Least Squares

Sort options

Building Regression Models with Linear Algebra (Coursera)

Apr 15th 2024
Building Regression Models with Linear Algebra (Coursera)
Course Auditing
Coursera
Howard University
Categories
CS: Programming
CS: Software Engineering
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
English
Building Regression Models with Linear Algebra (Coursera)
In this course, you'll learn how to distinguish between the different types of regression models. You will apply the Method of Least Squares to a dataset by hand and using Python. In addition, you will learn how to employ a linear regression model to identify scenarios. Let's get started!
Linear Algebra for Data Science Using Python Specialization
Regression Models
Linear Algebra
Least Squares
Python
Python Programming
Linear Regression
Coursera Plus
View more details
Apr 15th 2024
Course Auditing
Coursera
Howard University
CS: Programming
CS: Software Engineering
Beginner
4 Weeks
1-4 Hours/Week
46.00 EUR/month
English
English

Advanced Linear Models for Data Science 2: Statistical Linear Models (Coursera)

Apr 15th 2024
Advanced Linear Models for Data Science 2: Statistical Linear Models (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Statistics & Data Analysis
Data Science
Effort
Advanced
4 Weeks
1-4 Hours/Week
Languages
English
Arabic
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese
Advanced Linear Models for Data Science 2: Statistical Linear Models (Coursera)
Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models. 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; [...]
Advanced Statistics for Data Science Specialization
Data Science
Statistical Linear Models
Linear Models
Least Squares
Linear Algebra
Regression Models
Multivariate Calculus
Algebra
Mathematics
R Programming
Coursera Plus
View more details
Apr 15th 2024
Course Auditing
Coursera
Johns Hopkins University
Statistics & Data Analysis
Data Science
Advanced
4 Weeks
1-4 Hours/Week
33.00 EUR/month
English
Arabic
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese

Machine Learning: Concepts and Applications (Coursera)

Apr 8th 2024
Machine Learning: Concepts and Applications (Coursera)
Course Auditing
Coursera
University of Chicago
Categories
Data Science
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Machine Learning: Concepts and Applications (Coursera)
This course gives you a comprehensive introduction to both the theory and practice of machine learning. You will learn to use Python along with industry-standard libraries and tools, including Pandas, Scikit-learn, and Tensorflow, to ingest, explore, and prepare data for modeling and then train and evaluate models using a [...]
Machine Learning
Python
Python Programming
Pandas
SciKit-Learn
TensorFlow
Linear Regression
Least Squares
Maximum Likelihood Estimation
Least Squares Estimation
Logistic Regression
SVM
Support Vector Machines
Naive Bayes
Decision Tree
Clustering
Deep Learning
Coursera Plus
View more details
Apr 8th 2024
Course Auditing
Coursera
University of Chicago
Data Science
Intermediate
5-12 Weeks
5-10 Hours/Week
44.00 EUR
English
English

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

Apr 8th 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
View more details
Apr 8th 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