Predictive Modeling Courses
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.
Popular Predictive Modeling Courses and Certifications
Status: FreeUniversidad Peruana de Ciencias Aplicadas
Skills you'll gain: Design Thinking, Business Modeling, Social Impact, Needs Assessment, Innovation, Professional Networking, Growth Mindedness, Entrepreneurship, Self-Motivation, Action Oriented, Community Development, Sustainable Development
Status: Free TrialTecnológico de Monterrey
Skills you'll gain: Value Propositions, Entrepreneurship, Ideation, New Product Development, Business Modeling, Sales Presentations, Innovation, New Business Development, Business Planning, Presentations, Strategic Thinking, Business Strategies, Competitive Analysis, Market Research
Status: Free TrialUniversity of Michigan
Skills you'll gain: Creative Design, Data Structures, Programming Principles, Software Visualization, Python Programming, Computer Programming, Predictive Modeling, Algorithms, Computational Thinking, Debugging
University of Colorado Boulder
Skills you'll gain: Semiconductors, Power Electronics, Electronic Components, Electronic Systems, Electrical Systems, Electrical Engineering, Electric Power Systems, Thermal Management, Simulation and Simulation Software
Status: NewSkills you'll gain: Data Architecture, Data Infrastructure, Distributed Computing, Data Modeling, Scalability, Data Management, Data Strategy, Microservices, Solution Architecture, Data Governance, Software Architecture, Semantic Web, Data Integration, Information Architecture, CI/CD, Software Design, Maintainability, Enterprise Architecture, Data Analysis, Generative AI
Status: NewStatus: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Physics, Differential Equations, Linear Algebra, Calculus, electromagnetics, Mathematical Modeling, Advanced Mathematics, Mechanics, Applied Mathematics
Status: Free TrialUniversity of Glasgow
Skills you'll gain: Deep Learning, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Convolutional Neural Networks, Model Evaluation, Health Informatics, Electronic Medical Record, Data Cleansing, Feature Engineering, Time Series Analysis and Forecasting, Predictive Modeling, Classification Algorithms
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Vibrations, Control Systems, Mechanics, Torque (Physics), Engineering Analysis, Finite Element Methods, Mechanical Engineering, Simulations, Angular, Engineering Calculations, Differential Equations, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Linear Algebra, Calculus
Status: Free TrialSkills you'll gain: Animations, 3D Modeling, 3D Assets, Post-Production, Computer Graphics, Visualization (Computer Graphics), Motion Graphics
Status: Free TrialSkills you'll gain: Data Warehousing, Peer Review, IBM Cognos Analytics, Data Pipelines, Extract, Transform, Load, MySQL, Databases, Data Modeling, Database Design, Business Intelligence, Dashboard, Analytics, Business Analytics, PostgreSQL, Shell Script, SQL
Status: FreeDeepLearning.AI
Skills you'll gain: CrewAI, AI Workflows, Agentic Workflows, AI Orchestration, LLM Application, Large Language Modeling, Generative AI Agents, Tool Calling, Agentic systems, Model Deployment, Automation, Application Deployment, Model Evaluation
Status: PreviewSkills you'll gain: Data Preprocessing, Large Language Modeling, Data Import/Export, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Quality, Data Analysis, Natural Language Processing, Classification Algorithms
In summary, here are 10 of our most popular predictive modeling courses
- Vozes da Mudança Social: Universidad Peruana de Ciencias Aplicadas
- Fundamentals of entrepreneurship in the family business: Tecnológico de Monterrey
- Big Ideas in Programming: Expressing Yourself with Python: University of Michigan
- Introduction to Power Semiconductor Switches: University of Colorado Boulder
- Managing Data as a Product: Scalable Data Architectures: Packt
- General Relativity I: Theoretical Foundations: The Hong Kong University of Science and Technology
- Deep learning in Electronic Health Records - CDSS 2: University of Glasgow
- Advanced Spacecraft Dynamics and Control: University of Colorado Boulder
- Blender 3D for Beginners: Create a 3D Vaporwave Animation: Skillshare
- Data Warehousing Capstone Project: IBM
