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Explore the Predictive Modeling Course Catalog
Coursera Project Network
Skills you'll gain: Anomaly Detection, Jupyter, Exploratory Data Analysis, Application Deployment, Unsupervised Learning, Data Visualization, Predictive Modeling, Interactive Data Visualization, Applied Machine Learning, Machine Learning, Machine Learning Software, Machine Learning Algorithms
- Status: Free Trial
Skills you'll gain: Large Language Modeling, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Natural Language Processing, Machine Learning Methods
- Status: Free Trial
University of Illinois Urbana-Champaign
Skills you'll gain: Health Informatics, Deep Learning, Machine Learning, Health Care, Artificial Neural Networks, Applied Machine Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Unsupervised Learning, Program Development, Predictive Modeling
- Status: Free Trial
LearnQuest
Skills you'll gain: Data Analysis, Analytics, Statistical Analysis, Data Mining, Spreadsheet Software, Exploratory Data Analysis, Descriptive Analytics, Quantitative Research, Data Processing, Data Cleansing, Data Collection, Advanced Analytics, Statistics, Predictive Analytics, Data Presentation, Regression Analysis, Data Visualization, SQL
- Status: Free Trial
Illinois Tech
Skills you'll gain: Web Development, Database Design, Relational Databases, Web Applications, Web Development Tools, Databases, Full-Stack Web Development, Application Deployment, Server Side, HTML and CSS, Back-End Web Development, Application Development, Cloud Applications, Front-End Web Development, JavaScript Frameworks, Web Servers, Scripting, Javascript, Network Protocols, Cloud Computing
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Numerical Analysis, Geometry, Applied Mathematics, Mathematical Modeling
- Status: Free Trial
Skills you'll gain: Rmarkdown, Shiny (R Package), Deep Learning, Data Import/Export, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Plotly, Applied Machine Learning, Machine Learning Algorithms, Web Scraping, Artificial Intelligence, Dimensionality Reduction, Interactive Data Visualization, Statistical Analysis, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Computational Logic, Mathematical Modeling, Theoretical Computer Science, Verification And Validation, System Requirements, Agentic systems, Automation, Software Systems, Mechanical Engineering, Systems Analysis, Systems Engineering, Simulations, Applied Mathematics, Control Systems, Linear Algebra, Differential Equations, Computer Science, Hardware Architecture, Artificial Intelligence, Algorithms
- Status: Free Trial
Skills you'll gain: Unified Modeling Language, Visual Basic (Programming Language), Data Structures, Object Oriented Design, Data Modeling, Microsoft Visual Studio, Program Development, Object Oriented Programming (OOP), .NET Framework, Computer Programming
- Status: Free Trial
Skills you'll gain: Data Analysis Expressions (DAX), Data Modeling, Inventory Management System, Amazon Web Services, Analytical Skills, Project Design, Relational Databases, Database Management, Business Reporting, Data Warehousing, Microsoft Excel, Key Performance Indicators (KPIs), Data Manipulation, Management Reporting, Text Mining, Data Science, Extract, Transform, Load, Data Cleansing, Data Integrity, Performance Metric
- Status: Preview
Johns Hopkins University
Skills you'll gain: Probability, Bayesian Statistics, Probability Distribution, Risk Modeling, Mathematical Modeling, Statistical Inference, Markov Model, Reliability, Simulations, Applied Mathematics, Statistical Analysis, Regression Analysis
- Status: NewStatus: Preview
Coursera Instructor Network
Skills you'll gain: Prompt Engineering, Large Language Modeling, Talent Acquisition, Generative AI, Recruitment, HR Tech, ChatGPT, Recruitment Strategies, Data Ethics, AI Personalization, Employee Onboarding, Business Ethics, Automation
In summary, here are 10 of our most popular predictive modeling courses
- Machine Learning - Anomaly Detection via PyCaret:Â Coursera Project Network
- H2O ai Large Language Models (LLMs) - Level 1:Â H2O.ai
- Health Data Science Foundation:Â University of Illinois Urbana-Champaign
- Fundamentals of Data Analysis:Â LearnQuest
- Programming and Application Foundations:Â Illinois Tech
- Linear Algebra: Orthogonality and Diagonalization:Â Johns Hopkins University
- R Ultimate 2024 - R for Data Science and Machine Learning:Â Packt
- Foundations of Autonomous Systems:Â University of Colorado Boulder
- Visual Basic Programming: Classes and Collections:Â LearnQuest
- Mastering Power BI for Data Analytics & Storytelling:Â Edureka