Linear Regression

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Multiple Regression Analysis in Public Health (Coursera)

Jun 3rd 2024
Multiple Regression Analysis in Public Health (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Health & Society
Effort
Beginner
4 Weeks
1-4 Hours/Week
Languages
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Arabic
Multiple Regression Analysis in Public Health (Coursera)
Biostatistics is the application of statistical reasoning to the life sciences, and it's the key to unlocking the data gathered by researchers and the evidence presented in the scientific public health literature. In this course, you'll extend simple regression to the prediction of a single outcome of interest on [...]
Biostatistics in Public Health Specialization
Public Health
Regression Analysis
P-Value
Cox Regression
Confidence Intervals
Linear Regression
Spline Approach
Logistic Regression
Statistical Reasoning
Multiple Regression
Biostatistics
Coursera Plus
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Jun 3rd 2024
Course Auditing
Coursera
Johns Hopkins University
Health & Society
Beginner
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Arabic

Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls (Coursera)

Jun 3rd 2024
Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls (Coursera)
Course Auditing
Coursera
SAS
Categories
Data Science
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls (Coursera)
Machine learning. Your team needs it, your boss demands it, and your career loves it. After all, LinkedIn places it as one of the top few "Skills Companies Need Most" and as the very top emerging job in the U.S. This course will show you how machine learning works. [...]
Machine Learning for Everyone with Eric Siegel Specialization
Neural Networks
Machine Bias
Bias
Logistic Regression
Linear Regression
Naive Bayes
Decision Tree
Predictive Analytics
Artificial Intelligence
Data Science
Machine Learning
Coursera Plus
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Jun 3rd 2024
Course Auditing
Coursera
SAS
Data Science
Beginner
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Supervised Learning: Regression (Coursera)

Jun 3rd 2024
Supervised Learning: Regression (Coursera)
Course Auditing
Coursera
IBM
Categories
Data Science
Effort
Intermediate
3 Weeks
1-4 Hours/Week
Languages
English
Spanish
Russian
Portuguese
French
English
Supervised Learning: Regression (Coursera)
This course introduces you to one of the main types of modelling families of supervised Machine Learning: Regression. You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. This course also walks you through best practices, [...]
IBM Introduction to Machine Learning Specialization
IBM Machine Learning Professional Certificate
Supervised Learning
Regression
Regression Analysis
Linear Regression
Ridge Regression
Machine Learning
Cross Validation
Data Splits
Ridge
LASSO
Elastic Net
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Jun 3rd 2024
Course Auditing
Coursera
IBM
Data Science
Intermediate
3 Weeks
1-4 Hours/Week
33.00 EUR/month
English
Spanish
Russian
Portuguese
French
English

Linear Regression in R for Public Health (Coursera)

Jun 3rd 2024
Linear Regression in R for Public Health (Coursera)
Course Auditing
Coursera
Imperial College London
Categories
Health & Society
Statistics & Data Analysis
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
French
Portuguese
Russian
English
Spanish
Linear Regression in R for Public Health (Coursera)
Public Health has been defined as “the art and science of preventing disease, prolonging life and promoting health through the organized efforts of society”. Knowing what causes disease and what makes it worse are clearly vital parts of this. This requires the development of statistical models that describe how [...]
Statistical Analysis with R for Public Health Specialization
Linear Regression
Public Health
R Programming
Coursera Plus
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Jun 3rd 2024
Course Auditing
Coursera
Imperial College London
Health & Society
Statistics & Data Analysis
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
French
Portuguese
Russian
English
Spanish

Mathematics for Machine Learning: Multivariate Calculus (Coursera)

Jun 3rd 2024
Mathematics for Machine Learning: Multivariate Calculus (Coursera)
Course Auditing
Coursera
Imperial College London
Categories
Sci: Mathematics
Effort
Beginner
5-12 Weeks
1-4 Hours/Week
Languages
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Arabic
Mathematics for Machine Learning: Multivariate Calculus (Coursera)
This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the “rise over run” formulation of a slope, before converting this to the formal definition of the gradient of a function. [...]
Mathematics for Machine Learning Specialization
Mathematics
Machine Learning
Multivariate Calculus
Gradient Descent
Multivariable Calculus
Vector Calculus
Linear Regression
Calculus
Coursera Plus
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Jun 3rd 2024
Course Auditing
Coursera
Imperial College London
Sci: Mathematics
Beginner
5-12 Weeks
1-4 Hours/Week
40.00 EUR/month
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Arabic

Linear Regression for Business Statistics (Coursera)

Jun 3rd 2024
Linear Regression for Business Statistics (Coursera)
Course Auditing
Coursera
Rice University
Categories
Statistics & Data Analysis
Data Science
Effort
Mixed
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Linear Regression for Business Statistics (Coursera)
Regression Analysis is perhaps the single most important Business Statistics tool used in the industry. Regression is the engine behind a multitude of data analytics applications used for many forms of forecasting and prediction. This is the fourth course in the specialization, "Business Statistics and Analysis". The course [...]
Business Statistics and Analysis Specialization
Linear Regression
Business Analysis
Regression Analysis
Data Analysis
Business Statistics
Interaction
Regression
Plot
Coursera Plus
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Jun 3rd 2024
Course Auditing
Coursera
Rice University
Statistics & Data Analysis
Data Science
Mixed
4 Weeks
5-10 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)

Jun 3rd 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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Jun 3rd 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

Mastering Data Analysis in Excel (Coursera)

Jun 3rd 2024
Mastering Data Analysis in Excel (Coursera)
Course Auditing
Coursera
Duke University
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Mastering Data Analysis in Excel (Coursera)
Important: The focus of this course is on math - specifically, data-analysis concepts and methods - not on Excel for its own sake. We use Excel to do our calculations, and all math formulas are given as Excel Spreadsheets, but we do not attempt to cover Excel Macros, Visual [...]
Excel to MySQL: Analytic Techniques for Business Specialization
Excel
Data Analysis
Bayesian Logical
Metrics
Linear Regression
Binary Classification
Predictive Models
Predictive Analytics
Business
Analytic Techniques
MySQL
Coursera Plus
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Jun 3rd 2024
Course Auditing
Coursera
Duke University
Data Science
Statistics & Data Analysis
Mixed
5-12 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Statistical Learning (Coursera)

May 27th 2024
Statistical Learning (Coursera)
Course Auditing
Coursera
Illinois Tech
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
5-12 Weeks
11-20 Hours/Week
Languages
English
English
Statistical Learning (Coursera)
This course offers a deep dive into the world of statistical analysis, equipping learners with cutting-edge techniques to understand and interpret data effectively. We explore a range of methodologies, from regression and classification to advanced approaches like kernel methods and support vector machines, all designed to enhance your data [...]
Statistical Learning
Logistic Regression
Artificial Neural Networks
Linear Regression
K-Means Clustering
Bayesian Inference
Bootstrapping
Classification
Splines
K-Nearest Neighbors
Maximum Likelihood Estimation
Coursera Plus
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May 27th 2024
Course Auditing
Coursera
Illinois Tech
Data Science
Statistics & Data Analysis
Intermediate
5-12 Weeks
11-20 Hours/Week
45.00 EUR
English
English

Foundations of Machine Learning (Coursera)

May 27th 2024
Foundations of Machine Learning (Coursera)
Course Auditing
Coursera
Fractal Analytics
Categories
Statistics & Data Analysis
Data Science
Effort
Beginner
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Foundations of Machine Learning (Coursera)
In a world where data-driven insights are reshaping industries, mastering the foundations of machine learning is a valuable skill that opens doors to innovation and informed decision-making. In this comprehensive course, you will be guided through the core concepts and practical aspects of machine learning. Complex algorithms and techniques [...]
Fractal Data Science Professional Certificate
Machine Learning
Logistic Regression
Unsupervised Learning
Linear Regression
Decision Tree
Coursera Plus
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May 27th 2024
Course Auditing
Coursera
Fractal Analytics
Statistics & Data Analysis
Data Science
Beginner
5-12 Weeks
5-10 Hours/Week
45.00 EUR/month
English
English