Predictive Modeling Courses and Certifications

NPTEL;  IIT Roorkee

Supply Chain Analytics

24 reviews

Learn to optimize supply chains using analytics, forecasting, inventory management, network design, and decision-making under uncertainty. Gain practical skills for strategic planning and operational efficiency.

• YouTube
• 22 hours
• On-Demand
• Free Video

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 with Logistic Regression using SAS

63 ratings at Coursera

Develop predictive models using logistic regression in SAS. Learn variable selection, data preparation, model assessment, and handling missing values for effective analysis of large datasets.

• Coursera
• 16 hours 39 minutes
• On-Demand
• Paid Course

Edureka

Predictive Modeling with Python

Master statistical analysis and machine learning in Python through hands-on practice with real-world data, from probability distributions to predictive modeling and model optimization.

• Coursera
• 16 hours 45 minutes
• On-Demand
• Paid Course

EDUCBA

Linear Regression & Predictive Modeling with SPSS

Master linear regression and predictive modeling using SPSS through hands-on applications in engineering, energy, and finance for data-driven decision-making.

• Coursera
• 7 hours 53 minutes
• On-Demand
• Paid Course

EDUCBA

Analyze Data Using R for Statistical and Predictive Modeling

Master R programming for statistical analysis and predictive modeling with hands-on experience in data manipulation, visualization, and real-world business applications.

• Coursera
• 8 hours 6 minutes
• On-Demand
• Paid Course

Coursera Microcredential

Statistical Inference & Predictive Modeling Foundations

Master statistical inference and predictive modeling through A/B testing, regression, neural networks, and ensemble methods to drive data-driven business decisions.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 8 courses

Coursera

Statistical and Predictive Modeling for Finance

Master statistical modeling and predictive analytics for finance through regression analysis, A/B testing, and supervised learning to evaluate portfolio performance and predict credit risk.

• Coursera
• 9 hours 52 minutes
• On-Demand
• Paid Course

Machine Learning and AI Foundations: Predictive Modeling Strategy at Scale

361 ratings at LinkedIn Learning

Scalability is one of the biggest challenges in data science. Learn how to evaluate data, choose the right algorithms, and perform predictive modeling at scale.

• LinkedIn Learning
• 1 hour 3 minutes
• On-Demand
• Free Trial Available

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

Data Science Foundations: Data Assessment for Predictive Modeling

105 ratings at LinkedIn Learning

Explore the data understanding phase of the CRISP-DM methodology for predictive modeling. Find out how to collect, describe, explore, and verify data.

• LinkedIn Learning
• 4 hours 3 minutes
• On-Demand
• Free Trial Available