Mathematical foundations for the BITS WILP AI/ML programme — visual, cited, and exam-aligned. Stop fighting the notation; start solving the paper. ₹1,499 per course. Pay once. No scheduled expiry while the course is served.
27 core pages + 12 prereq pages + 38 practice sets + 5 synthesis checkpoints + 1 final mock
Worked examples include optional explanations and a "Reveal" button — so you try it yourself first, then check your arithmetic.
473 problems — 393 mechanical, 54 mixed, 26 prove/derive. Exam-style question patterns (mid-sem and comprehensive) with PDF citations to the source textbooks.
5 cross-module synthesis checkpoints (A–E) plus a 90-minute final mock
Citations to Deisenroth, Hoffman & Kunze, Aggarwal with PDF page numbers.
Each checkpoint mixes modules — the questions that need M3 and M4 together, not one at a time, and the paper that mixes them for real.
Lessons include textbook references and worked explanations. Earlier source checks are recorded below; they do not certify every practice answer or guarantee exam marks. Try M1 · Linear Systems (full module) before deciding.
These are content-review groups, not the number of modules in your handout. The record is dated 2026-10-10; later edits need their own checks.
If something seems wrong, use the report link on the lesson. Check the current instructor’s instructions for assessed scope and exam rules.
Pay once for the selected course. Access lasts while the purchased course is served, with no scheduled expiry or renewal charge.
Pay ₹1,499 — unlock Mathematical FoundationsUPI · cards · netbanking — processed by Razorpay
Each course is bought on its own — you are only ever charged for the one you pick on this page. How this compares to PDF bundles →
Refund & cancellation policy → · Support & grievances · Terms of use · Privacy policy
The entire M1 module — all 4 core pages, all 4 practice sets, 64 problems in all. End-to-end experience of the UI: prereq banner, inline term tooltips, progressive walkthrough, flashcards. Then the paywall hits at M2 — Vector Spaces. No payment is needed for the preview; an account is required.
Not ready? Try M1 · Linear Systems (full module) free →The whole of M1 — all 4 core pages and all 4 practice sets, 64 problems in all. You can decide from that whether the depth, the citations and the format are worth ₹1,499. In this course, the paywall starts at M2 (Vector Spaces), which is where the notation gets serious.
Try the free first module before buying. We do not offer a general change-of-mind refund after access is provided. Payment or access problems are reviewed under our policy and applicable consumer law. Read the refund policy →
This page sends you straight to the hub for the course you own, with nothing to pay. The other courses are separate purchases — the ₹3,000 bundle that used to cover two of them has been withdrawn, so every course is now bought on its own at the same price.
Access unlocks immediately. Your progress on practice problems is saved to your account (DB-backed, not localStorage), so you can switch devices and resume where you left off — but only on one device at a time, by design.
For course navigation and interactive practice, please use the live app. Offline PDF generation is disabled.