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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

    University of Virginia

    Pensamiento de diseño para la innovación

    Skills you'll gain: Design Thinking, Creative Problem-Solving, Ideation, Innovation, Creativity, Storytelling, Human Centered Design, Strategic Thinking, Data Visualization, Growth Mindedness, Test Tools, Entrepreneurship, Case Studies, Business Modeling, Peer Review

    4.8
    Rating, 4.8 out of 5 stars
    ·
    107 reviews

    Beginner · Course · 1 - 3 Months

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    P

    Pearson

    Certified Associate in Project Management (CAPM)® Exam: Unit 1

    Skills you'll gain: Business Analysis, Project Management Institute (PMI) Methodology, Project Management, Project Management Life Cycle, Project Scoping, Project Risk Management, Agile Methodology, Change Management

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Predict Ad Clicks Using Logistic Regression and XG-Boost

    Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Customer Analysis, Predictive Modeling, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Logistic Regression, Data Cleansing, Data Manipulation, Advertising, Digital Advertising, Performance Analysis, Machine Learning, Python Programming, Deep Learning

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    U

    University of Michigan

    Securing Digital Democracy

    Skills you'll gain: Cyber Security Policies, Security Engineering, Information Systems Security, Cybersecurity, Security Awareness, Threat Modeling, Policy Analysis, Political Sciences, Vulnerability Assessments, Public Policies, Human Factors, Human Computer Interaction, Usability, Software Testing

    4.8
    Rating, 4.8 out of 5 stars
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    171 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    B

    Banco Interamericano de Desarrollo

    Natural Disaster and Climate Change Risk Assessment

    Skills you'll gain: Failure Analysis, Risk Analysis, Risk Modeling, Feasibility Studies, Risk Management, Project Risk Management, Analysis, Risk Mitigation, Business Risk Management, Mitigation, Hazard Analysis, Business Priorities, Financial Analysis, Disaster Recovery, Cost Benefit Analysis, Climate Change Adaptation, Investment Management, Governance, Resilience, Environment

    4.6
    Rating, 4.6 out of 5 stars
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    354 reviews

    Advanced · Specialization · 1 - 3 Months

  • U

    University of Maryland, College Park

    Cybersecurity Capstone Project

    Skills you'll gain: Application Security, Secure Coding, Vulnerability Assessments, Security Software, Security Testing, Cybersecurity, Collaborative Software, Threat Modeling, Debugging, Systems Design

    4.3
    Rating, 4.3 out of 5 stars
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    158 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Pittsburgh

    Linear Algebra and Regression Fundamentals for Data Science

    Skills you'll gain: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Amazon Web Services

    Getting Started with AWS Generative AI for Developers

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI, Large Language Modeling, LLM Application, Embeddings, Model Deployment, Artificial Intelligence, Application Programming Interface (API)

    4.5
    Rating, 4.5 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 4 Weeks

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    N

    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Feature Engineering, Supervised Learning, Machine Learning Algorithms, Random Forest Algorithm, Deep Learning, Classification Algorithms, Machine Learning, Applied Machine Learning, Decision Tree Learning, Artificial Neural Networks, Model Evaluation, Dimensionality Reduction, Logistic Regression, Regression Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    35 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado System

    Time, Change, and Decisions for Marketing

    Skills you'll gain: Marketing Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Data-Driven Decision-Making, Forecasting, Marketing Strategies, Strategic Decision-Making, Strategic Leadership, Time Series Analysis and Forecasting, Statistical Modeling, Simulation and Simulation Software, Predictive Analytics, Customer Retention, Reinforcement Learning

    Intermediate · Course · 1 - 4 Weeks

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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, Data Strategy, Management Reporting, Analytical Skills, Statistical Inference, Statistical Modeling, Data Presentation, Team Leadership, Statistical Methods, Communication

    4.6
    Rating, 4.6 out of 5 stars
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    103 reviews

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Predict Taxi Fare with a BigQuery ML Forecasting Model

    Skills you'll gain: Model Evaluation, Big Data, Predictive Modeling, Google Cloud Platform, Applied Machine Learning, Predictive Analytics, Machine Learning Software, Forecasting, Data Management, Machine Learning

    Intermediate · Project · Less Than 2 Hours

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

  • Pensamiento de diseño para la innovación: University of Virginia
  • Certified Associate in Project Management (CAPM)® Exam: Unit 1: Pearson
  • Predict Ad Clicks Using Logistic Regression and XG-Boost: Coursera
  • Securing Digital Democracy: University of Michigan
  • Natural Disaster and Climate Change Risk Assessment: Banco Interamericano de Desarrollo
  • Cybersecurity Capstone Project: University of Maryland, College Park
  • Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
  • Getting Started with AWS Generative AI for Developers: Amazon Web Services
  • 機器學習技法 (Machine Learning Techniques): National Taiwan University
  • Time, Change, and Decisions for Marketing: University of Colorado System

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