May
03
Workshops
Introduction to Machine Learning
Workshops
Introduction to Machine Learning
This comprehensive half-day workshop is designed for developers and data enthusiasts who want to get started with machine learning. No prior ML experience is required, but basic Python knowledge is recommended.
Topics Covered
- What is Machine Learning? Supervised vs. Unsupervised Learning
- Data preprocessing and feature engineering
- Building your first classification model with scikit-learn
- Model evaluation metrics and cross-validation
- Introduction to neural networks with TensorFlow
Requirements
- Laptop with Python 3.10+ installed
- Basic understanding of Python programming
- Jupyter Notebook environment