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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


  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Machine Learning Algorithms with Python in Business Analytics

    Skills you'll gain: Business Analytics, Regression Analysis, Machine Learning Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Data Processing, Predictive Modeling, Machine Learning, Workflow Management, Python Programming, Supervised Learning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    39 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    P

    Pontificia Universidad Católica de Chile

    ¿Cómo viajamos por la ciudad? Asignación y equilibrio en redes de transporte.

    Skills you'll gain: Transportation Operations, Network Routing, Supply And Demand, Network Analysis, Operations Research, Network Model, Mathematical Modeling, Capacity Management, Behavioral Economics, Game Theory, Economics, Algorithms, Applied Mathematics

    4.9
    Rating, 4.9 out of 5 stars
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    55 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    L

    LearnQuest

    Capstone Project: Advanced AI for Drug Discovery

    Skills you'll gain: Feature Engineering, Bioinformatics, Dimensionality Reduction, Predictive Modeling, Applied Machine Learning, Deep Learning, Artificial Neural Networks, Pandas (Python Package), Drug Development, Unsupervised Learning, Scikit Learn (Machine Learning Library), Data Manipulation, Molecular Biology, Regression Analysis, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning

    2.1
    Rating, 2.1 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    É

    École normale supérieure

    Approximation Algorithms Part II

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Graph Theory, Linear Algebra, Mathematical Modeling, Probability

    4.8
    Rating, 4.8 out of 5 stars
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    45 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    J

    Johns Hopkins University

    Gestión del análisis de datos

    Skills you'll gain: Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Data Management, Analytical Skills, Statistical Inference, Team Management, Statistical Modeling, Strategic Decision-Making, Data Presentation, Statistics, Communication

    4.6
    Rating, 4.6 out of 5 stars
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    103 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    E

    EDUCBA

    MAYA Architecture - Setting Up Interior Floor Map

    Skills you'll gain: 3D Assets, Computer Graphics

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    J

    Johns Hopkins University

    Applied Calculus with Python

    Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Graphing, Numerical Analysis, Python Programming, Advanced Mathematics, Mathematical Software, Mathematical Modeling, Derivatives, Programming Principles

    4.9
    Rating, 4.9 out of 5 stars
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    45 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    Accounting Fundamentals

    Skills you'll gain: Income Statement, Financial Statements, Accounting, Balance Sheet, Financial Accounting, Financial Reporting, Bookkeeping, Cash Flows, Financial Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    74 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    E

    ESSEC Business School

    Nouveaux modèles économiques des associations

    Skills you'll gain: Business Transformation, Business Modeling, Socioeconomics, Strategic Partnership, Sustainable Development, Non-Profit Accounting, Organizational Change, Resource Management, Sustainable Business, Innovation, Economics

    4.6
    Rating, 4.6 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    Universidad Nacional Autónoma de México

    Las estaciones del año y el clima

    Skills you'll gain: Environmental Issue, Physical Science, Climate Change Adaptation, Environment, Climate Change Mitigation, Geographic Information Systems, Environmental Science, Physics, Simulations, Experimentation, Mathematical Modeling, Scientific Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    381 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universitat de Barcelona

    Estrategias para ganar. Meteorología en la vuelta al mundo

    Skills you'll gain: Telecommunications, Physical Science, Time Series Analysis and Forecasting, Climate Change Adaptation, Safety Assurance, Global Positioning Systems, Communication Systems, Mathematical Modeling, Electronic Systems

    4.7
    Rating, 4.7 out of 5 stars
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    180 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Optical Efficiency and Resolution

    Skills you'll gain: Image Quality, Electrical and Computer Engineering, Image Analysis, System Design and Implementation, Numerical Analysis, Design Software, Simulation and Simulation Software, Mathematical Modeling, Applied Mathematics, Physics

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
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    63 reviews

    Advanced · Course · 1 - 3 Months

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

  • Machine Learning Algorithms with Python in Business Analytics: University of Illinois Urbana-Champaign
  • ¿Cómo viajamos por la ciudad? Asignación y equilibrio en redes de transporte.: Pontificia Universidad Católica de Chile
  • Capstone Project: Advanced AI for Drug Discovery: LearnQuest
  • Approximation Algorithms Part II: École normale supérieure
  • Gestión del análisis de datos: Johns Hopkins University
  • MAYA Architecture - Setting Up Interior Floor Map: EDUCBA
  • Applied Calculus with Python: Johns Hopkins University
  • Accounting Fundamentals: Corporate Finance Institute
  • Nouveaux modèles économiques des associations: ESSEC Business School
  • Las estaciones del año y el clima: Universidad Nacional Autónoma de México

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