Predictive Analytics Courses and Certifications

Predictive Analytics

1 review

Master the tools of predictive analytics in this statistics based analytics course.

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

IE University

Predictive Analytics for Business Planning: Time-Series Forecasting

7 ratings at edX

Explore methods of estimating future business outputs based on historical data and gain a holistic view of using predictive analytics in business with IE University.

• edX
• 5 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)

Predictive Analytics

Master predictive analytics techniques using Python to transform raw data into actionable insights for business innovation, from regression methods to advanced modeling for real-world problem-solving.

• edX
• 10 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Predictive Analytics using Networked Data in R

Learn to predict labels of nodes in networks using network learning and by extracting descriptive features from the network

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

IE University

Foundations of Predictive Analytics: Regression and Classification

Learn how predictive analytics can be used to achieve business goals, drive decision-making, and develop customized strategies with IE University.

• edX
• 5 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)

IE University Microcredential

Predictive Analytics in Business

Explore data-driven forecasting techniques to enhance decision-making, strategic planning, and competitive advantage using predictive analytics in business contexts.

• edX
• 10 weeks, 2-5 hours a week
• On-Demand
• $398.00
• 2 courses

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)

Practical Predictive Analytics: Models and Methods

320 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
• Free Online Course (Audit)

Intro to Predictive Analytics Using Python

Master predictive analytics fundamentals using Python, from regression models to advanced techniques like random forests and unsupervised learning, enabling data-driven forecasting and pattern recognition.

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

Predictive Analytics Project Ideation

Master predictive analytics through hands-on project ideation, from basic ML models to advanced techniques, using design sprints to tackle real business challenges like customer churn prediction.

• Coursera
• 13 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Population Health: Predictive Analytics

24 ratings at Coursera

Learn to develop and assess accurate prediction models for healthcare decision-making, covering study design, modeling techniques, and validation methods to improve preventive measures and individualized treatments.

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

Predictive Customer Analytics

60 ratings at Udemy

Build predictive machine learning and forecasting models in Excel to build customer decision and customer behavior

• Udemy
• 3 hours 29 minutes
• On-Demand
• Paid Course

Predictive Analytics for Business with H2O in R

53 ratings at Coursera

Automate machine learning for business predictions using H2O in R. Learn to apply AutoML techniques, interpret results, and solve real-world problems with data-driven insights.

• Coursera
• 1 hour 45 minutes
• On-Demand
• Paid Course

Predictive Analytics

Gain insights into predictive analytics with Python, learning to build models, diagnose performance issues, leverage advanced techniques like neural networks, and integrate data-driven insights into decision-making for digital transformation.

• Coursera
• 2 days 19 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Python Data Products for Predictive Analytics

Master Python for predictive analytics: Create data strategies, develop statistical models, and deploy machine learning models to make accurate predictions for business and research purposes.

• Coursera
• 22 weeks, 2 hours a week
• On-Demand
• Paid Course
• 4 courses