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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
    J

    Johns Hopkins University

    Social Media Analytics

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Database Theory, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Statistical Modeling

    4.3
    Rating, 4.3 out of 5 stars
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    16 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    É

    École Polytechnique

    Seismology to Earthquake Engineering

    Skills you'll gain: Vibrations, Structural Engineering, Structural Analysis, Engineering Analysis, Civil Engineering, Engineering, Engineering Calculations, Hazard Analysis, Mechanics, Physical Science, Simulation and Simulation Software, Mathematical Modeling, Experimentation, Laboratory Testing

    4.2
    Rating, 4.2 out of 5 stars
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    38 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Las estaciones del año y el clima

    Skills you'll gain: Environmental Issue, Physical Science, Climate Change Adaptation, Environment, Climate Change Mitigation, Geographic Information Systems, Environmental Science, Physics, Simulations, Experimentation, Mathematical Modeling, Scientific Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    381 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Artificial Intelligence with Python: Foundations to Projects

    Skills you'll gain: Unsupervised Learning, Seaborn, Matplotlib, Predictive Modeling, Supervised Learning, NumPy, Applied Machine Learning, Predictive Analytics, Dimensionality Reduction, Random Forest Algorithm, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Scatter Plots, Tensorflow, Data Visualization Software, Python Programming, Data Science, Machine Learning, Data Analysis

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Glasgow

    Informed Clinical Decision Making using Deep Learning

    Skills you'll gain: Deep Learning, Data Ethics, Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Medical Records, Clinical Informatics, Descriptive Analytics, Database Design, Electronic Medical Record, Responsible AI, Data Mining, Precision Medicine, Analytics, Relational Databases, Electocardiography, Machine Learning, Machine Learning Methods, Applied Machine Learning, Image Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    35 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    The University of Notre Dame

    Ethics of Technology

    Skills you'll gain: Data Ethics, Analytics, Responsible AI, Big Data, Data Analysis, Ethical Standards And Conduct, Machine Learning, Business Ethics, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Artificial Intelligence, Technology Strategies, Law, Regulation, and Compliance, Predictive Analytics, Social Justice, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Geneva

    The Diversity of Exoplanets

    Skills you'll gain: Scientific Methods, Scientific Visualization, Physical Science, Research, Quantitative Research, Physics, Mathematical Modeling, Simulations, Mechanics, Chemistry

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    Instituto Tecnológico de Aeronáutica

    Controle Usando a Resposta em Frequência

    Skills you'll gain: Control Systems, Process Control, Automation Engineering, Design Specifications, System Design and Implementation, Engineering Analysis, Performance Tuning, Engineering Calculations, Simulation and Simulation Software, Mathematical Modeling

    4.3
    Rating, 4.3 out of 5 stars
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    162 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Applying Systems Engineering to the Design Process

    Skills you'll gain: Systems Engineering, Design Reviews, Requirements Analysis, Engineering Management, Functional Design, Leadership, Systems Integration, Engineering Design Process, Software Systems, Technology Roadmaps, Reliability, Performance Measurement, Maintainability, Manufacturing Processes, Scalability

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    34 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    H

    Howard University

    Fundamentals of Business Problem Solving

    Skills you'll gain: Spreadsheet Software, Microsoft Excel, Data Modeling, Business Modeling, Business Analysis, Product Assortment, Business Process, Financial Modeling, Investment Management, Process Optimization, Business Strategy, Revenue Management, Decision Making, Resource Allocation

    4.7
    Rating, 4.7 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Knowledge Graphs for RAG

    Skills you'll gain: LangChain, Large Language Modeling, Query Languages, Data Storage, Semantic Web, Unstructured Data, Graph Theory, Text Mining

    4.7
    Rating, 4.7 out of 5 stars
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    88 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica de Chile

    ¿Cómo viajamos por la ciudad? Asignación y equilibrio en redes de transporte.

    Skills you'll gain: Transportation Operations, Network Routing, Supply And Demand, Network Analysis, Operations Research, Network Model, Mathematical Modeling, Capacity Management, Behavioral Economics, Game Theory, Economics, Algorithms, Applied Mathematics

    4.9
    Rating, 4.9 out of 5 stars
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    55 reviews

    Beginner · Course · 1 - 3 Months

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

  • Social Media Analytics: Johns Hopkins University
  • Seismology to Earthquake Engineering: École Polytechnique
  • Las estaciones del año y el clima: Universidad Nacional Autónoma de México
  • Artificial Intelligence with Python: Foundations to Projects: EDUCBA
  • Informed Clinical Decision Making using Deep Learning: University of Glasgow
  • Ethics of Technology: The University of Notre Dame
  • The Diversity of Exoplanets: University of Geneva
  • Controle Usando a Resposta em Frequência: Instituto Tecnológico de Aeronáutica
  • Applying Systems Engineering to the Design Process: University of Colorado Boulder
  • Fundamentals of Business Problem Solving: Howard University

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