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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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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Risk Modeling, Classification And Regression Tree (CART), Decision Tree Learning, Credit Risk, Predictive Analytics, Random Forest Algorithm, Data Processing, Feature Engineering, Financial Modeling, Data Manipulation, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Supervised Learning, Performance Metric, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Introducción a los modelos de demanda de transporte

    Skills you'll gain: Data Collection, Transportation Operations, Surveys, Quantitative Research, Mathematical Modeling, Predictive Modeling, Statistical Methods, Regression Analysis, Supply And Demand, Spatial Analysis, Probability Distribution

    4.7
    Rating, 4.7 out of 5 stars
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    462 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Equivalent Circuit Cell Model Simulation

    Skills you'll gain: Simulation and Simulation Software, Mathematical Modeling, Electrical Engineering, Electronic Systems, Matlab, Predictive Modeling, Electrical Systems, Engineering Calculations, Laboratory Testing, Mathematical Software, Computational Logic, Basic Electrical Systems, Numerical Analysis, Estimation, Control Systems

    4.7
    Rating, 4.7 out of 5 stars
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    551 reviews

    Intermediate · Course · 1 - 3 Months

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    ESSEC Business School

    L'entrepreneuriat social : de l'envie au projet

    Skills you'll gain: Entrepreneurship, Value Propositions, Business Modeling, Sustainable Development, Needs Assessment, Corporate Sustainability, Business Strategy, Community Development, Business Planning, New Business Development, Innovation, Professional Networking, Market Research

    4.7
    Rating, 4.7 out of 5 stars
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    192 reviews

    Beginner · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Hacer negocios en América Latina

    Skills you'll gain: Social Studies, Business Strategy, Innovation, International Finance, Environmental Social And Corporate Governance (ESG), Financial Market, Global Marketing, World History, Economics, Business Economics, Business Development, Economic Development, Entrepreneurship, Socioeconomics, Corporate Strategy, Business Modeling, Sustainable Development, Competitive Analysis, Business, Political Sciences

    4.8
    Rating, 4.8 out of 5 stars
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    493 reviews

    Beginner · Specialization · 1 - 3 Months

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    Simplilearn

    AI, Automation, and Emerging Technology

    Skills you'll gain: Marketing Automation, Marketing Analytics, Digital Marketing, Marketing Strategies, Customer Analysis, Predictive Analytics, Artificial Intelligence, Search Engine Optimization, HubSpot CRM, Advertising, Customer experience improvement, Computer Vision

    Beginner · Course · 1 - 4 Weeks

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    Yale University

    Creating Change through Social Entrepreneurship

    Skills you'll gain: Design Thinking, Community Outreach, Organizational Structure, Stakeholder Engagement, Entrepreneurship, Sustainable Development, Research and Design, Business Modeling, Verbal Communication Skills, Advocacy, Innovation, Social Sciences, Fundraising, Performance Metric

    4.9
    Rating, 4.9 out of 5 stars
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    172 reviews

    Beginner · Course · 1 - 3 Months

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    SAS

    Introduction to Statistical Analysis: Hypothesis Testing

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, SAS (Software), Regression Analysis, Exploratory Data Analysis, Statistical Methods, Probability & Statistics, Statistical Modeling, Plot (Graphics), Data Literacy

    4.7
    Rating, 4.7 out of 5 stars
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    171 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Graphing, Applied Mathematics, Data Science, Mathematical Theory & Analysis, Data Analysis, Statistical Methods, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    468 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Universidade de São Paulo

    Criação de Startups: Como desenvolver negócios inovadores

    Skills you'll gain: Market Analysis, Entrepreneurship, Market Opportunities, Business Modeling, User Research, Marketing, Product Development, Digital Marketing, New Business Development, Innovation, Business Development, Business Strategy, Process Validation, Growth Strategies, Business Operations, Investments, Presentations

    4.8
    Rating, 4.8 out of 5 stars
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    614 reviews

    Beginner · Course · 1 - 3 Months

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    University of London

    Quantitative Foundations for International Business

    Skills you'll gain: Business Mathematics, Linear Algebra, Mathematical Modeling, Calculus, Financial Modeling, Algebra, Business Economics, Graphing

    4.1
    Rating, 4.1 out of 5 stars
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    424 reviews

    Mixed · Course · 1 - 4 Weeks

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    Free Trial
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    IBM

    Penetration Testing, Threat Hunting, and Cryptography

    Skills you'll gain: Cyber Threat Hunting, Cyber Threat Intelligence, Threat Modeling, Penetration Testing, Threat Detection, MITRE ATT&CK Framework, Cryptography, Security Testing, Application Security, Encryption, Cybersecurity, Vulnerability Scanning, Open Web Application Security Project (OWASP), Vulnerability Assessments, Exploitation techniques, Test Planning

    4.6
    Rating, 4.6 out of 5 stars
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    2.5K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Introducción a los modelos de demanda de transporte: Pontificia Universidad Católica de Chile
  • Equivalent Circuit Cell Model Simulation: University of Colorado Boulder
  • L'entrepreneuriat social : de l'envie au projet: ESSEC Business School
  • Hacer negocios en América Latina: Pontificia Universidad Católica de Chile
  • AI, Automation, and Emerging Technology: Simplilearn
  • Creating Change through Social Entrepreneurship: Yale University
  • Introduction to Statistical Analysis: Hypothesis Testing: SAS
  • Expressway to Data Science: Essential Math: University of Colorado Boulder
  • Criação de Startups: Como desenvolver negócios inovadores: Universidade de São Paulo

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