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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: Preview
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    P

    Pontificia Universidad Católica de Chile

    Explorando la Energía Sustentable

    Skills you'll gain: Climate Change Mitigation, Energy and Utilities, Sustainable Technologies, Sustainable Development, Systems Of Measurement, Climate Change Adaptation, Environmental Policy, Physical Science, Environmental Science, Electric Power Systems, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    729 reviews

    Beginner · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Introduction to Architecting Smart IoT Devices

    Skills you'll gain: Embedded Software, Unified Modeling Language, Embedded Systems, Internet Of Things, Software Development Life Cycle, Systems Architecture, Systems Design, Technical Design, Systems Engineering, Real-Time Operating Systems, Prototyping, Requirements Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    311 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Portfolio Diversification using Correlation Matrix

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Management, Financial Market, Financial Modeling, Investments, Correlation Analysis, Market Data, Return On Investment, Analysis, Statistics

    4.5
    Rating, 4.5 out of 5 stars
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    290 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    U

    University of Colorado System

    Software Design Methods and Tools

    Skills you'll gain: Unified Modeling Language, Unit Testing, Software Design, Data Flow Diagrams (DFDs), Object Oriented Design, Software Engineering, Software Development Tools, Software Testing, Program Development, Software Architecture, Ethical Standards And Conduct, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    159 reviews

    Intermediate · Course · 1 - 3 Months

  • 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
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    69 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    T

    Tecnológico de Monterrey

    Mentalidad Emprendedora

    Skills you'll gain: Innovation, Entrepreneurship, Corporate Strategy, Business Strategy, Business Modeling, Value Propositions, Lean Methodologies, Growth Strategies, Market Opportunities, Product Development, Trend Analysis, Customer Insights

    4.8
    Rating, 4.8 out of 5 stars
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    236 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    PMP Exam Prep: Project Management Principles

    Skills you'll gain: Project Management, Project Management Institute (PMI) Methodology, Agile Project Management, Milestones (Project Management), Project Schedules, Stakeholder Management, Project Documentation, Stakeholder Engagement, Stakeholder Communications, Engineering Documentation

    4.5
    Rating, 4.5 out of 5 stars
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    106 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Portfolio Optimization using Markowitz Model

    Skills you'll gain: Portfolio Management, Portfolio Risk, Financial Modeling, Correlation Analysis, Investment Management, Financial Analysis, Risk Modeling

    4.4
    Rating, 4.4 out of 5 stars
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    328 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    Y

    Yonsei University

    Valuation for Startups Using Multiple Approach

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Business Valuation, Income Statement, Entrepreneurial Finance, Balance Sheet, Cash Flows, Financial Analysis, Financial Modeling, Case Studies, Revenue Forecasting

    4.2
    Rating, 4.2 out of 5 stars
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    95 reviews

    Beginner · Course · 1 - 3 Months

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    I

    Indian School of Business

    A Beginner's Guide to Investing

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Income Statement, Portfolio Management, Financial Accounting, Balance Sheet, Investments, Financial Modeling, Investment Management, Securities Trading, Cash Flows, Financial Market, Market Dynamics, Market Data, Return On Investment, Risk Analysis, Risk Management

    3.2
    Rating, 3.2 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    H

    H2O.ai

    Practical Machine Learning on H2O

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Deep Learning, Autoencoders, Anomaly Detection, Applied Machine Learning, Machine Learning, Supervised Learning, Decision Tree Learning, Predictive Modeling, Classification Algorithms, Data Preprocessing, Random Forest Algorithm, Data Manipulation, Feature Engineering, Dimensionality Reduction

    4.5
    Rating, 4.5 out of 5 stars
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    74 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Principles of fMRI 2

    Skills you'll gain: Magnetic Resonance Imaging, Data Analysis, Analytical Skills, Image Analysis, Statistical Analysis, Advanced Analytics, Network Analysis, Psychology, Time Series Analysis and Forecasting, Matlab, Neurology, Statistical Modeling, Statistical Methods

    4.7
    Rating, 4.7 out of 5 stars
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    249 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Explorando la Energía Sustentable: Pontificia Universidad Católica de Chile
  • Introduction to Architecting Smart IoT Devices: 28DIGITAL
  • Portfolio Diversification using Correlation Matrix: Coursera
  • Software Design Methods and Tools: University of Colorado System
  • Build and Operate Machine Learning Solutions with Azure: Microsoft
  • Mentalidad Emprendedora: Tecnológico de Monterrey
  • PMP Exam Prep: Project Management Principles : University of Maryland, College Park
  • Portfolio Optimization using Markowitz Model: Coursera
  • Valuation for Startups Using Multiple Approach: Yonsei University
  • A Beginner's Guide to Investing: Indian School of Business

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