Regression

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Supervised Learning: Regression (Coursera)

Apr 22nd 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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Apr 22nd 2024
Course Auditing
Coursera
IBM
Data Science
Intermediate
3 Weeks
1-4 Hours/Week
33.00 EUR/month
English
Spanish
Russian
Portuguese
French
English

Machine Learning with Python (Coursera)

Apr 22nd 2024
Machine Learning with Python (Coursera)
Course Auditing
Coursera
IBM
Categories
Data Science
Effort
Intermediate
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Machine Learning with Python (Coursera)
This course dives into the basics of machine learning using an approachable, and well-known programming language, Python. In this course, we will be reviewing two main components: First, you will be learning about the purpose of Machine Learning and where it applies to the real world. Second, you will [...]
IBM Data Science Professional Certificate
IBM AI Engineering Professional Certificate
Python
Machine Learning
Programming
Classification
Clustering
Regression
Recommender Systems
SciKit-Learn
Scipy
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Apr 22nd 2024
Course Auditing
Coursera
IBM
Data Science
Intermediate
5-12 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Linear Regression for Business Statistics (Coursera)

Apr 22nd 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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Apr 22nd 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

Machine Learning Foundations: A Case Study Approach (Coursera)

Apr 22nd 2024
Machine Learning Foundations: A Case Study Approach (Coursera)
Course Auditing
Coursera
University of Washington
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Chinese
Italian
Vietnamese
Korean
German
Russian
English
Spanish
Machine Learning Foundations: A Case Study Approach (Coursera)
Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anything from regression and classification to deep learning and [...]
Machine Learning Specialization
Machine Learning
Python
Clustering
Classification
Regression
Data Analysis
Coursera Plus
View more details
Apr 22nd 2024
Course Auditing
Coursera
University of Washington
Data Science
Statistics & Data Analysis
Mixed
5-12 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Chinese
Italian
Vietnamese
Korean
German
Russian
English
Spanish

Machine Learning: Regression (Coursera)

Apr 22nd 2024
Machine Learning: Regression (Coursera)
Course Auditing
Coursera
University of Washington
Categories
Statistics & Data Analysis
Data Science
Effort
Mixed
5-12 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
Korean
German
Russian
English
Spanish
Machine Learning: Regression (Coursera)
Case Study - Predicting Housing Prices. In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and bathrooms,...). This is just one of the many places where regression can be applied. [...]
Machine Learning Specialization
Machine Learning
Regression
Linear Regression
Prediction
Modeling Data
Python
Algorithms
Coursera Plus
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Apr 22nd 2024
Course Auditing
Coursera
University of Washington
Statistics & Data Analysis
Data Science
Mixed
5-12 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
Korean
German
Russian
English
Spanish

Practical Machine Learning (Coursera)

Apr 22nd 2024
Practical Machine Learning (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
4 Weeks
1-4 Hours/Week
Languages
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
French
German
English
Chinese
Arabic
Vietnamese
Practical Machine Learning (Coursera)
One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will provide basic grounding in concepts such as training and [...]
Data Science Specialization
Data Science: Statistics and Machine Learning Specialization
Machine Learning
Algorithms
Data Science
Prediction
Regression
Naive Bayes
Classification Trees
R Programming
Random Forest
Coursera Plus
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Apr 22nd 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Mixed
4 Weeks
1-4 Hours/Week
42.00 EUR/month
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
French
German
English
Chinese
Arabic
Vietnamese

Regression Models (Coursera)

Apr 22nd 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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Apr 22nd 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

Regression Analysis (Coursera)

Apr 15th 2024
Regression Analysis (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Statistics & Data Analysis
Data Science
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Regression Analysis (Coursera)
The "Regression Analysis" course equips students with the fundamental concepts of one of the most important supervised learning methods, regression. Participants will explore various regression techniques and learn how to evaluate them effectively. Additionally, students will gain expertise in advanced topics, including polynomial regression, regularization techniques (Ridge, Lasso, and [...]
Data Analysis with Python Specialization
Regression Analysis
Regression
Linear Regression
SciKit-Learn
Cross Validation
Supervised Learning
Polynomial Regression
Coursera Plus
View more details
Apr 15th 2024
Course Auditing
Coursera
University of Colorado Boulder
Statistics & Data Analysis
Data Science
Intermediate
5-12 Weeks
5-10 Hours/Week
44.00 EUR/month
English
English

Data Analysis with Python Project (Coursera)

Apr 15th 2024
Data Analysis with Python Project (Coursera)
Course Auditing
Coursera
University of Colorado Boulder
Categories
Statistics & Data Analysis
Data Science
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Data Analysis with Python Project (Coursera)
The "Data Analysis Project" course empowers students to apply their knowledge and skills gained in this specialization to conduct a real-life data analysis project of their interest. Participants will explore various directions in data analysis, including supervised and unsupervised learning, regression, clustering, dimension reduction, association rules, and outlier detection. [...]
Data Analysis with Python Specialization
Data Analysis
Project Planning
Machine Learning
Unsupervised Learning
Data Mining
Supervised Learning
Python
Classification
Regression
Clustering
Association Rule Learning
Coursera Plus
View more details
Apr 15th 2024
Course Auditing
Coursera
University of Colorado Boulder
Statistics & Data Analysis
Data Science
Intermediate
5-12 Weeks
5-10 Hours/Week
44.00 EUR/month
English
English

Supervised Learning and Its Applications in Marketing (Coursera)

Apr 15th 2024
Supervised Learning and Its Applications in Marketing (Coursera)
Course Auditing
Coursera
O.P. Jindal Global University
Categories
Business
Marketing & Communication
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
English
Supervised Learning and Its Applications in Marketing (Coursera)
Welcome to the Supervised Learning and Its Applications in Marketing course! Supervised learning is the process of making an algorithm to learn to map an input to a particular output. Supervised learning algorithms can help make predictions for new unseen data. In this course, you will use the Python [...]
Machine Learning for Marketing Specialization
Supervised Learning
Marketing
Classification
Regression
Customer Lifetime Value
Machine Learning
Coursera Plus
View more details
Apr 15th 2024
Course Auditing
Coursera
O.P. Jindal Global University
Business
Marketing & Communication
Beginner
4 Weeks
5-10 Hours/Week
45.00 EUR/month
English
English