Linear Models

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Machine Learning with Python: from Linear Models to Deep Learning (edX)

May 27th 2024
Machine Learning with Python: from Linear Models to Deep Learning (edX)
Course Auditing
EdX
MIT
MITx
Categories
CS: Programming
Data Science
Effort
Advanced
13-24 Weeks
11-20 Hours/Week
Languages
English
English
Machine Learning with Python: from Linear Models to Deep Learning (edX)
An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender systems (e.g., Netflix, Amazon), [...]
Statistics and Data Science MicroMasters
Machine Learning
Python
Programming
Python Programming
Linear Models
Deep Learning
Reinforcement Learning
Classification
Regression
Clustering
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May 27th 2024
Course Auditing
EdX
MIT
MITx
CS: Programming
Data Science
Advanced
13-24 Weeks
11-20 Hours/Week
274.00 EUR
English
English

Generalized Linear Models and Nonparametric Regression (Coursera)

May 6th 2024
Generalized Linear Models and Nonparametric Regression (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
4 Weeks
11-20 Hours/Week
Languages
English
English
Generalized Linear Models and Nonparametric Regression (Coursera)
In the final course of the statistical modeling for data science program, learners will study a broad set of more advanced statistical modeling tools. Such tools will include generalized linear models (GLMs), which will provide an introduction to classification (through logistic regression); nonparametric modeling, including kernel estimators, smoothing splines; [...]
Generalized Linear Models
GLMs
Nonparametric Regression
Generalized Additive Models
GMAs
Linear Models
Calculus
Probability Theory
Linear Algebra
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
University of Colorado Boulder
Data Science
Statistics & Data Analysis
Intermediate
4 Weeks
11-20 Hours/Week
84.00 EUR/month
English
English

Quantifying Relationships with Regression Models (Coursera)

May 6th 2024
Quantifying Relationships with Regression Models (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Statistics & Data Analysis
Data Science
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
English
Quantifying Relationships with Regression Models (Coursera)
This course will introduce you to the linear regression model, which is a powerful tool that researchers can use to measure the relationship between multiple variables. We’ll begin by exploring the components of a bivariate regression model, which estimates the relationship between an independent and dependent variable. [...]
Data Literacy Specialization
Relationships
Regression Models
Statistical Analysis
Linear Regression
Linear Models
Data Science
Data Analysis
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
Johns Hopkins University
Statistics & Data Analysis
Data Science
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

Statistics with SAS (Coursera)

May 6th 2024
Statistics with SAS (Coursera)
Course Auditing
Coursera
SAS
Categories
Statistics & Data Analysis
Data Science
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Statistics with SAS (Coursera)
This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.
SAS
ANOVA
Regression
Statistics
Linear Models
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
SAS
Statistics & Data Analysis
Data Science
Intermediate
5-12 Weeks
1-4 Hours/Week
45.00 EUR
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

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

May 6th 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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May 6th 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

Fundamentals of Quantitative Modeling (Coursera)

May 6th 2024
Fundamentals of Quantitative Modeling (Coursera)
Course Auditing
Coursera
University of Pennsylvania
Categories
Management & Leadership
Economics & Finance
Effort
Mixed
4 Weeks
1-4 Hours/Week
Languages
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
Vietnamese
English
Chinese
Arabic
Fundamentals of Quantitative Modeling (Coursera)
How can you put data to work for you? Specifically, how can numbers in a spreadsheet tell us about present and past business activities, and how can we use them to forecast the future? The answer is in building quantitative models, and this course is designed to help you [...]
Finance & Quantitative Modeling for Analysts Specialization
Business and Financial Modeling Specialization
Quantitative Modeling
Financial Modeling
Business Modeling
Regression Models
Probabilistic Models
Optimization
Linear Models
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
University of Pennsylvania
Management & Leadership
Economics & Finance
Mixed
4 Weeks
1-4 Hours/Week
68.00 EUR/month
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
Vietnamese
English
Chinese
Arabic

Regression Models (Coursera)

May 6th 2024
Regression Models (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
4 Weeks
11-20 Hours/Week
Languages
English
French
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
English
Chinese
Arabic
Regression Models (Coursera)
Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. This course covers regression analysis, least squares and inference using [...]
Data Science Specialization
Data Science: Statistics and Machine Learning Specialization
Regression Models
Statistics
ANOVA
ANCOVA
Data Science
Regression
Linear Models
Linear Regression
Regression Analysis
Multivariable Regression
Logistic Regression
Poisson Regression
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Mixed
4 Weeks
11-20 Hours/Week
39.00 EUR/month
English
French
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
English
Chinese
Arabic

Model Thinking (Coursera)

May 6th 2024
Model Thinking (Coursera)
Course Auditing
Coursera
University of Michigan
Categories
Humanities
Economics & Finance
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Chinese
Italian
Vietnamese
German
Russian
Turkish
English
Spanish
Model Thinking (Coursera)
We live in a complex world with diverse people, firms, and governments whose behaviors aggregate to produce novel, unexpected phenomena. We see political uprisings, market crashes, and a never ending array of social trends. How do we make sense of it? Models. Evidence shows that people who think with [...]
Model Thinking
Models
Decision Model
Central Limit Theorem
Randomness
Coordination
Markov Model
Economic Growth
Tipping Point
Linear Models
Strategic Thinking
Decision Making
Business
Economics
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
University of Michigan
Humanities
Economics & Finance
Mixed
5-12 Weeks
1-4 Hours/Week
41.00 EUR
English
Arabic
French
Portuguese
Chinese
Italian
Vietnamese
German
Russian
Turkish
English
Spanish

Machine Learning Foundations for Product Managers (Coursera)

Apr 29th 2024
Machine Learning Foundations for Product Managers (Coursera)
Course Auditing
Coursera
Duke University
Categories
Data Science
Effort
Beginner
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Machine Learning Foundations for Product Managers (Coursera)
In this first course of the AI Product Management Specialization offered by Duke University's Pratt School of Engineering, you will build a foundational understanding of what machine learning is, how it works and when and why it is applied. To successfully manage an AI team or product and [...]
AI Product Management Specialization
Machine Learning
Product Management
ML
ML Models
Linear Models
Regression
Classification
Clustering
Deep Learning
Coursera Plus
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Apr 29th 2024
Course Auditing
Coursera
Duke University
Data Science
Beginner
5-12 Weeks
1-4 Hours/Week
32.00 EUR/month
English
English

Practical Machine Learning on H2O (Coursera)

Apr 29th 2024
Practical Machine Learning on H2O (Coursera)
Course Auditing
Coursera
H2O.ai
Categories
Data Science
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
English
Practical Machine Learning on H2O (Coursera)
In this course, we will learn all the core techniques needed to make effective use of H2O. Even if you have no prior experience of machine learning, even if your math is weak, by the end of this course you will be able to make machine learning models using [...]
Machine Learning
Deep Learning
Linear Models
Random Forest
Data Science
Coursera Plus
View more details
Apr 29th 2024
Course Auditing
Coursera
H2O.ai
Data Science
Intermediate
5-12 Weeks
1-4 Hours/Week
41.00 EUR
English
English