AI for Junior Developers
£ 399.00
Learning Objectives:
- Understand the fundamentals of AI and machine learning.
- Learn how to implement basic AI algorithms.
- Explore practical applications of AI.
Overview of AI and Machine Learning
- Key concepts and terminology
- Types of machine learning (supervised, unsupervised, reinforcement)
Introduction to Python Libraries for AI
- NumPy, Pandas, Matplotlib
- Scikit-learn for machine learning
Building AI Models
- Data preprocessing
- Training and evaluating models
Practical Activities:
- Implementing simple machine learning algorithms
- Data analysis and visualization
- Building a basic predictive model
Duration: 20 hours
Category IT Essentials