Predictive Modeling Courses and Certifications

University of London

Data Science Project Capstone: Predicting Bicycle Rental

Dive into predictive modeling with linear regression to forecast bicycle rental demand, analyzing weather patterns and temporal factors while mastering data acquisition and correlation techniques.

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

Regression Modeling Fundamentals

52 ratings at 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.

• Coursera
• 11 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

Prepare for DP-100: Data Science on Microsoft Azure Exam

50 ratings at Coursera

Prepárate para el examen DP-100 de Azure Data Scientist Associate, repasando la creación de entornos de trabajo, experimentos de datos, modelos predictivos y su despliegue en producción. Incluye examen de práctica.

• Coursera
• 9 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning with Apache Spark 3.0 using Scala

48 ratings at Udemy

Machine Learning with Apache Spark 3.0 using Scala with Examples and 4 Projects

• Udemy
• 8 hours 20 minutes
• On-Demand
• Paid Course

Introduction to Regression with statsmodels in Python

40 ratings at DataCamp

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis with statsmodels in Python.

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

Introduction to Regression in R

29 ratings at DataCamp

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis in R.

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

Advanced Neural Networks in R - A Practical Approach

27 ratings at Udemy

Boost your data science skills - learn to build and train complex neural network using the R program

• Udemy
• 3 hours 11 minutes
• On-Demand
• Paid Course

Machine Learning with caret in R

17 ratings at DataCamp

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

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

Using SAS Viya REST APIs with Python and R

15 ratings at Coursera

Learn to leverage SAS Viya's powerful analytics capabilities using Python and R APIs. Develop machine learning, deep learning, and other advanced models for various data types and complex problems.

• Coursera
• 17 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Supervised Learning in R: Regression

13 ratings at DataCamp

In this course you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.

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

Bayesian Regression Modeling with rstanarm

11 ratings at DataCamp

Learn how to leverage Bayesian estimation methods to make better inferences about linear regression models.

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

Always wanted to compete in a Kaggle competition but not sure you have the right skill set? In this course, you'll learn to predict survival rate for Kaggle's Titanic competition.

• DataCamp
• On-Demand
• Free Trial Available

Microcredential

Google Advanced Data Analytics

Expand your data analytics skills with hands-on projects using Jupyter Notebook, Python, and Tableau. Prepare for senior roles through advanced topics like machine learning and predictive modeling.

• Coursera
• On-Demand
• Paid Course
• 7 courses

Microcredential

IBM Data Science

Develop in-demand data science skills, from databases to machine learning, using Python and essential tools. Build a project portfolio and prepare for a high-growth career in data analysis and insights.

• Coursera
• On-Demand
• Paid Course
• 12 courses

Coursera Instructor Network

Data Science for Professionals

Learn to leverage data science techniques for informed decision-making and valuable insights. Covers data wrangling, statistical analysis, visualization, and predictive modeling using Python and machine learning algorithms.

• Coursera
• 1 hour 38 minutes
• On-Demand
• Paid Course