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 TrialUniversity of Colorado Boulder
Skills you'll gain: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Software Design Patterns, Java, Unified Modeling Language, Software Design, Java Programming, Software Architecture, Model View Controller, Conceptual Design
Status: Free TrialSkills you'll gain: Unreal Engine, 3D Modeling, 3D Assets, Computer Graphic Techniques, Editing, Graphics Software
Status: PreviewÉcole Polytechnique Fédérale de Lausanne
Skills you'll gain: Mechanics, Vibrations, Physics, Differential Equations, Engineering Calculations, Engineering Analysis, Mathematical Modeling, Applied Mathematics, Trigonometry, Calculus
Status: Free TrialGoogle Cloud
Skills you'll gain: Looker (Software), Data Access, Google Cloud Platform, Dashboard, Machine Learning, SQL, Applied Machine Learning, Data Import/Export, Big Data, Data Cleansing, Data Transformation, Data Presentation, Data Visualization Software, Database Management, Cloud Infrastructure, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Data Architecture, Deep Learning
Status: PreviewFundação Instituto de Administração
Skills you'll gain: Sales Strategy, Sales, Sales Management, Customer Analysis, AI Personalization, Regression Analysis, Product Knowledge, Data Analysis, Predictive Analytics, Forecasting, Business Metrics, Machine Learning, Machine Learning Algorithms
Status: FreeDeepLearning.AI
Skills you'll gain: Generative AI, Large Language Modeling, Semantic Web, Natural Language Processing, Unsupervised Learning, Text Mining
Status: PreviewSkills you'll gain: Simulation and Simulation Software, Engineering Analysis, Finite Element Methods, Simulations, Thermal Management, Mechanical Engineering, Hydraulics, Engineering, Numerical Analysis, Mathematical Modeling, Differential Equations, Physics
Status: NewStatus: FreeDeepLearning.AI
Skills you'll gain: Large Language Modeling, PyTorch (Machine Learning Library), Secure Coding, Personally Identifiable Information, Information Privacy, Distributed Computing, Machine Learning
Status: Free TrialJohns Hopkins University
Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Probability & Statistics, Statistical Methods, Probability Distribution, Data Analysis, Markov Model, Data Science, Statistics, Statistical Inference, Probability, R Programming
Status: Free TrialSkills you'll gain: Large Language Modeling, Prompt Engineering, Data Visualization, Generative AI, Interactive Data Visualization, LLM Application, Text Mining, Document Management, Data Processing, Dimensionality Reduction
Status: NewStatus: PreviewUniversity of Washington
Skills you'll gain: Power BI, Data Modeling, Data Transformation, Business Requirements, Star Schema, Data Visualization Software, Extract, Transform, Load, Snowflake Schema, Relational Databases, Data Integration, Database Design, Data Import/Export, Data Cleansing, Business Intelligence, Data Analysis, Stakeholder Management, Decision Making
Google Cloud
Skills you'll gain: Analytics, Statistical Machine Learning, Advanced Analytics, Google Cloud Platform, Big Data, Applied Machine Learning, Data Analysis, Predictive Modeling
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In summary, here are 10 of our most popular predictive modeling courses
- Object-Oriented Analysis and Design: Patterns and Principles: University of Colorado Boulder
- Blender 3 to Unreal Engine 5 — Dungeon Modular Kitbash: Packt
- Mécanique du point matériel: École Polytechnique Fédérale de Lausanne
- From Data to Insights with Google Cloud 日本語版: Google Cloud
- Construção de Relacionamentos em Vendas Orientada a Dados: Fundação Instituto de Administração
- Embedding Models: From Architecture to Implementation: DeepLearning.AI
- Dinámica de fluidos computacional aplicada: Siemens
- Intro to Federated Learning: DeepLearning.AI
- Advanced Probability and Statistical Methods: Johns Hopkins University
- Master Retrieval-Augmented Generation (RAG) Systems: Packt
