10 Best Predictive Analytics Courses & Certification

With our Predictive Analytics Courses, you can harness the power of data and learn to forecast trends and make data-driven decisions.

Key Takeaways

• Learn all about statistical methods and machine learning techniques.
• Know how to apply predictive models to real-world business problems.
• Certificates are available to validate your skills.

What will I learn in predictive analytics courses?

You will learn to use data, statistical algorithms, and machine learning techniques to predict future outcomes that are based on historical data.

• • Predictive Analytics and Data Mining
  • Predictive Analytics using Machine Learning
  • Introduction to Predictive Modeling
  • Predictive Analytics for Business – with Case Studies
  • Design Thinking and Predictive Analytics for Data Products
  • Meaningful Predictive Modeling
  • Logistic Regression using SAS – Indepth Predictive Modeling
  • Population Health: Predictive Analytics
  • Predictive Analytics Final Project
  • Introduction to Predictive Data Analytics

Predictive Analytics Courses Evaluation & Selection Criteria

We chose each course for its thorough analytical curriculum and real-world applications taught by experts allowing you to succeed in this field.

Best Predictive Analytics Courses and Certification

Predictive Analytics and Data Mining

• • • University of Illinois via Coursera
    • 9,813+ already enrolled!
    • ★★★★☆ (123 Ratings)

Predictive analytics are hired by companies to find patterns in data so that risks and opportunities are identified. This course gives a brief detail to its learners about the science of business analytics.

• The learners will learn to detect the ideal analytic tool according to their requirements. They will also explore reliable ways to gather, analyze and visualize data, thereby utilizing it in taking important decisions for their clients and organization.
• By the end of this course, the learners shall have gained some skills in predictive analytics, geodemographic segmentation, and validated learning.

More Predictive Analytics Courses and Certification

Predictive Analytics using Machine Learning

• • • University of Edinburgh via edX
    • Study Type: Self-paced
    • 6 weeks (8-10 hours / week) of effort required!

Learn to build predictive models with the help of machine learning through this course.

• This course “Predictive Analytics using Machine learning” will give its learners an overview of approaches based on machine learning to perform predictive modeling.
• In this course, the learners shall explore the differences between machine learning and some statistical models and apply them to real-world business scenarios.
• The best thing about this course is that it includes some models like tree-based techniques, support vector machines, and neural networks. All these models are influential in forming the base of leading analytical tools.

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Introduction to Predictive Modeling

• • • University of Minnesota via Coursera
    • 2,775+ already enrolled!
    • ★★★★★ (37 Ratings)

This course will give you all the details about the concepts, processes, and uses of predictive modeling with the main emphasis on linear regression and time series models.

• The best thing about this introductory course is that it provides a blend of conceptual and hands-on learning.
• By the end of this course, you shall have sound knowledge of predictive analytics, data preparation, linear regression, and time-series forecasting models.
• This course is for anyone or everyone who wants to learn about predictive modeling.

Predictive Analytics for Business – with Case Studies

• • • John Phillips via Udemy
    • 272+ already enrolled!
    • ★★★★☆ (72 Ratings)

Do you wish to create some significant business insights by using Predictive Analytics? If yes, then this course ”Predictive Analytics for Business” is just for you.

• In this course, you will learn predictive analytics along with its various uses in business.
• What makes this course our ideal choice is the fact that this course allows its learners to create some actionable business value by solving two case studies.
• This course is mainly designed for business professionals and others who want to learn to apply predictive analytic skills in a business setting.

Design Thinking and Predictive Analytics for Data Products

• • • UCSanDiego via Coursera
    • 8,093+ already enrolled!
    • ★★★★★ (61 Ratings)

This course is a part of the “Python data products for predictive Analytics” Specialization.

• In this course, you will get to learn the vital concepts of statistical learning and different methods of creating predictive models. You will also learn about regression, gradient descent, and supervised learning.
• The best thing about this course is that you will get hands-on experience in data manipulation.

Meaningful Predictive Modeling

• • • UCSanDiego via Coursera
    • 5,397+ already enrolled!
    • ★★★★☆ (46 Ratings)

This course ”Meaningful Predictive Modeling”  is all about evaluating and comparing different models that are used in predictive analytics.

• In this course, you will understand the concepts of simple error measures. You will also evaluate the performance of regressors and comprehend the differences between training and testing performance.
• By the end of this course, you will be well acquainted with the diagnostic techniques which are used in the evaluation and comparison of classifiers.

Logistic Regression using SAS – Indepth Predictive Modeling

• • • Gopal Prasad Malakar via Udemy
    • 6,160+ already enrolled!
    • ★★★★★ (1,076 Ratings)

This course is mainly about credit scoring and logistic regression model building with the help of SAS.

• In this course, you will learn and understand model development and the science behind it.
• The best thing about this course is its clarity that gives crystal clear understanding to its learners thereby enabling them to clear their interviews confidently.
• This course is mainly intended for students, statisticians, and analytics professionals, who are eager to get in-depth details about predictive modeling.

Population Health: Predictive Analytics

• • • Leiden University via Coursera
    • 3,128+ already enrolled!
    • ★★★★★ (19 Ratings)

In this course, you will be taught in detail how accurate prediction tools can be made. The instructor will explain in detail how you can assess their validity.

• The best thing about this course is its focus on discussing the role of predictive analytics for prevention, diagnosis, and effectiveness.
• This course is for all those individuals out there who are interested in understanding the key concepts in prediction modeling.

Predictive Analytics Final Project

• • • University of Edinburgh via edX
    • Study Type: Self-paced
    • 6 weeks (8-10 hours / week) of effort required!

This “Predictive Analytics Final Project” will let you apply your predictive modeling acumen in a business case study. Here you will get to apply the methods and tools that address the common practical issues faced by data analysts.

• The best thing about this course is its focus on explaining how to build intelligence to assist with decision-making. You will also get to understand a range of techniques for extracting hidden information.
• This course is for those who wish to understand the most effective methodologies through hands-on experience.

Introduction to Predictive Data Analytics

• • • Andreas Munzel via Udemy
    • 137+ already enrolled!
    • ★★★★★ (23 Ratings)

This course ”Introduction to Predictive Data Analytics” will help its learners in creating business value by connecting historical data to the future.

• The learners shall get to know the art and science of predictive analytics. They will also get to learn the core principles of predictive customer analytics.
• What makes this course our ideal choice is the fact that it allows learners to apply predictive analytics to business administration and management.
• This course is for all students, professionals, or even domain experts who wish to develop an overall understanding of predictive data analytics.

Final Thoughts

This was all about the 10 best predictive analytics courses. Now take out some time and give this list a thorough reading and start enhancing your skills in predictive analytics. We wish you good luck with your learning experience.