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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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    IBM

    AI Capstone Project with Deep Learning

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, PyTorch (Machine Learning Library), Machine Learning Methods, Computer Vision, Geospatial Information and Technology, Machine Learning, Data Pipelines, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    677 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Universidad de Palermo

    Inteligencia Artificial (IA): Interacciones y prompts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, LLM Application, Artificial Intelligence, Responsible AI, Large Language Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    953 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Pennsylvania

    Retail Digital Supply Chain

    Skills you'll gain: Digital Transformation, Supply Chain Management, E-Commerce, Supply Chain, Analytics, Business Analytics, Business Technologies, Advanced Analytics, Descriptive Analytics, Customer Demand Planning, Customer experience strategy (CX), Predictive Analytics, Data-Driven Decision-Making

    4.5
    Rating, 4.5 out of 5 stars
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    124 reviews

    Beginner · Course · 1 - 4 Weeks

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    Stanford University

    Game Theory II: Advanced Applications

    Skills you'll gain: Game Theory, Bidding, Social Sciences, Resource Allocation, Political Sciences, Economics, Behavioral Economics, Mathematical Theory & Analysis, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    650 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado System

    Applied Kalman Filtering

    Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Simulations, Advanced Mathematics, Engineering Analysis, Time Series Analysis and Forecasting, Global Positioning Systems, Probability & Statistics, Systems Of Measurement, Applied Mathematics, Statistical Methods, Probability Distribution, Predictive Analytics, Computational Thinking, Predictive Modeling, Control Systems

    4.9
    Rating, 4.9 out of 5 stars
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    26 reviews

    Intermediate · Specialization · 3 - 6 Months

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    IBM

    Machine Learning Introduction for Everyone

    Skills you'll gain: Predictive Modeling, Machine Learning, Supervised Learning, Data Science, Artificial Intelligence, Deep Learning, Classification And Regression Tree (CART), Unsupervised Learning, Reinforcement Learning, Performance Metric

    4.6
    Rating, 4.6 out of 5 stars
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    296 reviews

    Beginner · Course · 1 - 4 Weeks

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    The Hong Kong University of Science and Technology

    Fibonacci Numbers and the Golden Ratio

    Skills you'll gain: Arithmetic, Geometry, Mathematical Theory & Analysis, Advanced Mathematics, Combinatorics, Algebra, Mathematical Modeling, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Corporate Finance I: Measuring and Promoting Value Creation

    Skills you'll gain: Mergers & Acquisitions, Financial Analysis, Finance, Financial Management, Capital Budgeting, Financial Statement Analysis, Corporate Finance, Financial Modeling, Investment Management, Return On Investment, Business Valuation, Financial Forecasting, Cash Flow Forecasting, Balance Sheet, Working Capital, Performance Measurement, Cash Flows, Risk Management

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    1.2K reviews

    Beginner · Course · 1 - 3 Months

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    Tecnológico de Monterrey

    Estrategias de Emprendimiento

    Skills you'll gain: Supplier Management, Business Planning, Entrepreneurship, Business Strategies, Growth Strategies, Business Development, Business Strategy, Business Modeling, Business Valuation, Market Opportunities, Financial Analysis, Strategic Marketing, Market Analysis, Presentations, Innovation

    4.8
    Rating, 4.8 out of 5 stars
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    83 reviews

    Beginner · Course · 1 - 3 Months

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    Yale University

    Creating Change through Social Entrepreneurship

    Skills you'll gain: Design Thinking, Community Outreach, Organizational Structure, Stakeholder Engagement, Entrepreneurship, Sustainable Development, Research and Design, Business Modeling, Verbal Communication Skills, Advocacy, Innovation, Social Sciences, Fundraising, Performance Metric

    4.9
    Rating, 4.9 out of 5 stars
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    172 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Introduction to Cybersecurity Fundamentals

    Skills you'll gain: Cybersecurity, Cyber Attacks, Data Security, Computer Security Awareness Training, Threat Modeling, Personally Identifiable Information, Security Awareness, Threat Management, Network Security, Information Privacy, Malware Protection, Mitigation

    4.6
    Rating, 4.6 out of 5 stars
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    896 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Current-Mode Control

    Skills you'll gain: Power Electronics, Control Systems, Electrical Engineering, Electronics, Simulations, Mathematical Modeling

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • AI Capstone Project with Deep Learning : IBM
  • Inteligencia Artificial (IA): Interacciones y prompts: Universidad de Palermo
  • Retail Digital Supply Chain: University of Pennsylvania
  • Game Theory II: Advanced Applications: Stanford University
  • Applied Kalman Filtering: University of Colorado System
  • Machine Learning Introduction for Everyone: IBM
  • Fibonacci Numbers and the Golden Ratio: The Hong Kong University of Science and Technology
  • Corporate Finance I: Measuring and Promoting Value Creation: University of Illinois Urbana-Champaign
  • Estrategias de Emprendimiento: Tecnológico de Monterrey
  • Creating Change through Social Entrepreneurship: Yale University

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