Math With AmarA C A D E M Y

40 free lessons · Worked examples and practice

Graduate math

Meet selected advanced ideas in analysis, algebra, geometry, probability, and fluid mathematics. These short introductions emphasize definitions, hypotheses, and the structure of an argument; they are starting points for deeper study.

An advanced mathematics workspace with geometric models and research notes
Use the pictures and worked reasoning as a starting point. Make your own sketch, explain your choices, and check the result.

Your study guide

What you will explore.

  • Track definitions and theorem hypotheses
  • Study advanced structures and analytical estimates
  • Distinguish examples, general results, and research claims

Before you begin

A solid undergraduate foundation is expected, with prerequisites varying by topic. Review the relevant proof techniques and subject background before treating an advanced example as a general theorem.

Review Undergraduate

How to study these lessons

List every hypothesis and explain why it is needed. Reconstruct the argument, test a limiting case, and use the cited primary sources when a lesson discusses current research.

Work at your own pace. Open a hint when you need it, then try again before revealing the complete explanation.

Grade labels are starting-point guides; school sequences vary. University lessons introduce selected topics and assume the prerequisites listed on each page.

Practice with a moving example

650 guided practice chapters for Graduate.

Try a distinct question, open a hint, compare the worked solution, and explore its interactive animation. These scenario chapters give you more practice within this level’s topics.

Open the practice collection

Learn with Amar

Teaching videos, chapter by chapter.

Teaching recordings for this level are being prepared. Browse the chapter index to see video availability and open the written lessons that are ready now.

Browse chapters and video availability

Learn one idea at a time

Your Graduate lesson collection.

The lessons appear in their suggested study order. Choose the first lesson for a starting point, or use the search and subject filters to review a particular skill. Read the prerequisites whenever you change topics.

Showing 12 of 40 matching lessons · All free

An advanced mathematics workspace with geometric models and research notesAlgebra

Graduate · Extension 20 min

Recover a missing eigenvector with a Jordan chain

Use a generalized eigenvector when an eigenvalue lacks a full eigenbasis.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesAlgebra

Graduate · Extension 20 min

Find the shortest polynomial that annihilates a matrix

Distinguish a minimal polynomial from a characteristic polynomial.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesAlgebra

Graduate · Extension 20 min

Identify linear measurements as dual vectors

Construct a dual basis that extracts nonstandard coordinates.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesAlgebra

Graduate · Extension 20 min

Build a bilinear interaction from elementary tensors

Expand an elementary tensor in a product basis.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesAlgebra

Graduate · Extension 20 min

Check whether cosets support a group operation

Use conjugation to test normality before defining a quotient group.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesAlgebra

Graduate · Extension 20 min

Constrain subgroups using Sylow counting

Combine divisibility and congruence conditions on Sylow subgroup counts.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesAlgebra

Graduate · Extension 20 min

Use an ideal to make quotient multiplication consistent

Connect polynomial evaluation with a quotient ring.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesAlgebra

Graduate · Extension 20 min

Find the symmetries of a quadratic field extension

Identify automorphisms that fix the rational base field.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesAlgebra

Graduate · Extension 20 min

See a linear operator as a polynomial-module action

Encode repeated operator application through multiplication by a formal variable.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesAlgebra

Graduate · Extension 20 min

Average a symmetry action to extract invariant vectors

Construct a projection by averaging a finite group representation.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesGeometry

Graduate · Extension 20 min

Measure loop winding through a covering coordinate

Represent the fundamental group of a circle by integer winding.

Read, practice, and reflect
An advanced mathematics workspace with geometric models and research notesGeometry

Graduate · Extension 20 min

Count sheets of a circle covering

Relate a covering's degree to its action on fundamental groups.

Read, practice, and reflect