Predictive Modelling Courses and Certifications

Predictive Modeling, Model Fitting, and Regression Analysis

61 ratings at Coursera

Explore predictive modeling techniques, including supervised and unsupervised approaches, model fitting, and regression analysis. Develop skills in data classification, decision trees, and linear regression through hands-on activities.

• Coursera
• 4 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

Meaningful Predictive Modeling

48 ratings at Coursera

Evaluate and compare predictive models using diagnostic techniques and performance measures. Learn to implement training/validation/test pipelines for robust model generalization.

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

Predictive Modeling and Analytics

597 ratings at Coursera

Gain insights through data analysis, visualization, and predictive modeling techniques. Learn to use XLMiner for regression, classification, decision trees, and neural networks in business contexts.

• Coursera
• 10 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Predictive Modeling

122 ratings at Coursera

Learn predictive modeling with linear regression and time series forecasting using Excel. Gain practical skills in data preparation, model fitting, interpretation, and forecasting for real-world decision-making.

• Coursera
• 12 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Predictive Modeling and Transforming Clinical Practice

This course teaches you the fundamentals of transforming clinical practice using predictive models. This course examines specific challenges and methods of clinical implementation, that clinical data scientists must be aware of when developing their pred…

• Coursera
• 11 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Predictive Modeling with Python

74 ratings at Udemy

Think with a predictive mindset and understand well the basics of the techniques used in prediction with this course

• Udemy
• 9 hours 26 minutes
• On-Demand
• Paid Course

Introduction to Predictive Modelling in Business

Explore the core concepts of predictive modelling and the steps of the CRISP-DM process.

• FutureLearn
• 2 weeks, 3 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Predictive Modelling in Business and Economics

Discover optimal predictive models to help you solve common business problems and make better day-to-day business decisions.

• FutureLearn
• 6 weeks, 10 hours a week
• On-Demand
• Paid Course

Predictive Modeling Fundamentals I

Learn predictive modeling fundamentals, including CRISP-DM methodology, common techniques, and hands-on practice with IBM SPSS Modeler to solve real-world data challenges.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Advanced Predictive Modelling in R Certification Training

Master R for data science with advanced analytics, regression, forecasting, and churn analysis. Gain expertise in imputation, dimensionality reduction, and survival analysis techniques.

• Edureka
• On-Demand
• Paid Course

Bryan Cafferky

Understanding Predictive Modeling with R

Learn to create predictive models using R, covering key concepts, training techniques, and practical demonstrations. Gain insights into model selection and explore various applications in data analysis.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Perform Predictive Modeling with MATLAB

In this course, you'll run through everything involved while working on a machine learning problem with MATLAB - from data cleaning to model training, which will elevate your understanding of one of the most popular career choices!

• Pluralsight
• 1 hour 12 minutes
• On-Demand
• Free Trial Available

Practical Predictive Analytics: Models and Methods

319 ratings at Coursera

Explore statistical experiment design, analytics, and machine learning methods. Learn to design experiments, analyze results, and apply classification and unsupervised learning techniques to solve real-world problems.

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

MINITAB - Predictive Modeling and Time Series Analysis

34 ratings at Udemy

The main aim of this course is to learn how to use Minitab on real forecasting and time series analysis

• Udemy
• 2 hours 28 minutes
• On-Demand
• Paid Course

Successfully Evaluating Predictive Modelling

1 review

Gain an in-depth understanding of evaluation and sampling approaches for effective predictive modelling using Python.

• edX
• 6 weeks, 8-10 hours a week
• Finished
• Free Online Course (Audit)