UC

VinAI released a training course used in its AI Residency Program: Linear Algebra

October 22, 2022

Formed in 2019, VinAI Residency Program is the first and most eminent AI Residency Program in Vietnam.

Our residents have made significant contributions to AI research under the guidance of leading experts, publishing their research work in top-tier conferences of the industry and receiving Ph.D. scholarships from Top universities worldwide.

As part of VinAI’s effort to nurture the next generations of AI talents in Vietnam, we decided to release our *Linear Algebra* course to the public.

At VinAI, we have used this course to train our residents and build up strong mathematical fundamentals that are essential for their research careers in AI fields, and later, for their Ph.D. studies at the top Computer Science programs.

We do hope that the community (especially university students) finds this course’s material useful for their studies and careers:

Course Content:

  • History of (Linear) Algebra.
  • Concepts in Linear Algebra: Linear map, kernel, matrix, range, rank, etc.
  • Eigenvalues, eigenvectors.
  • Spectral decomposition theorem.
  • Other decompositions of a matrix.
  • Some special matrices.
  • Matrix norms.

Don’t forget to apply for our AI Residency Batch 9!!!

APPLY NOW: https://bit.ly/AIResident_register_batch9

Overall

< 1 minute

Open Course Team

Share Article

Related post

NLP
ICASSP
June 27, 2024

Thinh Pham, Dat Quoc Nguyen

VinAI Research, Vietnam

ML
NAACL
June 27, 2024

Thanh-Thien Le, Viet Dao, Linh Van Nguyen, Thi-Nhung Nguyen, Linh Ngo Van, Thien Huu Nguyen

GenAI
ML
AAAI
March 22, 2024

Viet Nguyen, Giang Vu, Tung Nguyen Thanh, Khoat Than, Toan Tran

NLP
AAAI
March 22, 2024

Thanh-Thien Le*, Manh Nguyen*, Tung Thanh Nguyen*, Linh Ngo Van and Thien Huu Nguyen