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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
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    DeepLearning.AI

    Linear Algebra for Machine Learning and Data Science

    Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Machine Learning Methods, Data Transformation, Data Manipulation, Data Science, Applied Mathematics, Mathematical Modeling, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    2.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    AI CERTs

    AI Foundations & Industry Overview for Telecommunication

    Skills you'll gain: Natural Language Processing, Internet Of Things, Telecommunications, Data Pipelines, Network Troubleshooting, Automation, Artificial Intelligence and Machine Learning (AI/ML), Network Performance Management, Emerging Technologies, Wireless Networks, Generative AI Agents, Digital Communications, Generative AI, Artificial Intelligence, Network Architecture, Computer Networking, Network Protocols, Responsible AI, Communication, System Design and Implementation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Foundational Finance for Strategic Decision Making

    Skills you'll gain: Financial Modeling, Market Data, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, General Finance, Portfolio Management, Business Valuation, Corporate Finance, Capital Budgeting, Securities (Finance), Mortgage Loans, Risk Analysis, Financial Forecasting, Financial Market, Equities, Investments, Microsoft Excel

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    University of Pennsylvania

    Social Impact Strategy: Tools for Entrepreneurs and Innovators

    Skills you'll gain: Design Thinking, Performance Measurement, Sustainable Development, Innovation, Entrepreneurship, Business Modeling, Strategic Thinking, Socioeconomics, Project Design, Benchmarking, Needs Assessment, Growth Strategies, Market Opportunities, Market Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    U

    University of California, Davis

    Estimating and Bidding in Construction

    Skills you'll gain: Construction Estimating, Engineering Plans And Specifications, Blueprint Reading, Architectural Drawing, Cost Estimation, Building Information Modeling, Project Estimation, Risk Management, Project Risk Management, Cost Management, Project Controls, Engineering Drawings, Construction Management, Estimation, Bidding, Design Specifications, Construction, Risk Analysis, Presentations, Business Communication

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    Dartmouth College

    Foundations for Machine Learning

    Skills you'll gain: Probability & Statistics, Statistical Methods

    Intermediate · Course · 1 - 3 Months

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    A

    AI CERTs

    AI for Health & Nursing

    Skills you'll gain: Generative AI Agents, Generative AI, Health Informatics, Nurse Education, Clinical Informatics, Clinical Data Management, Healthcare Ethics, Nursing Process, Responsible AI, Nursing, Patient-centered Care, Nursing Practices, Health Care, Artificial Intelligence, Healthcare Industry Knowledge, Artificial Intelligence and Machine Learning (AI/ML), Basic Patient Care, Business Acumen, Physiology, Business

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Digital Product Management: Modern Fundamentals

    Skills you'll gain: New Product Development, Product Management, Innovation, Technical Product Management, Product Improvement, Customer Insights, Design and Product, Product Roadmaps, Design Thinking, Customer Engagement, Agile Methodology, Data-Driven Decision-Making, Web Analytics, Stakeholder Management, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    5.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    AWS Cloud Technology Consultant

    Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Large Language Modeling, Amazon CloudWatch, AWS CloudFormation, Amazon DynamoDB, Software Development Life Cycle, CI/CD, Amazon Web Services, Professional Networking, Prompt Engineering, IT Automation, Cloud Computing, Extract, Transform, Load, Software Architecture, Cloud Computing Architecture, Cloud Management, Data Management, Problem Solving, Teamwork

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    6.9K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Rutgers the State University of New Jersey

    Demand Analytics

    Skills you'll gain: Demand Planning, Customer Demand Planning, Regression Analysis, Data Collection, Supply Chain Planning, Statistical Analysis, Forecasting, Data Processing, Marketing Analytics, Predictive Analytics, Advanced Analytics, Trend Analysis, Predictive Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, Data Visualization, Data Visualization Software

    4.6
    Rating, 4.6 out of 5 stars
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    294 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Power BI and Power Platform for Productivity

    Skills you'll gain: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, Spreadsheet Software, No-Code Development, Data Transformation, Data Modeling, Data Visualization, Data Analysis, Business Intelligence

    4.5
    Rating, 4.5 out of 5 stars
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    687 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    E

    EDUCBA

    Forward Contracts: Analyze, Apply & Hedge

    Skills you'll gain: Derivatives, Risk Management, Credit Risk, International Finance, Contract Management, Financial Market, Financial Modeling, Market Dynamics, Cash Flows, Business Mathematics, Financial Analysis

    Mixed · Course · 1 - 4 Weeks

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

  • Linear Algebra for Machine Learning and Data Science: DeepLearning.AI
  • AI Foundations & Industry Overview for Telecommunication: AI CERTs
  • Foundational Finance for Strategic Decision Making: University of Michigan
  • Social Impact Strategy: Tools for Entrepreneurs and Innovators: University of Pennsylvania
  • Estimating and Bidding in Construction: University of California, Davis
  • Foundations for Machine Learning: Dartmouth College
  • AI for Health & Nursing: AI CERTs
  • Digital Product Management: Modern Fundamentals: University of Virginia
  • AWS Cloud Technology Consultant: Amazon Web Services
  • Demand Analytics: Rutgers the State University of New Jersey

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