Linear Models Courses and Certifications

NY Regents Exam - Algebra I: Test Prep & Practice

Comprehensive preparation for NY Regents Algebra I exam, covering key concepts through engaging lessons and assessments to ensure mastery of essential algebraic skills and exam readiness.

• Study.com
• 12 hours
• On-Demand
• Paid Course

Introduction to Linear Models and Matrix Algebra

12 reviews

Learn to use R programming to apply linear models to analyze data in life sciences.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Case Studies in Functional Genomics

Perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Analysis for Life Sciences

Comprehensive R programming series for life sciences data analysis, covering statistics, linear models, high-throughput experiments, and high-dimensional data techniques to drive biomedical research and discoveries.

• edX
• 16 weeks, 2-4 hours a week
• On-Demand
• $876.00
• 4 courses

Fundamentals of Quantitative Modeling

5 reviews

Aprenda a criar modelos quantitativos para análise de dados empresariais, incluindo modelos lineares, probabilísticos e de regressão. Domine técnicas essenciais para previsão, otimização e tomada de decisões baseadas em dados.

• Coursera
• 7 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Feedback Control from Pixels

1 review

Explore feedback control using cameras, bridging control theory and machine learning. Learn about challenges, recent advances, and potential applications in robotics and AI.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Introduction to R and Geographic Information Systems (GIS)

Learn R programming and GIS fundamentals, covering data structures, linear models, spatial analysis, and map visualization using ggplot2. Gain practical skills for statistical computing and geographic data manipulation.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Machine Learning Foundations for Product Managers

472 ratings at Coursera

Build foundational understanding of machine learning, including model development, evaluation, and common algorithms. Gain hands-on experience training and optimizing a model for a real-world problem.

• Coursera
• 14 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Supervised Text Classification for Marketing Analytics

14 ratings at Coursera

Learn to use supervised deep learning for text classification in marketing analytics, covering machine learning workflows, neural networks, and practical implementation using Google Colab and Python.

• Coursera
• 12 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

H2O.ai

Practical Machine Learning on H2O

74 ratings at Coursera

Learn core machine learning techniques using H2O, including linear models, random forests, GBMs, and deep learning. Evaluate and choose optimal models for your data and business constraints.

• Coursera
• 1 day 6 minutes
• On-Demand
• Free Online Course (Audit)

Demand Analytics

284 ratings at Coursera

Improve forecasting accuracy and stimulate demand through data analytics. Learn to build prediction models, identify demand drivers, and quantify their impact using real-world examples from a cookware manufacturer.

• Coursera
• 14 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Multiple and Logistic Regression in R

In this course you'll learn to add multiple variables to linear models and to use logistic regression for classification.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning for Finance in Python

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Differential Expression Analysis with limma in R

Learn to use the Bioconductor package limma for differential gene expression analysis.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Case Study: Exploratory Data Analysis in R

15 ratings at DataCamp

Use data manipulation and visualization skills to explore the historical voting of the United Nations General Assembly.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available