Predictive Analytics Courses and Certifications

Oxford College of Marketing

Harnessing Predictive Analytics - Enhancing Marketing Strategies with Data-Driven Insights

Discover how predictive analytics transforms marketing through AI-driven targeting, customer engagement strategies, and data-leveraged campaign optimization techniques.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Introduction to Predictive Analytics in Python

239 ratings at DataCamp

In this course, you will learn how to build a logistic regression model with meaningful variables.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Mastering Data Analysis in Excel

27 ratings

Build predictive models in Excel: score credit card applicants with binary classification and AUC, quantify uncertainty with entropy, and forecast with linear regression and confidence intervals.

• Coursera
• 7 weeks, 3 hours a week
• Self-Paced
• Paid Course

Level 3 Intelligence Analyst Certification

1794 ratings at Udemy

Think in probabilities to forecast: build probability trees, utility trees and matrices, and apply Bayes' theorem in Excel to make specific intelligence predictions.

• Udemy
• 2 hours 8 minutes
• Self-Paced
• Paid Course

Coursera

Forecast Business Metrics: Uncover Value Drivers

Build and tune regression and gradient-boosted models in Python to forecast metrics like next-quarter EBITDA, then use SHAP and feature importance to explain the drivers.

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

Design Thinking and Predictive Analytics for Data Products

126 ratings at Coursera

Build predictive models in Python: fit regressions, clean and analyze features in Jupyter notebooks, classify with KNN, logistic regression and SVMs, and implement gradient descent.

• Coursera
• 5 weeks, 2 hours a week
• Self-Paced
• Paid Course

Coursera Career Certificate

Forecasting and Predictive Analytics Methods Pack

73 ratings at Coursera

Build and stress-test forecasting models: Excel forecasting functions, scenario analysis, Monte Carlo simulation, ETS and ARIMA in Python, Power BI forecasts, and GenAI-assisted planning.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 8 courses

Coursera

Predictive Analytics for Business with H2O in R

53 ratings at Coursera

Apply H2O's AutoML in R to predict bank telemarketing success, automatically training and tuning many models for a business prediction problem.

• Coursera
• 1 hour 45 minutes
• Self-Paced
• Paid Course

EDUCBA

AI & Predictive Analytics with Python

19 ratings at Coursera

Build predictive models and AI solutions in Python: ensemble methods, clustering with Gaussian Mixture Models, SVM and Naive Bayes classification, logic programming, and NLTK-based NLP pipelines.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

EDUCBA

Predictive Analytics with SPSS: Analyze & Apply

15 ratings at Coursera

Import and manage data in SPSS, then run correlations and build linear, multiple, logistic, and multinomial regression models on health, energy, and finance case studies.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

Coursera

GenAI for Financial Analysts: Essential Predictive Analytics

Apply generative AI to financial work: build predictive models on real financial data, forecast market trends, automate reporting, assess risk, and optimize portfolios.

• Coursera
• 3 hours 7 minutes
• Self-Paced
• Paid Course

MathWorks

Predicting Failures with Machine Learning

Advance your engineering career with predictive maintenance solutions. Acquire AI expertise to anticipate equipment failures, minimize downtime, and boost operational efficiency.

• edX
• 4 weeks, 2-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Using Predictive Analytics for Healthcare Safety & Quality

Move healthcare from reactive to proactive: apply predictive analytics, caring theory, and machine learning to reduce patient falls and strengthen safety outcomes.

• Coursera
• 6 weeks, 1 hour a week
• Self-Paced
• Paid Course

Career Certificate

Using Predictive Analytics to Improve Healthcare Outcomes

Apply predictive analytics in healthcare: reduce patient falls with the Profile of Caring framework, forecast patient experience, shorten stays, and model heart failure readmission risk.

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

EDUCBA

Predictive Analytics Model for Term Deposit Investment

Build CART decision tree models that predict term deposit investment decisions: prepare data, apply node splitting, tune parameters, prune, and validate performance on unseen data.

• Coursera
• 3 hours 15 minutes
• Self-Paced
• Paid Course