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    • Predictive Modeling

    Predictive Modeling Courses Online

    Master predictive modeling for forecasting and decision-making. Learn to build and validate models using statistical techniques and machine learning.

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    Explore the Predictive Modeling Course Catalog

    • U

      University of Manchester

      Our Earth: Its Climate, History, and Processes

      Skills you'll gain: Physical Science, Environment, Water Resources, Mathematical Modeling, Environmental Science, Biology, Simulations, Scientific Methods, Chemistry

      4.7
      Rating, 4.7 out of 5 stars
      ·
      439 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Design of Experiments

      Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Statistical Methods, Data Analysis Software, Statistical Modeling, Design Strategies, Probability & Statistics, Data Analysis, Mathematical Modeling, Data Transformation, Descriptive Statistics, Probability Distribution, Statistical Hypothesis Testing, Variance Analysis, Quality Control

      4.7
      Rating, 4.7 out of 5 stars
      ·
      360 reviews

      Beginner · Specialization · 3 - 6 Months

    • I

      IBM

      Specialized Models: Time Series and Survival Analysis

      Skills you'll gain: Time Series Analysis and Forecasting, Deep Learning, Statistical Analysis, Predictive Modeling, Statistical Methods, Forecasting, Jupyter, Data Cleansing, Applied Machine Learning, Data Transformation, Exploratory Data Analysis, Pandas (Python Package)

      4.5
      Rating, 4.5 out of 5 stars
      ·
      134 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      Technical University of Munich (TUM)

      Digitalisation in Aeronautics and Space

      Skills you'll gain: Global Positioning Systems, Human Factors, Manufacturing Processes, Digital Transformation, Aerospace Basic Quality System Standards, Environmental Monitoring, Control Systems, Production Process, Automation, Manufacturing and Production, Structural Analysis, Leadership, Big Data, Human Machine Interfaces, Cybersecurity, Mathematical Modeling, Artificial Intelligence, Engineering Design Process, Threat Detection, Network Architecture

      4.6
      Rating, 4.6 out of 5 stars
      ·
      455 reviews

      Intermediate · Specialization · 3 - 6 Months

    • J

      Johns Hopkins University

      Foundations of Healthcare Systems Engineering

      Skills you'll gain: Health Systems, Systems Engineering, Health Technology, Healthcare Industry Knowledge, Health Care, Systems Integration, Systems Analysis, System Requirements, System Testing, Requirements Analysis, Enterprise Architecture, Solution Design

      4.7
      Rating, 4.7 out of 5 stars
      ·
      283 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      Copenhagen Business School

      Digital Competition in Financial Services

      Skills you'll gain: Technology Strategies, FinTech, Digital Transformation, Business Technologies, Financial Services, Financial Regulation, Business Strategy, Market Dynamics, Competitive Analysis, Business Modeling, Systems Thinking, Innovation, Governance

      4.6
      Rating, 4.6 out of 5 stars
      ·
      987 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Health Information Literacy for Data Analytics

      Skills you'll gain: Data Governance, Data Quality, Data Integration, Data Dictionary, Data Validation, Health Informatics, Data Modeling, Extract, Transform, Load, Health Systems, Data Management, Metadata Management, Data Compilation, Health Care, Analytics, Data Mapping, Healthcare Industry Knowledge, Data Analysis, Health Information Management, Data Cleansing, Taxonomy

      4.5
      Rating, 4.5 out of 5 stars
      ·
      273 reviews

      Intermediate · Specialization · 3 - 6 Months

    • U

      University of Geneva

      Simulation and modeling of natural processes

      Skills you'll gain: Simulations, Python Programming, Differential Equations, Numerical Analysis, Mathematical Modeling, Probability, Artificial Intelligence and Machine Learning (AI/ML), Computational Thinking, Visualization (Computer Graphics), Mechanics, Algorithms

      4.3
      Rating, 4.3 out of 5 stars
      ·
      398 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Rust Programming

      Skills you'll gain: Rust (Programming Language), Containerization, Data Pipelines, CI/CD, Docker (Software), DevOps, Jenkins, Unit Testing, Large Language Modeling, Test Case, Restful API, Serverless Computing, Generative AI, Command-Line Interface, Amazon Web Services, Software Testing, Maintainability, Prometheus (Software), System Monitoring, MLOps (Machine Learning Operations)

      4
      Rating, 4 out of 5 stars
      ·
      209 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Machine Learning: Theory and Hands-on Practice with Python

      Skills you'll gain: Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Dimensionality Reduction, Applied Machine Learning, Decision Tree Learning, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Matplotlib, Random Forest Algorithm, Predictive Modeling, Classification And Regression Tree (CART), Python Programming, Computer Vision, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Modeling, Machine Learning, Data Science

      Build toward a degree

      3.6
      Rating, 3.6 out of 5 stars
      ·
      114 reviews

      Intermediate · Specialization · 3 - 6 Months

    • G

      Georgia Institute of Technology

      Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion

      Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Structural Engineering, Torque (Physics), Vibrations, Engineering, Physics, Civil Engineering, Calculus, Applied Mathematics, Mathematical Modeling

      4.9
      Rating, 4.9 out of 5 stars
      ·
      743 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      ESSEC Business School

      Foundations of strategic business analytics

      Skills you'll gain: Business Analytics, Forecasting, Data Presentation, Predictive Analytics, R Programming, Information Technology, Statistical Analysis, Communication, Business Strategy, Business, Statistics, Data Analysis, Data Visualization, Regression Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      655 reviews

      Mixed · Course · 1 - 3 Months

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    In summary, here are 10 of our most popular predictive modeling courses

    • Our Earth: Its Climate, History, and Processes: University of Manchester
    • Design of Experiments: Arizona State University
    • Specialized Models: Time Series and Survival Analysis: IBM
    • Digitalisation in Aeronautics and Space: Technical University of Munich (TUM)
    • Foundations of Healthcare Systems Engineering: Johns Hopkins University
    • Digital Competition in Financial Services: Copenhagen Business School
    • Health Information Literacy for Data Analytics: University of California, Davis
    • Simulation and modeling of natural processes: University of Geneva
    • Rust Programming: Duke University
    • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder

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