Linear Algebra

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Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors (Coursera)

Dec 16th 2024
Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors (Coursera)
This course is the second course in the Linear Algebra Specialization. In this course, we continue to develop the techniques and theory to study matrices as special linear transformations (functions) on vectors. In particular, we develop techniques to manipulate matrices algebraically. This will allow us to better analyze and [...]
Linear Algebra from Elementary to Advanced Specialization
Linear Algebra
Matrix Algebra
Determinants
Eigenvectors
Eigenvalues
Matrices
Linear Transformations
Coursera Plus
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Dec 16th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Mixed
5-12 Weeks
1-4 Hours/Week
45.00 EUR/month
English
English

Linear Algebra: Linear Systems and Matrix Equations (Coursera)

Dec 16th 2024
Linear Algebra: Linear Systems and Matrix Equations (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
English
Linear Algebra: Linear Systems and Matrix Equations (Coursera)
This is the first course of a three course specialization that introduces the students to the concepts of linear algebra, one of the most important and basic areas of mathematics, with many real-life applications. This foundational material provides both theory and applications for topics in mathematics, engineering and [...]
Linear Algebra from Elementary to Advanced Specialization
Linear Algebra
Linear Systems
Matrix Equations
Matrices
Vectors
Linear Transformations
Coursera Plus
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Dec 16th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Beginner
4 Weeks
1-4 Hours/Week
45.00 EUR/month
English
English

Basic Robotic Behaviors and Odometry (Coursera)

Dec 16th 2024
Basic Robotic Behaviors and Odometry (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
CS: Artificial Intelligence, Robotics & Computer Vision
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Basic Robotic Behaviors and Odometry (Coursera)
"Basic Robotic Behaviors and Odometry" provides you with an introduction to autonomous mobile robots, including forward kinematics (“odometry”), basic sensors and actuators, and simple reactive behavior. This course is centered around exercises in the realistic, physics-based simulator, “Webots”, where you will experiment in a hands-on manner with simple reactive [...]
Introduction to Robotics with Webots Specialization
Robotic Behaviors
Odometry
Robotics
Autonomous Mobile Robots
Sensors
Actuators
Webots
Python Programming
Linear Algebra
Coursera Plus
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Dec 16th 2024
Course Auditing
Coursera
University of Colorado Boulder
CS: Artificial Intelligence, Robotics & Computer Vision
Intermediate
5-12 Weeks
5-10 Hours/Week
45.00 EUR/month
English
English

Robotic Mapping and Trajectory Generation (Coursera)

Dec 16th 2024
Robotic Mapping and Trajectory Generation (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Computer Science
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Robotic Mapping and Trajectory Generation (Coursera)
In this second course of the Introduction to Robotics specialization, "Robotic Mapping and Trajectory Generation", you will learn how to perform basic inverse kinematics of (non-)holonomic systems using a feedback control approach. You will also learn how to process multi-dimensional sensor signals such as laser range scanners for mapping. [...]
Introduction to Robotics with Webots Specialization
Robotic Mapping
Robotics
Python Programming
Python
Linear Algebra
Robotic Technology
Coursera Plus
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Dec 16th 2024
Course Auditing
Coursera
University of Colorado Boulder
Computer Science
Intermediate
5-12 Weeks
5-10 Hours/Week
44.00 EUR/month
English
English

Linear Algebra for Machine Learning and Data Science (Coursera)

Dec 16th 2024
Linear Algebra for Machine Learning and Data Science (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Computer Science
Data Science
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
English
Linear Algebra for Machine Learning and Data Science (Coursera)
After completing this course, learners will be able to: represent data as vectors and matrices and identify their properties using concepts of singularity, rank, and linear independence, etc.; apply common vector and matrix algebra operations like dot product, inverse, and determinants; express certain types of matrix operations as linear [...]
Mathematics for Machine Learning and Data Science Specialization
Linear Algebra
Machine Learning
Data Science
Linear Equations
Determinants
Linear Transformations
Vectors
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Dec 16th 2024
Course Auditing
Coursera
DeepLearning.AI
Computer Science
Data Science
Beginner
4 Weeks
5-10 Hours/Week
36.00 EUR/month
English
English

Build Regression, Classification, and Clustering Models (Coursera)

Dec 16th 2024
Build Regression, Classification, and Clustering Models (Coursera)
Course Auditing
Coursera
CertNexus
Categories
Data Science
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Build Regression, Classification, and Clustering Models (Coursera)
In most cases, the ultimate goal of a machine learning project is to produce a model. Models make decisions, predictions—anything that can help the business understand itself, its customers, and its environment better than a human could. Models are constructed using algorithms, and in the world of machine learning, [...]
Certified Artificial Intelligence Practitioner Specialization
Regression
Classification
Clustering
Machine Learning
ML
Linear Regression
Linear Algebra
Regression Models
Coursera Plus
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Dec 16th 2024
Course Auditing
Coursera
CertNexus
Data Science
Intermediate
5-12 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

Mathematics for Machine Learning: PCA (Coursera)

Dec 16th 2024
Mathematics for Machine Learning: PCA (Coursera)
Course Auditing
Coursera
Imperial College London
Categories
Data Science
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Mathematics for Machine Learning: PCA (Coursera)
This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. We'll cover some basic statistics of data sets, such as mean values and variances, we'll compute distances and angles between vectors using inner products and derive orthogonal projections of data onto [...]
Mathematics for Machine Learning Specialization
Mathematics
Machine Learning
PCA
Analysis
Orthogonality
Statistics
Datasets
Dimensionality Reduction
Linear Algebra
Python Programming
Coursera Plus
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Dec 16th 2024
Course Auditing
Coursera
Imperial College London
Data Science
Intermediate
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Mathematics for Machine Learning: Linear Algebra (Coursera)

Dec 16th 2024
Mathematics for Machine Learning: Linear Algebra (Coursera)
Course Auditing
Coursera
Imperial College London
Categories
Data Science
Statistics & Data Analysis
Effort
Beginner
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Mathematics for Machine Learning: Linear Algebra (Coursera)
In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these [...]
Mathematics for Machine Learning Specialization
Math
Mathematics
Machine Learning
Eigenvectors
Eigenvalues
Transformation Matrix
Matrices
Linear Algebra
Coursera Plus
View more details
Dec 16th 2024
Course Auditing
Coursera
Imperial College London
Data Science
Statistics & Data Analysis
Beginner
5-12 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Advanced Linear Models for Data Science 1: Least Squares (Coursera)

Dec 16th 2024
Advanced Linear Models for Data Science 1: Least Squares (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Advanced
5-12 Weeks
1-4 Hours/Week
Languages
English
Polish
English
French
Persian
Russian
Advanced Linear Models for Data Science 1: Least Squares (Coursera)
Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning the class make sure that you have the following: a basic understanding of linear algebra and multivariate calculus; a [...]
Advanced Statistics for Data Science Specialization
Least Squares
Linear Models
Linear Algebra
R Programming
Linear Regression
Regression Models
Data Science
Coursera Plus
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Dec 16th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Advanced
5-12 Weeks
1-4 Hours/Week
33.00 EUR/month
English
Polish
English
French
Persian
Russian

The Finite Element Method for Problems in Physics (Coursera)

Dec 2nd 2024
The Finite Element Method for Problems in Physics (Coursera)
Course Auditing
Coursera
University of Michigan
Categories
Sci: Physics
Sci: Mathematics
Engineering
Effort
Intermediate
13-24 Weeks
5-10 Hours/Week
Languages
English
English
The Finite Element Method for Problems in Physics (Coursera)
This course is an introduction to the finite element method as applicable to a range of problems in physics and engineering sciences. The treatment is mathematical, but only for the purpose of clarifying the formulation. The emphasis is on coding up the formulations in a modern, open-source environment that [...]
Finite Element
Physics
Matrices
C Sharp Programming
C++ Programming
Mechanical Engineering
Engineering Science
Linear Algebra
Engineering
Math
Coursera Plus
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Dec 2nd 2024
Course Auditing
Coursera
University of Michigan
Sci: Physics
Sci: Mathematics
Engineering
Intermediate
13-24 Weeks
5-10 Hours/Week
41.00 EUR
English
English