Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.

Skills you'll gain: Exploratory Data Analysis, Data Preprocessing, Data Analysis, Artificial Intelligence, Predictive Modeling, Data Science, Data Manipulation, Jupyter, Feature Engineering, Machine Learning, Data Visualization, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Text Mining
Advanced · Course · 1 - 4 Weeks

Beginner · Course · 3 - 6 Months

Northwestern University
Skills you'll gain: Control Systems, Robotics, Simulation and Simulation Software, Automation Engineering, Program Development, Mathematical Software, Mathematical Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Video Game Development, 3D Assets, Virtual Environment, Simulation and Simulation Software, Animations, 3D Modeling, Visualization (Computer Graphics), Simulations, Computer Graphics, Data Pipelines, Scripting, Debugging
Beginner · Specialization · 3 - 6 Months

Alberta Machine Intelligence Institute
Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, AI Workflows, ChatGPT, Responsible AI, Model Deployment, Model Evaluation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SAS (Software), Statistical Modeling, Statistical Programming, Regression Analysis, Statistical Analysis, Model Evaluation, Statistical Methods, Probability Distribution, Data Manipulation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Animation and Game Design, Animations, Computer Graphics, Video Game Development, Image Quality, Data Import/Export
Intermediate · Course · 3 - 6 Months

Google Cloud
Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Algebra, Applied Mathematics, Graphing, Mathematical Modeling, Advanced Mathematics, Calculus, Data Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Autoencoders, Recurrent Neural Networks (RNNs), Classification Algorithms, Model Evaluation, Data Preprocessing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Statistical Modeling, Microsoft Azure, Statistical Methods, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, MLOps (Machine Learning Operations), Azure Synapse Analytics, Cloud Computing, Data Preprocessing, Data Management, Model Deployment, Model Evaluation, Development Environment
Intermediate · Course · 1 - 4 Weeks