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
Instituto Tecnológico de Aeronáutica
Skills you'll gain: Control Systems, Engineering Analysis, Systems Analysis, Matlab, Engineering Calculations, Systems Design, Simulation and Simulation Software, Mathematical Modeling, Linear Algebra, Differential Equations
Status: PreviewSkills you'll gain: Entrepreneurship, Promotional Strategies, Business Modeling, Business Leadership, New Business Development, Strategic Thinking, Commercialization, Entrepreneurial Finance, Innovation, Digital Content, Digital Transformation, Content Creation, Market Opportunities, Consumer Behaviour, Intellectual Property
Status: PreviewISAE-SUPAERO
Skills you'll gain: Mechanics, Structural Analysis, Engineering Analysis, Mechanical Engineering, Vibrations, Mathematical Modeling, Control Systems, Physics, Systems Analysis
Google Cloud
Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Semantic Web, Generative AI, Large Language Modeling, Natural Language Processing, Google Cloud Platform, Algorithms
Status: PreviewTechnical University of Denmark (DTU)
Skills you'll gain: Jupyter, Medical Imaging, 3D Modeling, Image Analysis, Engineering Analysis, Finite Element Methods, Numerical Analysis, Mathematical Modeling, Materials science, Simulation and Simulation Software, Digital Signal Processing, Python Programming, Applied Mathematics
Status: NewStatus: Free TrialSkillshare
Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Graphical Tools, Timelines, Graphics Software, User Interface (UI), File Management, Image Quality, Layout Design, Software Versioning, Software Installation
Status: Free TrialSkills you'll gain: AWS Kinesis, Model Evaluation, AWS SageMaker, Machine Learning Algorithms, Data Collection, Amazon Redshift, MLOps (Machine Learning Operations), Image Analysis, Reinforcement Learning, Amazon Web Services, Model Deployment, Data Preprocessing, Scalability, Classification Algorithms, Forecasting, Feature Engineering, Algorithms, Data Analysis, Predictive Modeling, Data Modeling
Status: Free TrialGoogle Cloud
Skills you'll gain: Google Gemini, Customer Insights, Customer Analysis, Customer Data Management, Big Data, Google Cloud Platform, Marketing Analytics, Generative AI, Data Analysis, Marketing Strategies, Machine Learning Methods, Predictive Analytics, Forecasting, Query Languages
Status: Free TrialUniversity of Maryland, College Park
Skills you'll gain: Sampling (Statistics), Data Cleansing, Statistical Software, Data Transformation, Data Quality, Statistical Analysis, STATA (Software), Statistical Methods, R (Software), Statistical Modeling, R Programming, Regression Analysis, Data Analysis
Status: FreeThe Chinese University of Hong Kong
Skills you'll gain: Model Evaluation, Statistical Modeling, Statistical Analysis, Correlation Analysis, Data Analysis Software, Regression Analysis, Research Methodologies, Data Analysis, Dimensionality Reduction
Status: Free TrialJohns Hopkins University
Skills you'll gain: Trigonometry, Systems Of Measurement, Geometry, Mathematical Modeling, Graphing, Algebra, Applied Mathematics
Status: Free TrialArizona State University
Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Statistical Modeling, Research Design, Mathematical Modeling, Analysis, Model Evaluation
In summary, here are 10 of our most popular predictive modeling courses
- Introdução ao Controle Moderno: Instituto Tecnológico de Aeronáutica
- Be entrepreneurial in Cultural Industries in the digital age: Sciences Po
- Foundation of Structural Dynamics: ISAE-SUPAERO
- Vector Search and Embeddings: Google Cloud
- Introduction to advanced tomography: Technical University of Denmark (DTU)
- Complete Beginners Guide to Blender 3D: Skillshare
- Exam Prep MLS-C01: AWS Certified Specialty Machine Learning: Whizlabs
- Gemini for Data Scientists and Analysts: Google Cloud
- Dealing With Missing Data: University of Maryland, College Park
- Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
