Class 12 CS & IP Viva & Practical Exam Guide (CBSE 2026)
Prepare for CBSE Class 12 Computer Science and Informatics Practices viva and practical exams: common questions, project defence tips, file checklist, and how live tutoring helps you score.
Live ML mentorship
Machine learning tutor online — live 1:1
Personal ML tutoring for college students, working professionals, and career switchers. Build intuition, finish projects, and learn evaluation—not just watch algorithms on a slide.
What mentorship includes
Over roughly 100 one-hour sessions (pace varies), we cover the ML lifecycle—data prep, modeling, evaluation, and deployment concepts—with exercises tied to your goals: university coursework, Kaggle-style practice, or job interviews.
Read alongside sessions: ML explained simply, how online ML tutoring works, and the AI engineer roadmap.
Topics we cover
- Supervised learning: regression, classification, trees, ensembles
- Unsupervised learning: clustering, dimensionality reduction
- Feature engineering, train/test splits, overfitting
- Model evaluation and interpretation
- Introduction to neural networks and frameworks
- Portfolio projects with mentor code review
Session format
Duration: ~100 sessions (flexible)
Length: 1 hour, live online
Format: 1:1 mentorship
Language: English or Hindi
Common questions
- Do you offer a machine learning tutor online?
- Yes. All sessions are live 1:1 with a mentor who adapts examples to your assignments, portfolio goals, or interview prep.
- What if I am a complete beginner?
- We usually confirm Python and basic math comfort first, then move into supervised learning, evaluation, and small projects at your pace.
- Can working professionals join?
- Yes. Many learners upskill while employed. We focus on practical modeling, evaluation, and projects you can discuss in reviews or interviews.
- How do I start?
- Book a free demo on the contact page or WhatsApp. Share your background and goals—we suggest a realistic session plan.
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Want hands-on help? Explore our Python classes and AI classes for beginners.