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

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Explore the Linear Algebra Course Catalog

IBM
IBM Data Topology
Skills you'll gain: Multi-Cloud, Data Architecture, Data Management, Regulatory Compliance, Information Architecture, Cloud Management, Data Governance, Data Infrastructure, Data Integration, Data Strategy, Digital Transformation, Data Security
4.7
Rating, 4.7 out of 5 stars
32 reviews
Intermediate · Course · 1 - 4 Weeks
DeepLearning.AI
Нейронные сети и глубокое обучение
Skills you'll gain: Deep Learning, Artificial Neural Networks, Supervised Learning, Artificial Intelligence, Machine Learning, Python Programming, Network Architecture, Linear Algebra
3.9
Rating, 3.9 out of 5 stars
13 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
The Physics of Emergence: Introduction to Condensed Matter
Skills you'll gain: Physics, Physical Science, Algebra, Engineering Analysis, Advanced Mathematics, Mathematical Modeling, Simulations, Science and Research, Applied Mathematics
4.8
Rating, 4.8 out of 5 stars
17 reviews
Beginner · Specialization · 1 - 3 Months
LearnQuest
Introduction to Data Science and scikit-learn in Python
Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, NumPy, Data Analysis, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning, Classification And Regression Tree (CART), Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Data Structures
3.7
Rating, 3.7 out of 5 stars
49 reviews
Beginner · Course · 1 - 4 Weeks
Rice University
Data Analysis for Managerial Decision-Making
Skills you'll gain: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Algebra, Bayesian Statistics, Arithmetic, Statistical Analysis, Data Analysis, Regression Analysis, Correlation Analysis
4.5
Rating, 4.5 out of 5 stars
10 reviews
Beginner · Course · 1 - 3 Months
Packt
Prerequisites and Advanced Machine Learning for NLP
Skills you'll gain: Matplotlib, Pandas (Python Package), Data Visualization, NumPy, Linear Algebra, Deep Learning, Natural Language Processing, Data Manipulation, Machine Learning Algorithms, Machine Learning, Python Programming, Supervised Learning, Data Processing, Artificial Neural Networks, Data Structures, Regression Analysis
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Getting Started with Microsoft OneNote
Skills you'll gain: Data Sharing, Document Management, User Accounts, Web Content Accessibility Guidelines, File Management, Web Content, Information Architecture
4.6
Rating, 4.6 out of 5 stars
34 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Portfolio Diversification using Correlation Matrix
Skills you'll gain: Portfolio Management, Risk Management, Investment Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Market Data, Analysis
4.5
Rating, 4.5 out of 5 stars
276 reviews
Intermediate · Guided Project · Less Than 2 Hours
Università di Napoli Federico II
Comparative Research Designs and Methods
Skills you'll gain: Research Methodologies, Qualitative Research, Research Design, Research, Social Sciences, Statistical Analysis, Computational Logic, Regression Analysis, Political Sciences
4.6
Rating, 4.6 out of 5 stars
9 reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Robotic Mapping and Trajectory Generation
Skills you'll gain: Data Mapping, Robotic Process Automation, Artificial Intelligence, Global Positioning Systems, Simulations, Computational Thinking, Data Structures, Algorithms, Linear Algebra
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
9 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Erasmus University Rotterdam
Enjoyable Econometrics
Skills you'll gain: Econometrics, Data Collection, Probability & Statistics, Regression Analysis, Survey Creation, Statistics, Quantitative Research, Statistical Hypothesis Testing, Statistical Analysis, Forecasting, Correlation Analysis
4.1
Rating, 4.1 out of 5 stars
121 reviews
Beginner · Course · 1 - 3 Months
DeepLearning.AI
Réseaux neuronaux et Deep Learning
Skills you'll gain: Deep Learning, Supervised Learning, Artificial Neural Networks, Artificial Intelligence, Machine Learning, Performance Tuning, Network Architecture, Python Programming, NumPy, Linear Algebra, Jupyter
4.9
Rating, 4.9 out of 5 stars
18 reviews
Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular linear algebra courses

IBM Data Topology: IBM
Нейронные сети и глубокое обучение: DeepLearning.AI
The Physics of Emergence: Introduction to Condensed Matter: University of Colorado Boulder
Introduction to Data Science and scikit-learn in Python: LearnQuest
Data Analysis for Managerial Decision-Making: Rice University
Prerequisites and Advanced Machine Learning for NLP: Packt
Getting Started with Microsoft OneNote: Coursera Project Network
Portfolio Diversification using Correlation Matrix: Coursera Project Network
Comparative Research Designs and Methods: Università di Napoli Federico II
Robotic Mapping and Trajectory Generation: University of Colorado Boulder

Linear Algebra Courses Online