Predictive Modeling Courses and Certifications

Analyzing Election and Polling Data in R

Learn R for data science by wrangling, visualizing, and modeling political data like polls and election results.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Supervised Machine Learning: Regression

620 ratings at Coursera

Explore supervised machine learning regression techniques, from linear models to regularization methods, with hands-on practice in error metrics, data splitting, and model selection for continuous outcome prediction.

• Coursera
• 20 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Artificial Neural Networks for Business Managers in R Studio

531 ratings at Udemy

You do not need coding or advanced mathematics background for this course. Understand how predictive ANN models work

• Udemy
• 7 hours 42 minutes
• On-Demand
• Paid Course

Six Sigma Black Belt Level Regression Analysis

523 ratings at Udemy

Get ready for ASQ & IASSC Six Sigma Black Belt Certification BoK Topic | Get a Primer on Predictive Modeling

• Udemy
• 2 hours 16 minutes
• On-Demand
• Free Online Course

Become a Python Data Analyst

502 ratings at Udemy

Take your data analytics and predictive modeling skills to the next level using the popular tools and libraries in Pytho

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Survival Analysis in Python

Use survival analysis to work with time-to-event data and predict survival time.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Introduction to TensorFlow in R

Learn how to use TensorFlow, a state-of-the-art machine learning framework that specializes in the ability to develop deep learning neural networks.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Data Science Real-World Case Studies - Hands On Python

425 ratings at Udemy

Build Data science Real world Projects in AI, ML , NLP and Time Series domain & get a job of Data Scientist/ML Engineer

• Udemy
• 10 hours 21 minutes
• On-Demand
• Paid Course

The Nuts and Bolts of Machine Learning

410 ratings at Coursera

Explore machine learning algorithms, from supervised to unsupervised techniques. Learn to apply models like Naive Bayes, decision trees, and K-means clustering to solve complex data problems and make predictions.

• Coursera
• 1 day 12 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Supervised Machine Learning: Classification

361 ratings at Coursera

Learn to train and evaluate classification models, including logistic regression, decision trees, and ensembles. Gain hands-on experience with best practices like handling unbalanced classes and using various error metrics.

• Coursera
• 1 day 58 minutes
• On-Demand
• Free Online Course (Audit)

Artificial Intelligence Algorithms Models and Limitations

359 ratings at Coursera

Explore AI algorithms' rise, from basic to autonomous, and learn to make them ethically sound. Discover limitations, improve accuracy, and understand societal implications of predictive intelligence.

• Coursera
• 7 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Statistics & Excel

327 ratings at Udemy

Unlock the Power of Statistical Analysis and Excel in Data-Driven Decision-Making for Various Fields

• Udemy
• 2 days 15 hours 36 minutes
• On-Demand
• Paid Course

Statistics with SAS

292 ratings at Coursera

This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.

• Coursera
• 20 hours 14 minutes
• On-Demand
• Free Online Course (Audit)

Applied Machine Learning in R

274 ratings at Udemy

Get the essential machine learning skills and use them in real life situations

• Udemy
• 8 hours 11 minutes
• On-Demand
• Paid Course

Machine Learning in GIS : Understand the Theory and Practice

263 ratings at Udemy

Apply machine learning in Geographic information systems and Remote Sensing in QGIS and Google Earth Engine

• Udemy
• 5 hours 57 minutes
• On-Demand
• Paid Course