guided learning · mentoring · coaching

Learn at Your Pace,
Get Unstuck Fast

All course content and project kits are free. Pay only when you want structured live guidance, project review, or intensive coaching.

Free Self-Study → Talk to Us →

Everything You Need to Learn on Your Own FREE

No account required for most content. Start learning today.

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9 Full Courses
ML, DL, GenAI, Agentic, MLOps, Programming, Key Concepts, RL, Data Viz — all free forever
JupyterLite Notebooks
57 hands-on notebooks that run in your browser. No setup needed.
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9 Project Kits
Milestones, skeleton code, architecture, viva Q&A, report + PPT templates
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12 Cheatsheets
Print-ready reference sheets for every course topic

Get Up to Speed in One Day

Live online sessions. Theory + code + hands-on labs. Certificate included.

🤖 ML Crash Course
₹999 per person
4 hours · Live online · Weekends
Core ML algorithms, evaluation metrics, sklearn pipeline, hands-on XGBoost project.
  • All 10 ML topics in 4 focused hours
  • Live code walkthrough in JupyterLab
  • Mini project: Fraud detection with XGBoost
  • Recording shared post-session
  • ML course certificate
  • Q&A session (30 min)
Register Interest →
🧠 DL Crash Course
₹999 per person
4 hours · Live online · Weekends
Neural networks to transformers. PyTorch training loops, transfer learning, deployment.
  • Neural nets, CNNs, Transformers in 4 hours
  • PyTorch training loop from scratch
  • Transfer learning with ResNet50
  • Deploy model as FastAPI endpoint
  • Recording + DL certificate
  • Q&A session (30 min)
Register Interest →

Deep Dive with Daily Sessions

5 days, 2 hours/day. Theory + code + project + viva prep. Small cohorts (max 15).

Machine Learning — 1 Week
₹2,499 per person
5 days × 2hrs · Online cohort · Max 15
Complete ML course with daily assignments, code reviews, and a final project.
  • All 10 ML topics over 5 days
  • Daily code assignments with feedback
  • Final project: full ML pipeline
  • Viva preparation session (Day 5)
  • Certificate + LinkedIn recommendation
  • 30-day access to session recordings
Register Interest →
Deep Learning — 1 Week
₹2,999 per person
5 days × 2hrs · Online cohort · Max 15
PyTorch from scratch to transformers. GPU training on Kaggle, deployment included.
  • PyTorch fundamentals (Day 1)
  • CNNs + transfer learning (Day 2)
  • LSTMs + time series (Day 3)
  • Transformers + HuggingFace (Day 4)
  • Model compression + deployment (Day 5)
  • Certificate + session recordings
Register Interest →

Get Unstuck with Direct Mentoring

For students who need personal attention on their project, viva prep, or placement readiness.

🎯 1:1 Project Guidance
₹499 / session (1hr)
Booked in advance · Online video call
Dedicated session on your specific project. Architecture review, debugging, viva prep, or report structure.
  • 1 hour dedicated to your project
  • Screen sharing + code review
  • Architecture and design feedback
  • Viva Q&A practice
  • Follow-up notes shared after session
Book a Session →
👥 Group Study Session
₹199 / person (1hr)
5–10 students · Online group call
Share a topic or project with 5-10 students at the same stage. Learn from each other's questions.
  • Themed sessions (e.g. RAG, XGBoost)
  • Q&A with instructor
  • Peer learning + networking
  • Monthly cohort sessions
  • Recording shared after
Join Next Session →

Guided Builds for Specific Projects

Dedicated support for completing a specific project kit from start to deployment.

📄 Document Q&A System
₹799 guided pack
2 live sessions + async support to build and deploy a RAG-based document Q&A system.
  • Session 1: Architecture + environment setup
  • Session 2: Integration + debugging + deploy
  • Async WhatsApp support (3 days)
  • Code review on your implementation
  • Deployment guidance (Render.com)
Get Guidance →
📊 Forecasting Dashboard
₹799 guided pack
2 live sessions to build an ARIMA + Prophet forecasting dashboard from your CSV data.
  • Session 1: EDA + model selection
  • Session 2: Dashboard + deployment
  • Async support (3 days)
  • Custom dataset guidance
  • Report template filled to your results
Get Guidance →

Frequently Asked Questions

Is the free content really free?
Yes, completely. All 9 courses, 57 notebooks, 9 project kits, 12 cheatsheets, and the interview prep guide are free with no sign-up required for most content. Signing in (free) just lets us track your progress and issue certificates.
When do sessions happen?
Crash courses run on weekends (Saturday/Sunday). Full courses run Monday-Friday evenings (6-8 PM IST) or weekends. 1:1 sessions are booked at a mutually convenient time. All sessions are online (Google Meet or Zoom).
What if I miss a session?
All sessions are recorded and shared with participants within 24 hours. For crash courses and full courses, you can attend the recording-only cohort at the same price if you cannot attend live.
Can my college group register together?
Yes. Groups of 10+ from the same college get a 20% discount on crash courses and full courses. Contact us with your group size and we will send a group booking link.
Do you offer EMI or scholarships?
We offer need-based discounts for students who cannot afford the fee. Contact us with your situation and we will do our best to accommodate. No one should be priced out of learning.
How is payment handled?
Payment via UPI, bank transfer, or Razorpay after your registration interest is confirmed. We contact you to confirm the session date before any payment is requested.
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Not Sure Which Option Fits?

Tell us your goal, timeline, and current level. We will recommend the best path — and there is never any pressure.

Talk to Us →