Predictive Modeling

Predictive Modeling is a statistical technique using machine learning and data mining to forecast future outcomes based on historical data. Coursera's Predictive Modeling catalogue helps you understand, design, and build predictive models to solve real-world business problems. You'll learn a variety of machine learning algorithms, techniques for handling missing data, steps to evaluate and validate models, and how to leverage these models in decision making. Gain proficiency in tools and libraries such as Python's Scikit-Learn and Pandas, R's Caret, and various data visualization tools, equipping you with skills widely applicable in fields like finance, healthcare, marketing, and more.
95credentials
2online degrees
371courses

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Explore the Predictive Modeling Course Catalog

  • Status: New
    Status: Free Trial

    Skills you'll gain: Dimensionality Reduction, Text Mining, Applied Machine Learning, Statistical Machine Learning, Supervised Learning, Unsupervised Learning, Python Programming, Machine Learning, Predictive Modeling, Regression Analysis, Algorithms

  • Status: Free Trial

    Coursera Instructor Network

    Skills you'll gain: Sales Strategy, Customer Analysis, AI Personalization, Sales, Sales Pipelines, Sales Management, Generative AI, Customer Insights, Forecasting, Data-Driven Decision-Making, Analytics, Artificial Intelligence, Predictive Modeling

  • Skills you'll gain: Control Systems, Computer Vision, Image Analysis, Automation, Embedded Software, Simulations, Systems Architecture, Deep Learning, Virtual Environment, Software Architecture, Scenario Testing, Global Positioning Systems, Predictive Modeling, Computer Hardware, Estimation, Real Time Data

  • Status: Free Trial

    Skills you'll gain: Systems Thinking, Health Systems, Health Policy, Public Health, Systems Analysis, Predictive Modeling, Social Determinants Of Health

  • Status: Preview

    Pontificia Universidad Católica de Chile

    Skills you'll gain: AI Personalization, Predictive Modeling, Machine Learning, Machine Learning Software, Machine Learning Algorithms, Performance Testing, Analysis, Linear Algebra, Information Systems

  • Status: Free Trial

    Coursera Instructor Network

    Skills you'll gain: Responsible AI, Generative AI Agents, Data Ethics, Healthcare Industry Knowledge, Automation, Clinical Informatics, Health Care Administration, Health Informatics, Artificial Intelligence, Predictive Modeling, Innovation, Health Technology, System Implementation

  • Status: Preview

    Skills you'll gain: Regression Analysis, Predictive Modeling, Investment Management, Risk Analysis, Investments, R Programming, Statistical Methods, Machine Learning, Statistical Analysis, Financial Analysis, Time Series Analysis and Forecasting, Supervised Learning, Financial Data

  • Status: Free

    Skills you'll gain: AI Personalization, Amazon Web Services, Amazon S3, Predictive Modeling, Applied Machine Learning

  • Status: Free Trial

    Coursera Instructor Network

    Skills you'll gain: Generative AI, Data Ethics, AI Product Strategy, Data Strategy, Prompt Engineering, Responsible AI, Data Quality, Predictive Modeling

  • Status: Free Trial

    Skills you'll gain: Data Ethics, Responsible AI, Machine Learning, Deep Learning, Information Privacy, Data Validation, Decision Support Systems, Health Informatics, Predictive Modeling, Verification And Validation, Artificial Intelligence and Machine Learning (AI/ML), Human Centered Design, Data Security

  • Status: Free Trial

    Skills you'll gain: Google Gemini, Generative AI, Predictive Modeling, Applied Machine Learning, Google Cloud Platform, Big Data, Artificial Intelligence and Machine Learning (AI/ML), SQL, Python Programming, Customer Relationship Management

  • Skills you'll gain: Big Data, Predictive Modeling, Google Cloud Platform, Applied Machine Learning, Data Processing, Forecasting, Data Management, Machine Learning