About Machine Learning at Vasi Web
Machine Learning at Vasi Web Institute covers the complete ML workflow from data preparation to model training and evaluation using Python and popular libraries on real datasets in the lab.
Who Should Join Machine Learning?
What You Will Learn in Machine Learning
- Data cleaning and preprocessing
- Regression and classification models
- Clustering and dimensionality reduction
- Model tuning and cross-validation
- Real dataset lab projects
Machine Learning Syllabus
ML Fundamentals
- ML workflow
- Train/test split
- Overfitting
- Evaluation metrics
Supervised Learning
- Linear regression
- Logistic regression
- Decision trees
- Random forest
Unsupervised Learning
- K-means clustering
- PCA
- Anomaly detection
- Association rules
Projects
- End-to-end ML pipeline
- Model saving
- Deployment intro
- Presentation
Tools & Software Covered
- Python
- Pandas
- Scikit-learn
- Matplotlib
- Jupyter Notebook
Career Opportunities After Machine Learning
- ML engineer trainee
- Data scientist (junior)
- AI developer
- Research assistant
Frequently Asked Questions
Is lab practice included?
Yes. Every session includes guided hands-on practice in our computer lab near Khammam Bus Stand.
Do you explain in Telugu?
Yes. Trainers explain in Telugu when needed, and in English too, so every student understands clearly.