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: Free TrialNorthwestern University
Skills you'll gain: Robotics, Control Systems, Artificial Intelligence, Automation, Graph Theory, Algorithms, Virtual Environment, Simulation and Simulation Software, Mathematical Modeling, Data Structures, Linear Algebra
Status: Free TrialDassault Systèmes
Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Drafting and Engineering Design, Engineering Drawings, 3D Modeling, Mechanical Engineering
Skills you'll gain: Miro AI, Value Propositions, Business Modeling, Product Development, Business Analysis, Business Process Modeling, Stakeholder Communications, Business Solutions, Presentations, Business Strategy, Strategic Thinking, Innovation, Entrepreneurship
Status: PreviewUniversidad de los Andes
Skills you'll gain: Responsible AI, LLM Application, Ethical Standards And Conduct, Content Creation
Status: Free TrialUniversity of California, Santa Cruz
Skills you'll gain: R Programming, Statistical Modeling, Bayesian Statistics, Statistical Software, Markov Model, Mathematical Modeling, Statistical Methods, Probability & Statistics, Unsupervised Learning, Machine Learning Methods, Probability Distribution, Classification Algorithms
Status: PreviewÉcole Polytechnique
Skills you'll gain: Emerging Technologies, Communication Systems, Telecommunications, Cryptography, Simulations, Physics, Computing Platforms, Algorithms, Mathematical Modeling
Status: Free TrialUniversity of California, Irvine
Skills you'll gain: Extract, Transform, Load, Decision Support Systems, Data Warehousing, Data Mining, Database Design, Business Intelligence, Dashboard, Star Schema, Relational Databases, Database Management, Data Visualization Software, Snowflake Schema, Data Visualization, Business Reporting, SAS (Software), Data Modeling, Interactive Data Visualization, SQL, Descriptive Statistics, Cloud Computing Architecture
Status: PreviewKorea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Computer Programming Tools, Data Manipulation
Status: PreviewSungkyunkwan University
Skills you'll gain: Regression Analysis, Predictive Analytics, Predictive Modeling, Investment Management, Risk Analysis, Investments, R Programming, Machine Learning, Statistical Analysis, Financial Analysis, Logistic Regression, Financial Data, Algorithms
Status: PreviewUniversity of Illinois Urbana-Champaign
Skills you'll gain: Responsible AI, Automation, Artificial Intelligence, Cloud Infrastructure, Infrastructure As A Service (IaaS), AI Security
Status: Free TrialPontificia Universidad Católica de Chile
Skills you'll gain: Business Valuation, Financial Analysis, Cash Flows, Capital Budgeting, Securities (Finance), Investments, Finance, Financial Modeling, Market Dynamics, Business Mathematics, Applied Mathematics
Status: PreviewUniversidad de Palermo
Skills you'll gain: Algebra, Arithmetic, Mathematical Modeling, General Mathematics, Graphing
In summary, here are 10 of our most popular predictive modeling courses
- Modern Robotics, Course 4: Robot Motion Planning and Control:Â Northwestern University
- SOLIDWORKS Foundations: Sketching and Extrusion: Dassault Systèmes
- Business Strategy: Business Model Canvas Analysis with Miro:Â Coursera
- Fundamentos del uso de IA generativa:Â Universidad de los Andes
- Bayesian Statistics: Mixture Models:Â University of California, Santa Cruz
- Quantum Optics 2 - Two photons and more: École Polytechnique
- Database Design and Operational Business Intelligence:Â University of California, Irvine
- Practical Python for AI Coding 1:Â Korea Advanced Institute of Science and Technology(KAIST)
- Using R for Regression and Machine Learning in Investment:Â Sungkyunkwan University
- Advanced Topics in Artificial Intelligence:Â University of Illinois Urbana-Champaign
