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Predictive Modeling

Predictive Modeling Courses Online

Master predictive modeling for forecasting and decision-making. Learn to build and validate models using statistical techniques and machine learning.

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Explore the Predictive Modeling Course Catalog

Status: Free Trial
Stanford University
Probabilistic Graphical Models 2: Inference
Skills you'll gain: Bayesian Network, Statistical Inference, Markov Model, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Machine Learning Algorithms, Computational Thinking
4.6
Rating, 4.6 out of 5 stars
488 reviews
Advanced · Course · 1 - 3 Months
Coursera Project Network
ML Parameters Optimization: GridSearch, Bayesian, Random
Skills you'll gain: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Machine Learning, Bayesian Statistics, Data Analysis
4.9
Rating, 4.9 out of 5 stars
8 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Microsoft
Scenario and Root Cause Analysis with Generative AI
Skills you'll gain: Responsible AI, Risk Analysis, Risk Management, Generative AI, Root Cause Analysis, Data-Driven Decision-Making, Analysis, Strategic Decision-Making, Scenario Testing, Strategic Thinking, Data Analysis, Data Ethics, Strategic Planning, Artificial Intelligence
4.8
Rating, 4.8 out of 5 stars
12 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Optimize TensorFlow Models For Deployment with TensorRT
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Deep Learning, Performance Tuning, Machine Learning Methods, Python Programming
4.5
Rating, 4.5 out of 5 stars
76 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
Coursera Instructor Network
AI for Business: Generation & Prediction
Skills you'll gain: Responsible AI, Generative AI, Artificial Intelligence, Financial Forecasting, Analytical Skills, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Digital Transformation, Data-Driven Decision-Making, Innovation, Content Creation
4.5
Rating, 4.5 out of 5 stars
102 reviews
Beginner · Course · 1 - 4 Weeks

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In summary, here are 5 of our most popular predictive modeling courses

Probabilistic Graphical Models 2: Inference: Stanford University
ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera Project Network
Scenario and Root Cause Analysis with Generative AI: Microsoft
Optimize TensorFlow Models For Deployment with TensorRT: Coursera Project Network
AI for Business: Generation & Prediction: Coursera Instructor Network