Statistical Models

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Modern Regression Analysis in R (Coursera)

Apr 3rd 2023
Modern Regression Analysis in R (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Data Science
Statistics & Data Analysis
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Modern Regression Analysis in R (Coursera)
This course will provide a set of foundational statistical modeling tools for data science. In particular, students will be introduced to methods, theory, and applications of linear statistical models, covering the topics of parameter estimation, residual diagnostics, goodness of fit, and various strategies for variable selection and model comparison. [...]
Statistical Modeling for Data Science Applications Specialization
Regression Analysis
R Programming
Linear Regression
Statistical Models
Coursera Plus
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Apr 3rd 2023
Course Auditing
Coursera
University of Colorado Boulder
Data Science
Statistics & Data Analysis
Intermediate
5-12 Weeks
5-10 Hours/Week
66.00 EUR/month
English
English

Fitting Statistical Models to Data with Python (Coursera)

Apr 3rd 2023
Fitting Statistical Models to Data with Python (Coursera)
Course Auditing
Coursera
University of Michigan
Categories
Data Science
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
English
Arabic
French
Portuguese
Italian
Vietnamese
Korean
German
Russian
Spanish
Fitting Statistical Models to Data with Python (Coursera)
In this course, we will expand our exploration of statistical inference techniques by focusing on the science and art of fitting statistical models to data. We will build on the concepts presented in the Statistical Inference course (Course 2) to emphasize the importance of connecting research questions to our [...]
Statistics with Python Specialization
Python
Statistics
Statistical Data
Data
Bayesian Statistics
Statistical Models
Python Programming
Statistical Regression
Model Fitting
Coursera Plus
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Apr 3rd 2023
Course Auditing
Coursera
University of Michigan
Data Science
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English
Arabic
French
Portuguese
Italian
Vietnamese
Korean
German
Russian
Spanish

Designing, Running, and Analyzing Experiments (Coursera)

Mar 27th 2023
Designing, Running, and Analyzing Experiments (Coursera)
Course Auditing
Coursera
University of California, San Diego
Categories
CS: Design & Product
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
Russian
Portuguese
English
Spanish
Chinese
Designing, Running, and Analyzing Experiments (Coursera)
You may never be sure whether you have an effective user experience until you have tested it with users. In this course, you’ll learn how to design user-centered experiments, how to run such experiments, and how to analyze data from these experiments in order to evaluate and validate user [...]
Interaction Design Specialization
Designing Experiments
Statistics
R Programming
Statistical Models
Experimental Design
Experiment
Interaction Design
Web Implementations
Coursera Plus
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Mar 27th 2023
Course Auditing
Coursera
University of California, San Diego
CS: Design & Product
Intermediate
5-12 Weeks
1-4 Hours/Week
32.00 EUR/month
English
Russian
Portuguese
English
Spanish
Chinese

Bayesian Statistics: Mixture Models (Coursera)

Mar 13th 2023
Bayesian Statistics: Mixture Models (Coursera)
Course Auditing
Coursera
University of California, Santa Cruz
Categories
Statistics & Data Analysis
Effort
Advanced
5-12 Weeks
1-4 Hours/Week
Languages
English
French
Portuguese
Russian
English
Spanish
Bayesian Statistics: Mixture Models (Coursera)
Bayesian Statistics: Mixture Models introduces you to an important class of statistical models. The course is organized in five modules, each of which contains lecture videos, short quizzes, background reading, discussion prompts, and one or more peer-reviewed assignments. Statistics is best learned by doing it, not just watching a [...]
Data Analysis
Statistical Models
Bayesian Statistics
Statistics
Coursera Plus
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Mar 13th 2023
Course Auditing
Coursera
University of California, Santa Cruz
Statistics & Data Analysis
Advanced
5-12 Weeks
1-4 Hours/Week
41.00 EUR
English
French
Portuguese
Russian
English
Spanish

Advanced Machine Learning (FutureLearn)

No sessions available
Advanced Machine Learning (FutureLearn)
Course Auditing
FutureLearn
Persontyle
The Open University
Categories
Statistics & Data Analysis
Data Science
Effort
Advanced
4 Weeks
1-4 Hours/Week
Languages
English
Advanced Machine Learning (FutureLearn)
Improve your understanding of machine learning. Explore advanced techniques and how to use them in your data science projects. Discover and apply advanced statistical machine learning techniques. This online course explores advanced statistical machine learning.
Data Analysis
Clustering
Statistical Models
Statistical Machine Learning
Data Science
Machine Learning
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No sessions available
Course Auditing
FutureLearn
Persontyle
The Open University
Statistics & Data Analysis
Data Science
Advanced
4 Weeks
1-4 Hours/Week
74.00 EUR
English

Distributed Machine Learning with Apache Spark (edX)

No sessions available
Distributed Machine Learning with Apache Spark (edX)
Course Auditing
EdX
University of California, Berkeley
BerkeleyX
Categories
CS: Software Engineering
Data Science
Statistics & Data Analysis
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
English
Distributed Machine Learning with Apache Spark (edX)
Learn the underlying principles required to develop scalable machine learning pipelines and gain hands-on experience using Apache Spark. Machine learning aims to extract knowledge from data, relying on fundamental concepts in computer science, statistics, probability and optimization.
Data Science and Engineering with Spark XSeries
Algorithms
Statistical Models
Model Evaluation
Supervised Learning
Exploratory Data Analysis
Spark
Machine Learning Pipelines
Apache Spark
Machine Learning
View more details
No sessions available
Course Auditing
EdX
University of California, Berkeley
BerkeleyX
CS: Software Engineering
Data Science
Statistics & Data Analysis
Intermediate
4 Weeks
5-10 Hours/Week
81.00 EUR
English
English