What You Need to Know Before
You Start
Starts 8 June 2025 11:55
Ends 8 June 2025
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3 Python AI Projects for Beginners - Full Tutorial
Dive into three beginner-friendly Python AI projects: building an AI agent, creating a resume critiquer, and developing an image classifier with step-by-step guidance for those with basic Python knowledge.
Tech with Tim
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Tech with Tim
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1 hour 8 minutes
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Overview
Dive into three beginner-friendly Python AI projects:
building an AI agent, creating a resume critiquer, and developing an image classifier with step-by-step guidance for those with basic Python knowledge.
Syllabus
- Introduction
- Project 1: Building an AI Agent
- Project 2: Creating a Resume Critiquer
- Project 3: Developing an Image Classifier
- Tools and Libraries
- Conclusion
Course Overview
Prerequisites and Setup
Tools and Libraries
Understanding AI Agents
Python Basics for AI Agents
Project Setup and Environment
Implementing a Simple AI Agent
Testing and Improving the AI Agent
Introduction to Natural Language Processing (NLP)
Extracting Text Features with Python
Building the Resume Critiquing Model
Integrating NLP Techniques
Evaluating and Testing the Critiquer
Introduction to Image Classification
Understanding Convolutional Neural Networks (CNN)
Setting Up Image Data for Training
Building the CNN with Python Libraries
Training and Evaluating the Classifier
Overview of Python Libraries: NumPy, pandas, scikit-learn, TensorFlow/PyTorch
Installation and Setup Instructions
Recap of Projects
Further Learning Resources
Next Steps in AI Development
Subjects
Programming
