Predictive Analytics Courses and Certifications

Tableau;  Alteryx Microcredential

Predictive Analytics for Business

293 ratings at Udacity

Develop advanced analytics skills using Alteryx and Tableau to solve real-world business problems, prepare for Business Analyst roles, and make data-driven decisions.

• Udacity
• 52 hours
• On-Demand
• Paid Course

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

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

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
• Paid Course

Microcredential

Python Data Products for Predictive Analytics

253 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 a week
• On-Demand
• 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
• On-Demand
• Paid Course

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)

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
• On-Demand
• Paid Course

Predictive Customer Analytics

106 ratings at Udemy

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

• Udemy
• 3 hours 31 minutes
• On-Demand
• Paid Course

IE University

Foundations of Predictive Analytics: Regression and Classification

1 review

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)

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)

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
• On-Demand
• Paid Course

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

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
• On-Demand
• Paid Course

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)