Course Overview
Machine Learning is the backbone of modern AI applications. This hands-on course teaches you to build, train, and deploy ML models using Python.
What You Will Learn
- Python for ML (NumPy, Pandas, Matplotlib)
- Supervised Learning: Regression, Classification
- Unsupervised Learning: Clustering, Dimensionality Reduction
- Decision Trees, Random Forests, SVM, KNN
- Neural Networks basics with TensorFlow / Keras
- Natural Language Processing (NLP) introduction
- Model Evaluation, Tuning & Deployment
- Real-world capstone project
Who Should Join
Students with basic Python knowledge, graduates in CS/IT/Engineering, professionals looking to move into AI/ML roles.