Vector Spaces Courses and Certifications

Algèbre Linéaire (Partie 2)

1 review

Un MOOC francophone d'algèbre linéaire accessible à tous, enseigné de manière rigoureuse et ne nécessitant aucun prérequis.

• edX
• 5 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Algèbre Linéaire (Partie 3)

1 review

Un MOOC francophone d'algèbre linéaire accessible à tous, enseigné de manière rigoureuse et ne nécessitant aucun prérequis.

• edX
• 5 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Mathematical Methods for Data Analysis

6 ratings at edX

Learn mathematical methods for data analysis including mathematical formulations and computational methods. Some well-known machine learning algorithms such as k-means are introduced in the examples.

• edX
• 8 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Algebra and Geometry 3

123 ratings at Udemy

Inner product spaces, quadratic forms, symmetric matrices: more advanced problem solving; singular value decomposition

• Udemy
• 2 days 3 hours
• On-Demand
• Paid Course

Beginner - Expert Linear Algebra, with Practice in Python.

55 ratings at Udemy

Master Linear Algebra, with clear and concise explanations, Practical Examples in various domains like Machine Learning.

• Udemy
• 19 hours 38 minutes
• On-Demand
• Paid Course

Foundations of Statistical Learning & Algorithms

Master fundamental mathematical concepts for machine learning through linear algebra, probability theory, and optimization techniques, focusing on practical applications and model evaluation methods.

• Coursera
• 21 hours 22 minutes
• On-Demand
• Paid Course

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Linear Algebra for Machine Learning & AI

Master the mathematical foundations of AI and ML through matrices, linear systems, eigenvalues, transformations, and programming to build essential analytical skills.

• Coursera
• 1 day 11 hours 51 minutes
• On-Demand
• Paid Course

Create Embeddings, Vector Search, and RAG with BigQuery

Master building RAG pipelines in BigQuery to reduce AI hallucinations through vector search and embeddings, using Gemini and other generative AI models for improved accuracy.

• Coursera
• 2 hours 30 minutes
• On-Demand
• Paid Course

Math 201: Linear Algebra

Master fundamental concepts of vector spaces, matrices, eigenvalues, and linear transformations to solve complex mathematical problems and build analytical thinking skills.

• Study.com
• 10 hours 24 minutes
• On-Demand
• Paid Course

Linear Algebra

Master matrix theory and linear algebra, exploring systems of equations, vector spaces, determinants, eigenvalues, and applications in various disciplines. Gain practical skills for solving complex mathematical problems.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Linear Algebra and NxN Systems

Master algebra and MATLAB to solve large systems of differential equations, explore vector spaces, tackle eigenvalue problems, and model real-world phenomena.

• MITx Online
• 11 weeks, 5-8 hours a week
• On-Demand
• Free Online Course

Vector and Matrix Algebra

4 reviews

This tutorial introduces students to essential ideas related to vectors and matrices.

• Complexity Explorer
• 1 hour
• On-Demand
• Free Online Course

Khan Academy

Linear Subspaces - Vectors and Spaces - Linear Algebra

Explore linear subspaces in Rn, a fundamental concept in linear algebra. Learn to visualize and understand multi-dimensional mathematical reasoning through vectors, matrices, and transformations.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Wrath of Math

Elementary Linear Algebra - Complete Course

Master matrix operations, vector spaces, eigenvalues, and transformations through comprehensive lessons covering Gaussian elimination, determinants, orthogonality, and advanced topics.

• YouTube
• 17 hours 13 minutes
• On-Demand
• Free Video

NPTEL;  IIT Madras

Linear Algebra

In this course, you will learn systems of linear equations, Matrices, Elementary row operations, Row-reduced echelon matrices. Vector spaces, Subspaces, Bases and dimension, Ordered bases and coordinates.

• YouTube
• 1 day 16 hours
• On-Demand
• Free Video