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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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    I

    IBM

    Generative AI: Foundation Models and Platforms

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), OpenAI, Hugging Face, Large Language Modeling, Prompt Engineering, IBM Cloud, Deep Learning, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    304 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Social Media Advertising

    Skills you'll gain: Social Media, Online Advertising, Digital Advertising, Social Media Marketing, Social Media Strategy, Social Media Campaigns, Advertising, Advertising Campaigns, Web Analytics, Content Performance Analysis, Facebook, Paid media, Instagram, Marketing Communications, Target Audience, Driving engagement, Business Ethics, Brand Awareness

    4.6
    Rating, 4.6 out of 5 stars
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    330 reviews

    Beginner · Course · 1 - 4 Weeks

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    É

    École Polytechnique Fédérale de Lausanne

    Éléments de Géomatique

    Skills you'll gain: Spatial Data Analysis, Geospatial Mapping, Geospatial Information and Technology, Geographic Information Systems, Spatial Analysis, Geostatistics, Global Positioning Systems, 3D Modeling, Visualization (Computer Graphics), Engineering, Scientific, and Technical Instruments, Engineering Calculations, Trigonometry, Systems Of Measurement, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
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    143 reviews

    Intermediate · Course · 1 - 3 Months

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    T

    Tecnológico de Monterrey

    Física: Dimensión y Movimiento

    Skills you'll gain: Integral Calculus, Graphing, Calculus, Systems Of Measurement, Mechanics, Physics, Mathematical Modeling, Applied Mathematics, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    210 reviews

    Mixed · Course · 1 - 3 Months

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    V

    Vanderbilt University

    Advanced Prompt Engineering for Everyone

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Generative AI, ChatGPT, AI Personalization, Anthropic Claude, LLM Application, Large Language Modeling, Artificial Intelligence, Context Management, Model Evaluation, Data Analysis, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
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    527 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado System

    Secure Software Design

    Skills you'll gain: Database Design, Software Design, Application Security, Vulnerability Assessments, Unified Modeling Language, Unit Testing, Threat Modeling, Usability Testing, User Interface and User Experience (UI/UX) Design, Data Flow Diagrams (DFDs), Open Web Application Security Project (OWASP), Software Architecture, Secure Coding, Object Oriented Design, Software Design Patterns, Database Management, Security Software, Systems Design, Software Development Life Cycle, Technical Design

    4.6
    Rating, 4.6 out of 5 stars
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    438 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Relational Database Design

    Skills you'll gain: Database Design, Database Management Systems, Relational Databases, Database Theory, Databases, Database Architecture and Administration, Data Modeling, Data Integrity, Diagram Design

    4.6
    Rating, 4.6 out of 5 stars
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    335 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    E

    ESSEC Business School

    Basics of entrepreneurship: thinking and doing

    Skills you'll gain: Business Modeling, Entrepreneurship, Business Planning, Business Risk Management, Risk Management, Teamwork, Design Thinking, Ideation, Planning, Strategic Thinking, Innovation, New Business Development, Creative Thinking, Decision Making, Open Mindset, Lean Methodologies

    4.8
    Rating, 4.8 out of 5 stars
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    127 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    N

    Northwestern University

    Modern Robotics, Course 4: Robot Motion Planning and Control

    Skills you'll gain: Robotics, Control Systems, Artificial Intelligence, Automation, Graph Theory, Algorithms, Virtual Environment, Simulation and Simulation Software, Mathematical Modeling, Data Structures, Linear Algebra

    4.9
    Rating, 4.9 out of 5 stars
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    136 reviews

    Intermediate · Course · 1 - 4 Weeks

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    J

    Johns Hopkins University

    Linear Algebra from Elementary to Advanced

    Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Mathematical Theory & Analysis, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, General Mathematics, Probability

    4.7
    Rating, 4.7 out of 5 stars
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    221 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    D

    DeepLearning.AI

    Browser-based Models with TensorFlow.js

    Skills you'll gain: Image Analysis, Tensorflow, Transfer Learning, Convolutional Neural Networks, Computer Vision, JSON, Model Deployment, Applied Machine Learning, Javascript, Data Processing, Real Time Data, Web Applications, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    Northwestern University

    Modern Robotics, Course 3: Robot Dynamics

    Skills you'll gain: Robotics, Simulation and Simulation Software, Mathematical Modeling, Mechanical Engineering, Vibrations, Algorithms, Torque (Physics), Control Systems, Applied Mathematics, Calculus, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    173 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI: Foundation Models and Platforms: IBM
  • Social Media Advertising: University of Colorado Boulder
  • Éléments de Géomatique: École Polytechnique Fédérale de Lausanne
  • Física: Dimensión y Movimiento: Tecnológico de Monterrey
  • Advanced Prompt Engineering for Everyone: Vanderbilt University
  • Secure Software Design: University of Colorado System
  • Relational Database Design: University of Colorado Boulder
  • Basics of entrepreneurship: thinking and doing : ESSEC Business School
  • Modern Robotics, Course 4: Robot Motion Planning and Control: Northwestern University
  • Linear Algebra from Elementary to Advanced: Johns Hopkins University

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