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

Status: New
DeepLearning.AI
Python for Data Analytics
Skills you'll gain: Pandas (Python Package), Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Data Analysis, Exploratory Data Analysis, Descriptive Statistics, NumPy, Data Manipulation, Programming Principles, Python Programming, Regression Analysis, Forecasting
Beginner · Course · 1 - 3 Months
Rice University
Principles of Computing (Part 1)
Skills you'll gain: Combinatorics, Probability, Programming Principles, Program Development, Computational Thinking, Computer Programming, Object Oriented Programming (OOP), Development Testing, Software Testing, Applied Mathematics, Debugging, Algorithms, Python Programming, Game Design, Simulations
4.7
Rating, 4.7 out of 5 stars
584 reviews
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Calculus through Data & Modelling: Vector Calculus
Skills you'll gain: Integral Calculus, Calculus, Linear Algebra, Mathematical Theory & Analysis, Advanced Mathematics, Visualization (Computer Graphics), Applied Mathematics, Graphing, Mathematical Modeling, Spatial Data Analysis
4.7
Rating, 4.7 out of 5 stars
43 reviews
Intermediate · Course · 1 - 4 Weeks
Rice University
Algorithmic Thinking (Part 1)
Skills you'll gain: Graph Theory, Algorithms, Computational Thinking, Data Analysis, Data Structures, Theoretical Computer Science, Network Analysis, Analysis, Python Programming, Computer Programming
4.6
Rating, 4.6 out of 5 stars
379 reviews
Intermediate · Course · 1 - 4 Weeks
Johns Hopkins University
Integral Calculus through Data and Modeling
Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Mathematical Modeling, Linear Algebra, Probability, Geometry, Visualization (Computer Graphics), Mechanics, Engineering Calculations, Graphing, Spatial Data Analysis, Physics
4.7
Rating, 4.7 out of 5 stars
123 reviews
Intermediate · Specialization · 3 - 6 Months
Coursera Project Network
Graduate Admission Prediction with Pyspark ML
Skills you'll gain: Data Cleansing, PySpark, Data Processing, Pandas (Python Package), Applied Machine Learning, Predictive Modeling, Regression Analysis
4.7
Rating, 4.7 out of 5 stars
34 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Colorado Boulder
Predictive Modeling and Analytics
Skills you'll gain: Predictive Analytics, Data Visualization, Data Modeling, Business Analytics, Data Analysis, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Machine Learning Methods, Supervised Learning, Decision Tree Learning, Data Cleansing, Artificial Neural Networks
3.6
Rating, 3.6 out of 5 stars
601 reviews
Intermediate · Course · 1 - 4 Weeks
Wesleyan University
Regression Modeling in Practice
Skills you'll gain: Regression Analysis, Statistical Analysis, Statistical Modeling, Data Analysis, Correlation Analysis, SAS (Software), Scatter Plots, Statistical Programming, Predictive Modeling, Statistical Hypothesis Testing, Plot (Graphics)
4.4
Rating, 4.4 out of 5 stars
274 reviews
Mixed · Course · 1 - 4 Weeks
Universidad de los Andes
Introducción a la ciencia de datos aplicada
Skills you'll gain: Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Visualization Software, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Analysis, Probability & Statistics, Statistics, Python Programming, Descriptive Statistics, Data Modeling, Statistical Modeling, Design Thinking
4.7
Rating, 4.7 out of 5 stars
399 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Duke University
Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital
Skills you'll gain: Image Analysis, Computer Vision, Digital Communications, Computer Graphics, Visualization (Computer Graphics), Medical Imaging, Applied Mathematics, Spatial Analysis, Advanced Mathematics, Linear Algebra, Matlab, Mathematical Modeling, Algorithms, Probability Distribution
4.7
Rating, 4.7 out of 5 stars
1.1K reviews
Mixed · Course · 1 - 3 Months
Status: Free
Universidade de São Paulo
Econometria Básica Aplicada
Skills you'll gain: Econometrics, Regression Analysis, Statistical Inference, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Economics, Mathematical Modeling, Time Series Analysis and Forecasting, Data Analysis
4.5
Rating, 4.5 out of 5 stars
168 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado System
Mathematical Foundations for Cryptography
Skills you'll gain: Cryptography, Arithmetic, Algorithms, Applied Mathematics, Probability, Computer Science
4.6
Rating, 4.6 out of 5 stars
329 reviews
Beginner · Course · 1 - 4 Weeks