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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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    U

    Universitat de Barcelona

    The entrepreneur's guide for beginners

    Skills you'll gain: Entrepreneurship, Market Opportunities, Business Planning, Lean Methodologies, Business Modeling, New Business Development, Business Development, Fundraising, Value Propositions, Target Audience

    4.6
    Rating, 4.6 out of 5 stars
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    553 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Maryland, College Park

    Innovation for Entrepreneurs: From Idea to Marketplace

    Skills you'll gain: Commercialization, Product Planning, Innovation, New Product Development, Product Development, Team Building, Product Strategy, Entrepreneurship, Design Thinking, Product Testing, Customer Insights, Business Strategies, Team Motivation, Market Opportunities, User Research, Market Research, Team Management, Business Modeling, Technology Strategies, Value Propositions

    4.6
    Rating, 4.6 out of 5 stars
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    699 reviews

    Mixed · Course · 1 - 3 Months

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    Duke University

    Startup Valuation Methods

    Skills you'll gain: Financial Modeling, Entrepreneurial Finance, Business Valuation, Excel Formulas, Finance, Investments, Private Equity, Securities (Finance), Entrepreneurship, Cash Flows, Risk Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    747 reviews

    Intermediate · Course · 1 - 3 Months

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    K

    Knowledge Accelerators

    Dive Deeper into Data-Driven Decisions with Power BI

    Skills you'll gain: Power BI, Data Visualization, Dashboard, Data Presentation, Business Intelligence, Data Modeling, Data Import/Export, Interactive Data Visualization, Data Transformation, Data Visualization Software, Data Analysis Expressions (DAX), Data Storytelling, Pivot Tables And Charts, Data-Driven Decision-Making, Data Cleansing, Microsoft 365, Microsoft Teams, Key Performance Indicators (KPIs)

    Beginner · Course · 1 - 3 Months

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    C

    Coursera

    Strategic AI Governance

    Skills you'll gain: Responsible AI, Threat Modeling, MLOps (Machine Learning Operations), Security Testing, Secure Coding, Cost Management, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications

    Intermediate · Specialization · 3 - 6 Months

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    C

    Coursera

    Harden AI: Secure Your ML Pipelines

    Skills you'll gain: AI Security, Vulnerability Scanning, Hardening, DevSecOps, Vulnerability Assessments, Responsible AI, Identity and Access Management, MLOps (Machine Learning Operations), Infrastructure Security, Security Controls, Threat Modeling, Model Deployment, Model Evaluation, CI/CD, Continuous Monitoring, AI Personalization, Resilience, Compliance Management, Containerization, Engineering

    Intermediate · Course · 1 - 4 Weeks

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    2

    28DIGITAL

    Mastering Digital Twins

    Skills you'll gain: Digital Transformation, New Product Development, Business Modeling, Production Management, Business Process, Case Studies, Predictive Modeling

    4.1
    Rating, 4.1 out of 5 stars
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    463 reviews

    Beginner · Course · 1 - 4 Weeks

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    W

    Wesleyan University

    Data Analysis and Interpretation

    Skills you'll gain: Regression Analysis, Data Storytelling, Logistic Regression, Classification And Regression Tree (CART), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Statistical Software, Correlation Analysis, Exploratory Data Analysis, Data Manipulation, Decision Tree Learning, Data Presentation, Data Management, Data Analysis, Data Visualization, Model Evaluation, Data Literacy, Machine Learning, Statistics

    4.4
    Rating, 4.4 out of 5 stars
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    1.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    C

    Coursera

    GenAI for Data Analysts

    Skills you'll gain: Generative AI, Data Analysis, Advanced Analytics, Analytics, AI Product Strategy, Data Transformation, Predictive Analytics, Data Preprocessing, Machine Learning Algorithms, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    N

    National Taiwan University

    Operations Research

    Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Network Model, Applied Mathematics, Business Modeling, Industrial Engineering, Linear Algebra, Operations Management, Applied Machine Learning, Algorithms, Case Studies, Engineering Calculations, Feasibility Studies, Project Design, Engineering Management, Production Planning, Business Operations, Business Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    720 reviews

    Beginner · Specialization · 3 - 6 Months

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    S

    SkillUp

    Project, Stakeholder, and Requirements Management Fundamentals

    Skills you'll gain: Stakeholder Engagement, Communication Planning, Stakeholder Communications, User Story, Project Coordination, Requirements Analysis, Milestones (Project Management), Project Management Software, Business Analysis, Kanban Principles, Waterfall Methodology, Risk Management, Communication, Product Lifecycle Management, Prioritization

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    INSEAD

    Blockchain Revolution in Financial Services

    Skills you'll gain: Blockchain, Digital Assets, FinTech, Business Strategy, Strategic Decision-Making, Governance, Financial Services, Financial Regulation, Ledgers (Accounting), Work Breakdown Structure, Project Implementation, Business Modeling, Banking Services, Financial Systems, Project Design, Solution Design, Cryptography, Design, Emerging Technologies, Payment Systems

    4.7
    Rating, 4.7 out of 5 stars
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    1K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • The entrepreneur's guide for beginners: Universitat de Barcelona
  • Innovation for Entrepreneurs: From Idea to Marketplace: University of Maryland, College Park
  • Startup Valuation Methods: Duke University
  • Dive Deeper into Data-Driven Decisions with Power BI: Knowledge Accelerators
  • Strategic AI Governance: Coursera
  • Harden AI: Secure Your ML Pipelines: Coursera
  • Mastering Digital Twins: 28DIGITAL
  • Data Analysis and Interpretation: Wesleyan University
  • GenAI for Data Analysts: Coursera
  • Operations Research: National Taiwan University

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