Predictive Modelling Courses and Certifications

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

Predictive Modelling with Applications: Supervised and Unsupervised Learning

Master predictive modeling techniques including PCA, clustering, regression analysis, and logistic regression using R for improved data-driven decision making.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Predictive Modeling and Analytics

605 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 53 minutes
• On-Demand
• Paid Course

Predictive Modeling, Model Fitting, and Regression Analysis

74 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
• Paid Course

Meaningful Predictive Modeling

49 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
• Paid Course

Introduction to Predictive Modeling

143 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
• Paid Course

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
• Paid Course

Predictive Modeling with Python

86 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

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

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

Practical Predictive Analytics: Models and Methods

323 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
• 7 hours 33 minutes
• On-Demand
• Paid Course

statistics.com

Predictive Analytics: Basic Modeling Techniques

1 review

Explore key predictive analytics techniques including regression, decision trees, ensembles, and neural networks. Gain hands-on experience in model fitting, performance evaluation, and practical application of machine learning methods.

• edX
• 4 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

Minitab for Time Series Analysis and Forecasting

36 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

NPTEL-NOC IITM

Predictive Modelling

Explore predictive modeling techniques and applications for data-driven decision-making and forecasting in various domains.

• YouTube
• 24 minutes
• On-Demand
• Free Video

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)