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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
    Free Trial
    A

    Arizona State University

    Rapid Prototyping Using 3D Printing

    Skills you'll gain: Engineering Design Process, Prototyping, Engineering Drawings, Product Design, Product Development, Hardware Design, Research and Design, 3D Modeling, Mockups, Industrial Design, Development Testing, Computer-Aided Design, Usability Testing, Design Specifications, Manufacturing Processes, Cost Estimation, Materials science, Ideation, Mechanical Engineering, User Feedback

    4.6
    Rating, 4.6 out of 5 stars
    ·
    116 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
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    U

    Universitat de Barcelona

    Estrategias para ganar. Meteorología en la vuelta al mundo

    Skills you'll gain: Telecommunications, Physical Science, Time Series Analysis and Forecasting, Climate Change Adaptation, Safety Assurance, Global Positioning Systems, Communication Systems, Mathematical Modeling, Electronic Systems

    4.7
    Rating, 4.7 out of 5 stars
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    180 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of New Mexico

    Desarrollo de Aplicaciones Web: Conceptos Básicos

    Skills you'll gain: Middleware, Web Applications, Git (Version Control System), Ruby on Rails, Agile Software Development, User Interface (UI) Design, Software Architecture, Software Development, Full-Stack Web Development, Ajax, Model View Controller, Data Modeling, Database Development, Relational Databases, Javascript, Network Protocols

    4.3
    Rating, 4.3 out of 5 stars
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    143 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Advanced Deep Learning Methods for Healthcare

    Skills you'll gain: Deep Learning, Generative Model Architectures, Applied Machine Learning, Machine Learning Methods, Image Analysis, Graph Theory, Tensorflow, Artificial Neural Networks, PyTorch (Machine Learning Library), Health Informatics, Predictive Modeling, Unsupervised Learning, Natural Language Processing, Data Synthesis, Python Programming

    3.6
    Rating, 3.6 out of 5 stars
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    15 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of California, Davis

    SQL für Data Science

    Skills you'll gain: Data Governance, SQL, Data Quality, Data Manipulation, Database Design, Data Transformation, Query Languages, Data Modeling, Databases, Relational Databases, Data Analysis, Descriptive Statistics

    4.3
    Rating, 4.3 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Incrementar - Parte 2 y Controlar

    Skills you'll gain: Lean Six Sigma, Lean Manufacturing, Statistical Process Controls, Quality Improvement, Quality Control, Continuous Improvement Process, Predictive Modeling, Production Process, Process Improvement, Kanban Principles, Problem Management, Regression Analysis, Root Cause Analysis, Statistical Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    75 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    L

    LearnQuest

    Introduction to Data Science and scikit-learn in Python

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, NumPy, Data Analysis, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning, Classification And Regression Tree (CART), Data Science, Statistical Hypothesis Testing, Supervised Learning, Statistical Methods, Programming Principles, Data Structures

    3.7
    Rating, 3.7 out of 5 stars
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    52 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Data Science Fundamentals Part 2: Unit 3

    Skills you'll gain: Predictive Modeling, Statistical Modeling, Predictive Analytics, Regression Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Probability Distribution, Estimation, Supervised Learning, Machine Learning, Performance Metric

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Evolución

    Skills you'll gain: Biology, Life Sciences, Human Learning, Environment, World History, Cell Biology, Scientific Methods, European History, Taxonomy, Specimen Collection, Mathematical Modeling, Probability & Statistics

    4.8
    Rating, 4.8 out of 5 stars
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    366 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
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    N

    National Taiwan University

    普通物理學-電磁學、光學及近代物理 (General Physics (1))

    Skills you'll gain: Basic Electrical Systems, Physics, Electrical Systems, Electronics, Physical Science, Mechanics, Calculus, Mathematical Modeling, Experimentation, Scientific Methods, Innovation

    4.8
    Rating, 4.8 out of 5 stars
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    23 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
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    F

    Fractal Analytics

    Model Context Protocol (MCP) Mastery

    Skills you'll gain: Threat Modeling, LLM Application, Generative AI Agents, Application Security, Software Architecture, Systems Architecture, Security Controls, Security Engineering, Interoperability, Agentic systems, Real Time Data, Artificial Intelligence, Network Protocols, Generative AI

    4.5
    Rating, 4.5 out of 5 stars
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    45 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Supply Chain Optimization

    Skills you'll gain: Supply Chain Planning, Supply Chain Management, Inventory Management System, Process Optimization, Operations Management, Demand Planning, Resource Allocation, Capacity Management, Microsoft Excel, Cost Reduction, Simulation and Simulation Software, Mathematical Modeling, Probability Distribution

    4.5
    Rating, 4.5 out of 5 stars
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    51 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Rapid Prototyping Using 3D Printing: Arizona State University
  • Estrategias para ganar. Meteorología en la vuelta al mundo: Universitat de Barcelona
  • Desarrollo de Aplicaciones Web: Conceptos Básicos: University of New Mexico
  • Advanced Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign
  • SQL für Data Science: University of California, Davis
  • Incrementar - Parte 2 y Controlar: Tecnológico de Monterrey
  • Introduction to Data Science and scikit-learn in Python: LearnQuest
  • Data Science Fundamentals Part 2: Unit 3: Pearson
  • Evolución: Universidad Nacional Autónoma de México
  • 普通物理學-電磁學、光學及近代物理 (General Physics (1)): National Taiwan University

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