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  • Predictive Modeling

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


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    Duke University

    Think Again II: How to Reason Deductively

    Skills you'll gain: Deductive Reasoning, Logical Reasoning, Computational Logic, Mathematical Modeling, Scientific Methods

    4.3
    Rating, 4.3 out of 5 stars
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    407 reviews

    Beginner · Course · 1 - 3 Months

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    Northwestern University

    Modern Robotics, Course 2: Robot Kinematics

    Skills you'll gain: Mathematical Modeling, Mathematical Software, Automation Engineering, Engineering Calculations, Applied Mathematics, Engineering Analysis, Mechanics, Simulation and Simulation Software, Virtual Environment, Torque (Physics), Numerical Analysis, Control Systems, Spatial Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    297 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Manchester

    Our Earth: Its Climate, History, and Processes

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

    4.7
    Rating, 4.7 out of 5 stars
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    466 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Introduction to Machine Learning: Supervised Learning

    Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Scikit Learn (Machine Learning Library), Matplotlib, Random Forest Algorithm, Machine Learning, Predictive Modeling, Data Science, Python Programming, Classification And Regression Tree (CART), Mathematical Modeling, Applied Mathematics, Exploratory Data Analysis, Statistical Programming, Regression Analysis, Feature Engineering, Data Cleansing, Performance Tuning

    Build toward a degree

    3.3
    Rating, 3.3 out of 5 stars
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    86 reviews

    Intermediate · Course · 1 - 3 Months

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    Copenhagen Business School

    Identifying Social Entrepreneurship Opportunities

    Skills you'll gain: Business Modeling, Entrepreneurship, Community Development, Social Sciences, Sustainable Business, Business Strategy, Financial Inclusion, Ideation, Needs Assessment, Team Building, Team Management, Case Studies, Innovation, Revenue Management, Empowerment

    4.6
    Rating, 4.6 out of 5 stars
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    330 reviews

    Beginner · Course · 1 - 3 Months

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    New York Institute of Finance

    Using Machine Learning in Trading and Finance

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Financial Trading, Data Pipelines, Applied Machine Learning, Technical Analysis, Machine Learning, Securities Trading, Market Trend, Financial Market, Deep Learning, Python Programming, Predictive Modeling, Performance Metric

    3.9
    Rating, 3.9 out of 5 stars
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    375 reviews

    Intermediate · Course · 1 - 3 Months

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    Siemens

    Applied Computational Fluid Dynamics

    Skills you'll gain: Engineering Analysis, Thermal Management, Hydraulics, Mechanical Engineering, Simulations, Numerical Analysis, Mathematical Modeling, Chemical Engineering, Differential Equations, Scientific Visualization, Physics

    4.7
    Rating, 4.7 out of 5 stars
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    174 reviews

    Intermediate · Course · 1 - 3 Months

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    Peking University

    真格—北大在线创业课堂

    Skills you'll gain: Business Planning, Team Building, Business Modeling, Entrepreneurship, Marketing, Entrepreneurial Finance, Fundraising and Crowdsourcing, Marketing Strategies, Business Writing, Business Development, Business Valuation, Proposal Development, Business Strategy, Commercial Laws, Innovation

    4.7
    Rating, 4.7 out of 5 stars
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    180 reviews

    Mixed · Course · 1 - 4 Weeks

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    Universidad de los Andes

    ¿Cómo construir mi modelo de negocio?

    Skills you'll gain: Strategic Partnership, Business Modeling, Value Propositions, New Business Development, Resource Allocation, Target Market, Business Process Modeling, Performance Metric, Business Strategy, Market Opportunities, User Feedback, Consumer Behaviour

    4.8
    Rating, 4.8 out of 5 stars
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    434 reviews

    Beginner · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Forecasting Financial Statements & Valuation for Accountants

    Skills you'll gain: Financial Forecasting, Financial Statement Analysis, Financial Accounting, Business Valuation, Financial Reporting, Financial Analysis, Financial Modeling, Finance, Generally Accepted Accounting Principles (GAAP), Cash Flows, Trend Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    40 reviews

    Intermediate · Course · 1 - 3 Months

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    Starweaver

    Certified Business Analysis Professional™ (CBAP®)

    Skills you'll gain: Requirements Elicitation, Business Analysis, Backlogs, Requirements Management, Stakeholder Engagement, Business Process, User Requirements Documents, User Story, Business Requirements, Requirements Analysis, Business Modeling, Business Process Improvement, Business Risk Management, Business Intelligence, Business Strategies, Financial Analysis, Performance Measurement, Systems Analysis, Root Cause Analysis, Business Planning

    4.7
    Rating, 4.7 out of 5 stars
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    317 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Starweaver

    IIBA® Entry Certificate in Business Analysis™ (ECBA™) Exam Prep

    Skills you'll gain: Requirements Elicitation, Requirements Analysis, Stakeholder Engagement, Requirements Management, Business Analysis, Performance Improvement, Business Requirements, Case Studies, Stakeholder Analysis, Governance, Business Process Modeling, Strategic Planning, Problem Solving, Prioritization

    4.8
    Rating, 4.8 out of 5 stars
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    119 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Think Again II: How to Reason Deductively: Duke University
  • Modern Robotics, Course 2: Robot Kinematics: Northwestern University
  • Our Earth: Its Climate, History, and Processes: University of Manchester
  • Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
  • Identifying Social Entrepreneurship Opportunities: Copenhagen Business School
  • Using Machine Learning in Trading and Finance: New York Institute of Finance
  • Applied Computational Fluid Dynamics: Siemens
  • 真格—北大在线创业课堂: Peking University
  • ¿Cómo construir mi modelo de negocio?: Universidad de los Andes
  • Forecasting Financial Statements & Valuation for Accountants: University of Illinois Urbana-Champaign

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