI.
- Principles of fairness, accountability, and transparency.