Predictive Analytics Courses and Certifications

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
• Self-Paced
• Free Trial Available

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
• Self-Paced
• Paid Course

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
• Self-Paced
• Paid Course

Career Certificate

Python Data Products for Predictive Analytics

301 ratings at Coursera

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
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

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
• Self-Paced
• Paid Course

Population Health: Predictive Analytics

25 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
• Self-Paced
• Paid Course

Coursera

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
• Self-Paced
• Paid Course

EDUCBA

Predictive Analytics: Apply, Analyze & Interpret

10 ratings at Coursera

Master predictive modeling, hypothesis testing, and regression analysis using Minitab and Excel to transform complex datasets into actionable business insights.

• Coursera
• 12 hours 37 minutes
• Self-Paced
• 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
• 1 day 23 hours 19 minutes
• Self-Paced
• Paid Course

Predictive Analytics

Discover how to transform enterprise data into actionable business intelligence using decision trees, neural networks, market basket analysis, and discriminant analysis tools.

• Coursera
• 2 days 7 hours 46 minutes
• Self-Paced
• Paid Course

Predictive Analytics and Forecasting

Master predictive analytics tools including regression, classification, clustering, and forecasting to make data-driven business decisions and uncover customer behavior patterns.

• Coursera
• 2 days 15 hours 37 minutes
• Self-Paced
• Paid Course

Using Predictive Analytics for Healthcare Safety & Quality

Explore how predictive analytics transforms healthcare safety by shifting from reactive to proactive patient management, blending caring theories with data-driven strategies to reduce falls and improve outcomes.

• Coursera
• 4 hours 14 minutes
• Self-Paced
• Paid Course

Career Certificate

Using Predictive Analytics to Improve Healthcare Outcomes

Explore how predictive analytics can enhance patient safety, improve experiences, and optimize global healthcare outcomes across a three-part specialization grounded in real research and practical models.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

EDUCBA

Predictive Analytics with SAS: Build & Deploy Models

Master predictive analytics using SAS Enterprise Miner through hands-on model building, data preparation, neural networks, decision trees, and deployment for business applications.

• Coursera
• 14 hours 31 minutes
• Self-Paced
• Paid Course

Enhancing Patient Experience with Predictive Analytics

Leverage predictive analytics to forecast patient experiences, reduce readmissions, and improve care outcomes in healthcare settings using real-world data-driven insights.

• Coursera
• 3 hours 8 minutes
• Self-Paced
• Paid Course