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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 Michigan

    Developing and Deploying a Complete Django Web Application

    Skills you'll gain: Ajax, jQuery, JSON, Django (Web Framework), Web Applications, Javascript, Debugging, Database Design, Data Modeling, User Accounts, Object Oriented Programming (OOP), Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    292 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Ciberseguridad

    Skills you'll gain: IT Security Architecture, Computer Security Incident Management, Network Security, Incident Response, Cryptography, Digital Forensics, Security Requirements Analysis, Penetration Testing, Information Systems Security, Threat Detection, Cloud Security, Vulnerability Assessments, Threat Modeling, Encryption, Cybersecurity, Vulnerability Management, Exploitation techniques, Data Security, Security Management, Personally Identifiable Information

    4.7
    Rating, 4.7 out of 5 stars
    ·
    524 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Linear Kalman Filter Deep Dive (and Target Tracking)

    Skills you'll gain: Estimation, Advanced Mathematics, Mathematical Modeling, Control Systems, Matlab, Linear Algebra, Statistical Methods, Predictive Analytics, Applied Mathematics, Time Series Analysis and Forecasting, Forecasting, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Build and Operate Machine Learning Solutions with Azure

    Skills you'll gain: Microsoft Azure, MLOps (Machine Learning Operations), Databricks, Cloud Computing, Data Ethics, Model Deployment, Data Pipelines, Data Preprocessing, Responsible AI, Machine Learning, Model Evaluation, Information Privacy, Continuous Monitoring, Data Security, Performance Tuning

    3.7
    Rating, 3.7 out of 5 stars
    ·
    69 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Tecnológico de Monterrey

    Física: Vectores, Trabajo y Energía

    Skills you'll gain: Calculus, Applied Mathematics, Physics, Geometry, Visualization (Computer Graphics), Graphing, Mathematical Modeling, Trigonometry

    4.2
    Rating, 4.2 out of 5 stars
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    182 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Copenhagen Business School

    Social Business Model and Planning for Social Innovation

    Skills you'll gain: Team Oriented, Business Planning, Social Impact, Organizational Structure, Business Modeling, Entrepreneurship, Business Strategy, Fundraising, Value Propositions, Financial Planning, Investments, Presentations

    4.7
    Rating, 4.7 out of 5 stars
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    123 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    2

    28DIGITAL

    Sustainable Digital Innovation

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Business Transformation, Digital Transformation, Environmental Social And Corporate Governance (ESG), Innovation, Governance, Stakeholder Engagement, Sustainability Reporting, Business Leadership, Business Strategies, Business Modeling, Market Opportunities, Value Propositions

    4.5
    Rating, 4.5 out of 5 stars
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    200 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Virginia Darden School Foundation

    Generative AI in Marketing

    Skills you'll gain: Large Language Modeling, Customer Insights, ChatGPT, Branding, Design Thinking, Keyword Research, Search Engine Marketing, Pay Per Click Advertising, Brand Awareness, Brand Strategy, Digital Marketing, Marketing Design, Generative AI, Customer experience strategy (CX), Marketing Management, Marketing Strategy and Techniques, Personalized Service, Prompt Engineering, AI Personalization, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    151 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Politecnico di Milano

    Smart Teaching and Learning with AI

    Skills you'll gain: Blended Learning, Pedagogy, Large Language Modeling, Digital pedagogy, LLM Application, Instructional Design, Learning Strategies, Education Software and Technology, Interactive Learning, Educational Materials, AI Personalization, Innovation, Differentiated Instruction, Lifelong Learning, AI Enablement, Human Learning, Solution Design, Adult Learning Principles, Prompt Engineering Tools, Artificial Intelligence

    4.9
    Rating, 4.9 out of 5 stars
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    869 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Project Management Capstone

    Skills you'll gain: Peer Review, Project Management, Project Management Life Cycle, Agile Project Management, Project Risk Management, Project Portfolio Management, Project Closure, Project Controls, Work Breakdown Structure, Backlogs, User Story, Sprint Planning, Scrum (Software Development), Project Planning, Project Documentation, Project Performance, Management Reporting, Risk Management, Recruitment, Leadership

    4.9
    Rating, 4.9 out of 5 stars
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    115 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Data Visualization

    Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Data Architecture, Data Cleansing, Data Transformation, Database Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    153 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Preview
    Preview
    P

    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, Model Evaluation, Logistic Regression, Spatial Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    462 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Developing and Deploying a Complete Django Web Application: University of Michigan
  • Ciberseguridad: Universidad de los Andes
  • Linear Kalman Filter Deep Dive (and Target Tracking): University of Colorado System
  • Build and Operate Machine Learning Solutions with Azure: Microsoft
  • Física: Vectores, Trabajo y Energía: Tecnológico de Monterrey
  • Social Business Model and Planning for Social Innovation: Copenhagen Business School
  • Sustainable Digital Innovation: 28DIGITAL
  • Generative AI in Marketing: University of Virginia Darden School Foundation
  • Smart Teaching and Learning with AI: Politecnico di Milano
  • Project Management Capstone: IBM

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