Regression Models Courses and Certifications

Artificial Neural Networks (ANN) with Keras in Python and R

998 ratings at Udemy

Understand Deep Learning and build Neural Networks using TensorFlow 2.0 and Keras in Python and R

• Udemy
• 8 hours 36 minutes
• On-Demand
• Paid Course

Google Advanced Data Analytics Capstone

784 ratings at Coursera

Develop data-driven insights for a business problem using advanced analytics techniques, culminating in a capstone project that showcases your comprehensive skills in data science.

• Coursera
• 9 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Learn Machine Learning 101 Class Bootcamp Course NYC

525 ratings at Udemy

Machine Learning 101 Class Bootcamp Course Intro to AI

• Udemy
• 1 hour 23 minutes
• On-Demand
• Free Online Course

Machine Learning in R & Predictive Models | 3 Courses in 1

149 ratings at Udemy

Supervised & unsupervised machine learning in R, clustering in R, predictive models in R by many labs, understand theory

• Udemy
• 7 hours 36 minutes
• On-Demand
• Paid Course

Howard University

Building Regression Models with Linear Algebra

Learn to build and apply regression models using linear algebra, including least squares method and Python implementation. Gain practical skills for real-world data analysis and prediction.

• Coursera
• 6 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

CertNexus

Train Machine Learning Models

Aprende conceptos básicos de machine learning, prueba hipótesis, y entrena, ajusta y evalúa modelos para clasificación, regresión y clustering. Requiere conocimientos en tecnología informática y programación.

• Coursera
• 1 day 4 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Fractal Analytics

Foundations of Machine Learning

Demystify machine learning fundamentals, build models, analyze data, and apply strategies to real-world scenarios. Gain practical skills for data-driven decision-making and problem-solving.

• Coursera
• 1 day 1 hour 15 minutes
• On-Demand
• Free Online Course (Audit)

Connect the Dots: Factor Analysis

84 ratings at Udemy

Factor extraction using PCA in Excel, R and Python

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

CertNexus

Build Regression, Classification, and Clustering Models

14 ratings at Coursera

Learn to build regression, classification, and clustering models using various algorithms. Gain hands-on experience in model selection, evaluation, and tuning for supervised and unsupervised learning tasks.

• Coursera
• 20 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

1 review

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

• Microsoft Learn
• 5 hours 18 minutes
• On-Demand
• Free Online Course

Model Validation in Python

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

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

STAT 509: Design and Analysis of Clinical Trials

Comprehensive survey of statistical methods for clinical trials, covering design, analysis, and ethical considerations. Emphasizes practical application using SAS software.

• OPEN.ED@PSU
• On-Demand
• Free Online Course

STAT 503: Design of Experiments

Learn to design effective experiments, from basic principles to advanced techniques like factorial designs and response surface methodologies. Gain practical skills in statistical software for data analysis and project completion.

• OPEN.ED@PSU
• On-Demand
• Free Online Course

Practicing Statistics Interview Questions in Python

Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.

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

Practicing Statistics Interview Questions in R

In this course, you'll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

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