Machine Learning & Artificial Intelligence Foundations of ML & AI
Introduction to core concepts of ML & AI with hands-on Python practice. No math-heavy theory.
$900.00
Product Details
Foundations of ML & AI (Beginner)
Learn the fundamentals of machine learning and artificial intelligence using Python. Covers basic algorithms, data preprocessing, and real-world applications without advanced mathematics.
🎯 Objectives:
- Understand AI/ML concepts and terminology
- Learn Python for data science (NumPy, Pandas)
- Implement basic ML models (linear regression, k-NN)
- Work with datasets and evaluate model performance
⏳ Duration: 6-8 weeks (40-50 hours)
👥 Target Audience: Students, beginners, professionals exploring AI
📌 Key Topics:
- Python for ML (NumPy, Pandas, Matplotlib)
- Supervised vs unsupervised learning
- Linear regression & classification
- Model evaluation (accuracy, precision, recall)
- Introduction to neural networks
