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.

Arizona State University
Skills you'll gain: Manufacturing Processes, Schematic Diagrams, Computer-Aided Design, Production Process, 3D Modeling, 3D Assets, Engineering Design Process, Materials science, Emerging Technologies
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Deep Learning, Applied Machine Learning, Generative Adversarial Networks (GANs), Healthcare Project Management, Machine Learning Methods, Image Analysis, Graph Theory, Artificial Neural Networks, Convolutional Neural Networks, Health Informatics, Autoencoders, Recurrent Neural Networks (RNNs), Predictive Modeling, Unsupervised Learning, Python Programming
Advanced · Course · 1 - 4 Weeks

École Polytechnique
Skills you'll gain: Vibrations, Structural Engineering, Structural Analysis, Engineering Analysis, Civil Engineering, Engineering, Engineering Calculations, Hazard Analysis, Mechanics, Physical Science, Simulation and Simulation Software, Mathematical Modeling, Experimentation, Laboratory Testing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Digital Transformation, Business Transformation, Design Thinking, Technology Strategies, Business Process Reengineering, Data Strategy, Growth Strategies, Business Strategies, Market Dynamics, Innovation, Emerging Technologies, Competitive Analysis, Leadership, Communication
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Software Testing, Software Technical Review, Test Planning, Code Review, Software Quality Assurance, Verification And Validation, Requirements Analysis, Technical Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Competitive Analysis, Customer Analysis, Miro AI, Customer Insights, Value Propositions, Company, Product, and Service Knowledge, Business Modeling, Presentations, Product Knowledge, Marketing
Beginner · Guided Project · Less Than 2 Hours

Peking University
Skills you'll gain: Algorithms, Theoretical Computer Science, Pseudocode, Mathematical Modeling, Combinatorics, Graph Theory, Computational Thinking, Mathematical Theory & Analysis, Data Structures, Applied Mathematics, Bioinformatics, Design Strategies
Intermediate · Course · 1 - 3 Months

Universidade Estadual de Campinas
Skills you'll gain: Digital Signal Processing, Digital Communications, Image Quality, Simulations, Electrical Engineering, Telecommunications, Electronics, Mathematical Modeling
Mixed · Course · 1 - 3 Months

The Chinese University of Hong Kong
Skills you'll gain: Statistical Methods, Statistical Modeling, SPSS (Software), Statistical Analysis, Exploratory Data Analysis, Regression Analysis, Data Analysis Software, Social Sciences, Correlation Analysis, Mathematical Modeling, Data Analysis, Model Evaluation, Dimensionality Reduction
Mixed · Course · 3 - 6 Months

Universiteit Leiden
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Descriptive Statistics, Statistical Methods, Probability & Statistics, Data Ethics, Data Collection, Exploratory Data Analysis, Statistical Reporting, Logistic Regression, Statistical Modeling, Data Cleansing
Beginner · Course · 1 - 3 Months

Simplilearn
Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning, Decision Tree Learning, Predictive Analytics, Regression Analysis
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Time Series Analysis and Forecasting, Financial Forecasting, Statistical Analysis, Machine Learning, Trend Analysis, Financial Data, Financial Modeling, Jupyter, Predictive Modeling, GitHub, Statistical Modeling, NumPy
Intermediate · Course · 1 - 3 Months