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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

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Techniques of Design-Oriented Analysis

      Skills you'll gain: Power Electronics, Control Systems, Electrical Engineering, Electronics Engineering, Engineering Analysis, Systems Analysis, Matlab, Simulations

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      31 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Statistical Methods for Computer Science

      Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Combinatorics, Bayesian Network, Statistical Hypothesis Testing, Data Analysis, R (Software), Probability, Statistics, Probability & Statistics, Statistical Methods, Bayesian Statistics, Social Network Analysis, Probability Distribution, Applied Mathematics, Simulations, Data Science

      Intermediate · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Business Model Canvas

      Skills you'll gain: Target Market, Value Propositions, Cost Control, Customer Analysis, Business Modeling, Strategic Partnership, Marketing Channel, Entrepreneurship, Business Strategy, Resource Management, Revenue Management

      4.5
      Rating, 4.5 out of 5 stars
      ·
      52 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      A

      Amazon Web Services

      AWS Generative AI Applications

      Skills you'll gain: Responsible AI, Generative AI, Generative AI Agents, Prompt Engineering, Amazon Bedrock, AWS SageMaker, AI Product Strategy, Amazon Web Services, LLM Application, MLOps (Machine Learning Operations), Application Development, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Development, Data Governance, Large Language Modeling, Commercialization, API Design, Solution Architecture, Data Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      76 reviews

      Beginner · Professional Certificate · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Design of High-Performance Optical Systems

      Skills you'll gain: Image Quality, Display Devices, Systems Design, Human Factors, Engineering Calculations, Technical Design, Simulation and Simulation Software, Color Theory, Design Strategies, Mathematical Modeling

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      50 reviews

      Advanced · Course · 1 - 3 Months

    • G

      Google Cloud

      Getting Started with BigQuery Machine Learning

      Skills you'll gain: Google Cloud Platform, Big Data, Applied Machine Learning, Predictive Modeling, Analytics, Predictive Analytics, Machine Learning, SQL

      Beginner · Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Cervical Cancer Risk Prediction Using Machine Learning

      Skills you'll gain: Exploratory Data Analysis, Data Analysis, Statistical Analysis, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Predictive Modeling, Matplotlib, Data Import/Export, Pandas (Python Package), Applied Machine Learning, Data Visualization Software, NumPy, Data Manipulation, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      43 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Risk Management and Financial Theory

      Skills you'll gain: Risk Management, Business Risk Management, Credit Risk, Risk Mitigation, Stakeholder Communications, Operational Risk, Proposal Development, Risk Analysis, Business Strategies, Financial Analysis, Financial Modeling, Organizational Strategy, Strategic Thinking, Strategic Decision-Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      30 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      W

      Whizlabs

      Exam Prep DP-600: Microsoft Fabric Analytics Engineer

      Skills you'll gain: Power BI, Microsoft Azure, Data Lakes, Data Analysis Expressions (DAX), Azure Synapse Analytics, Data Modeling, Data Governance, Data Warehousing, Microsoft SQL Servers, Data Analysis, Extract, Transform, Load, Data Integration, Data Import/Export, Real Time Data, Data Transformation, Data Pipelines, Information Management, Role-Based Access Control (RBAC), Performance Tuning

      3.2
      Rating, 3.2 out of 5 stars
      ·
      11 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Physics 101 - Energy and Momentum

      Skills you'll gain: Mechanics, Physics, Mechanical Engineering, Engineering Calculations, Calculus, Engineering Analysis, Physical Science, Mathematical Modeling, Problem Solving

      4.5
      Rating, 4.5 out of 5 stars
      ·
      41 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Approximation Algorithms and Linear Programming

      Skills you'll gain: Operations Research, Algorithms, Applied Mathematics, Graph Theory, Combinatorics, Computational Thinking, Mathematical Modeling, Theoretical Computer Science, Python Programming

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      47 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Michigan State University

      Game Design and Development 4: 3D Platformer

      Skills you'll gain: Unity Engine, Game Design, Video Game Development, C# (Programming Language), 3D Assets, Software Design, Computer Programming, Social Studies, Ideation, Project Closure, Business Modeling, Project Documentation, Debugging

      4.7
      Rating, 4.7 out of 5 stars
      ·
      42 reviews

      Intermediate · Course · 1 - 4 Weeks

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

    • Techniques of Design-Oriented Analysis: University of Colorado Boulder
    • Statistical Methods for Computer Science: Johns Hopkins University
    • Business Model Canvas: Coursera Project Network
    • AWS Generative AI Applications: Amazon Web Services
    • Design of High-Performance Optical Systems: University of Colorado Boulder
    • Getting Started with BigQuery Machine Learning: Google Cloud
    • Cervical Cancer Risk Prediction Using Machine Learning: Coursera Project Network
    • Risk Management and Financial Theory: Duke University
    • Exam Prep DP-600: Microsoft Fabric Analytics Engineer: Whizlabs
    • Physics 101 - Energy and Momentum: Rice University

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