What skills can I learn in linear algebra courses on Coursera?

Linear algebra courses on Coursera cover a wide array of fundamental and advanced topics, enabling learners to: Understand vectors and matrices and their applications in various fields Learn methods for solving systems of linear equations Explore eigenvalues and eigenvectors and their significance in transformations Apply linear algebra concepts to computer graphics , data analysis , and more Discover how linear algebra supports machine learning and artificial intelligence algorithms

Do I need prior experience in mathematics to start these linear algebra courses?

No prior experience in advanced mathematics is required to start with the introductory linear algebra courses available on Coursera. These courses are designed to accommodate learners at different proficiency levels: Beginners can start with basic concepts of vectors and matrix operations. Intermediate learners can delve into more complex subjects such as linear transformations and space. Advanced learners can tackle topics like abstract vector spaces and computational linear algebra.

What certifications and credentials can I earn through linear algebra courses on Coursera?

Coursera offers various credentials through its linear algebra courses, designed to cater to both novices and professionals: Course certificates that validate your knowledge of linear algebra fundamentals Professional certificates that demonstrate your specialized skills in mathematics Specializations with focused expertise in advanced linear algebra topics

How can I purchase linear algebra training courses for my team?

Looking to enhance your team's linear algebra skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our linear algebra training options and make a purchase, please visit our Coursera for Teams page.

Top Linear Algebra Courses - Learn Linear Algebra Online

Explore the Linear Algebra Course Catalog

Coursera Project Network
Data Analysis in R: Predictive Analysis with Regression
Skills you'll gain: Ggplot2, Data Visualization, Regression Analysis, Predictive Analytics, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Exploratory Data Analysis, Statistics
4.2
Rating, 4.2 out of 5 stars
13 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: New
Status: Free Trial
Codio
C++: Linear Data Structures and Trees
Skills you'll gain: Data Structures, C++ (Programming Language), Programming Principles, Algorithms, Theoretical Computer Science, Object Oriented Programming (OOP)
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
IBM
AI Workflow: Enterprise Model Deployment
Skills you'll gain: Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, IBM Cloud, Jupyter, Machine Learning, Containerization, Python Programming, Performance Tuning, Scalability, Design Thinking
4.2
Rating, 4.2 out of 5 stars
55 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
Codio
Java: Data Structures and Algorithms
Skills you'll gain: Data Structures, Algorithms, Java, Java Programming, Theoretical Computer Science, Computer Programming, Computational Thinking, Programming Principles, Object Oriented Programming (OOP), Performance Tuning
Intermediate · Specialization · 1 - 3 Months
Status: New
Northeastern University
Foundations of Statistical Learning & Algorithms
Skills you'll gain: Linear Algebra, Statistical Machine Learning, Statistical Modeling, Probability, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Algebra
Mixed · Course · 1 - 4 Weeks
Packt
The STATA OMNIBUS: Regression and Modelling with STATA
Skills you'll gain: Stata, Regression Analysis, Statistical Modeling, Statistical Analysis, Advanced Analytics, Correlation Analysis, Statistical Visualization, Data Manipulation, Sampling (Statistics), Statistical Hypothesis Testing, Descriptive Statistics
Beginner · Course · 3 - 6 Months
Status: Free Trial
Illinois Tech
Introduction to Relational Databases
Skills you'll gain: Database Systems, Relational Databases, Database Management, Database Theory, Databases, SQL, Database Design, Database Management Systems, Database Architecture and Administration, Data Access, Query Languages, Data Modeling, Data Manipulation, User Accounts
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
28 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Calculus through Data & Modeling: Applying Differentiation
Skills you'll gain: Applied Mathematics, Estimation, Numerical Analysis, Calculus, Cost Estimation, Mathematical Modeling, Operations Research, Derivatives, Algebra
4.7
Rating, 4.7 out of 5 stars
54 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of California, Irvine
Cluster Analysis, Association Mining, and Model Evaluation
Skills you'll gain: Unsupervised Learning, Data Analysis, Regression Analysis, Statistical Analysis, Data Mining, Predictive Modeling, Predictive Analytics, Anomaly Detection, Statistical Modeling, Classification And Regression Tree (CART), Machine Learning, Correlation Analysis, Probability & Statistics, Scatter Plots, Market Analysis, Supervised Learning, AI Personalization, Cross Selling
4.5
Rating, 4.5 out of 5 stars
44 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Universidad de Palermo
Matemática para Negocios 
Skills you'll gain: Business Mathematics, Profit and Loss (P&L) Management, Applied Mathematics, Income Statement, Graphing, Financial Analysis, Business Metrics, Business Analysis, Financial Statements, Business Modeling, Arithmetic, Algebra
Beginner · Course · 1 - 4 Weeks
Packt
R Programming for Statistics and Data Science
Skills you'll gain: R Programming, Statistical Hypothesis Testing, Ggplot2, Data Visualization, Data Manipulation, Exploratory Data Analysis, Tidyverse (R Package), Statistical Modeling, Data Analysis, Regression Analysis, Data Structures, Data Wrangling, Statistical Analysis, Descriptive Statistics, Programming Principles, Data Transformation, Statistical Inference, Probability & Statistics
4.5
Rating, 4.5 out of 5 stars
6 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Theory of Angular Momentum
Skills you'll gain: Linear Algebra, Physics, Mathematical Modeling, Applied Mathematics
4.1
Rating, 4.1 out of 5 stars
20 reviews
Intermediate · Course · 1 - 4 Weeks