๐ AI Course 0: "Your First Step in AI: From Zero to Your First Model"
Welcome to the exciting world of Artificial Intelligence! This course is designed to take you from absolute beginner to creating your first AI model, without requiring advanced mathematics or programming knowledge.
๐ Course Structure
This course is divided into 6 comprehensive lessons:
- Lesson 1: Welcome to the World of AI โ Understanding the Fundamentals without Fear
- Lesson 2: The Treasure Map โ Understanding the Workflow of a Machine Learning Project
- Lesson 3: Your First Interaction with Data โ Loading, Exploring, and Basic Preparation
- Lesson 4: Train Your First Model! โ From Theory to Practice with Scikit-learn
- Lesson 5: Did It Work Well? Evaluating Your Model with Important Metrics
- Lesson 6: Final Project โ Build Your Spam Classifier and Present It as a Professional
Each lesson includes practical examples, hands-on exercises, and clear explanations to ensure you understand not just the how, but the why behind each concept.
๐ฏ What You'll Learn
In this course, you'll discover:
- The fundamental concepts of AI, Machine Learning, and Deep Learning
- How to work with real datasets
- How to build and train your first machine learning model
- How to evaluate model performance
- Best practices for AI projects
๐ Tools You'll Use
- Python programming language
- Jupyter Notebooks or Google Colab
- Scikit-learn library
- Pandas for data manipulation
- Matplotlib and Seaborn for visualization
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