Predictive Analytics Courses and Certifications

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)

Predictive Analytics Using Apache Spark MLlib on Databricks

10 ratings at Pluralsight

This course will teach you to understand and implement important techniques for predictive analytics such as regression and classification using Apache Spark MLlib APIs on Databricks.

• Pluralsight
• 1 hour 58 minutes
• On-Demand
• Free Trial Available

Using Predictive Analytics to Improve the Customer Journey

13 ratings at Pluralsight

This entry-level class offers something for designers and business leaders who want to apply Big Data to solve real-world problems, and for data wizards who want to understand the practical applications for their abstract algorithms and insights.

• Pluralsight
• 2 hours 51 minutes
• On-Demand
• Free Trial Available

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)

Chennai Mathematical Institute;  NPTEL

Predictive Analytics - Regression and Classification

Explore statistical predictive models for data science, covering regression, classification, and advanced techniques. Gain practical skills in model construction, implementation, and analysis using various programming languages.

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

Open Data Science

Modeling in the Healthcare Industry - A Collaborative Approach

Explore healthcare predictive analytics with Evariant and DataRobot. Learn about propensity models, evolving solutions, and best practices for targeted marketing in medical campaigns.

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

Open Data Science

Industrial Artificial Intelligence - From Automated Process to Cognitive Analytics

Explore how AI revolutionizes industries through automated processes, cognitive analytics, and predictive maintenance, reshaping manufacturing, supply chains, and decision-making while addressing challenges and opportunities.

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

Data Science Dojo

Crash Course in Predictive Analytics

Learn to leverage predictive analytics for proactive decision-making in a volatile world. Explore techniques to transform data into actionable insights, optimize operations, and gain a competitive edge.

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

Microcredential

Advance Your Skills in Predictive Analytics

Master predictive analytics techniques using machine learning, cloud platforms, and data mining. Apply skills in financial forecasting, pricing analysis, and business decision-making.

• LinkedIn Learning
• On-Demand
• Free Trial Available
• 9 courses

Predictive Customer Analytics

Learn about the customer life cycle and how predictive analytics can improve the customer journey. Explore using predictive analytics to identify, attract, and retain customers.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Predictive Analytics in Commerce

Gain insights into predictive modeling for commerce, learning to apply cross-selling, personalized offers, and churn prevention techniques to boost customer satisfaction and company performance.

• iversity
• 5 weeks, 3-4 hours a week
• On-Demand
• Free Online Course

Advance Your Skills in Predictive Analytics

Master predictive analytics techniques, from machine learning to financial forecasting, using tools like AWS and Google Cloud Platform to enhance your data science skills.

• LinkedIn Learning
• 11 hours
• On-Demand
• Free Trial Available

Android Developers

Predicting Lifetime Value in the Apps World

Explore predictive analytics and lifetime value models in apps. Learn tactics to maximize user segments, upgrade behaviors, and minimize churn across various business models.

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

Great Learning

Financial Analytics with Python - Financial Data Analysis Using Python

Learn to apply Python for financial risk modeling, including market and credit risk analysis, fraud detection, and predictive analytics in banking and financial institutions.

• YouTube
• 1 hour
• On-Demand
• Free Video

Alan Turing Institute

Modelling and Predicting Climate Change

Explore innovative methods for monitoring and predicting climate change, from Antarctic sea ice to forest ecosystems, with leading environmental scientists using AI and data science.

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