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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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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Differential Equations Part III Systems of Equations

    Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Linear Algebra, Calculus, Engineering Analysis, Mathematical Modeling

    4.2
    Rating, 4.2 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Solving ML Regression Problems with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Model Evaluation, Applied Machine Learning, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Amazon Web Services, Regression Analysis, Data Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Introduction to Computer Vision with TensorFlow

    Skills you'll gain: Model Evaluation, Tensorflow, Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Development Environment, Image Analysis, Machine Learning, Deep Learning, Data Persistence, Artificial Neural Networks

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Project · Less Than 2 Hours

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    E

    EDUCBA

    Machine Learning with R: Build, Analyze & Predict

    Skills you'll gain: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Model Evaluation, Decision Tree Learning

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    Advanced Capstone Spacecraft Dynamics and Control Project

    Skills you'll gain: Vibrations, Control Systems, Mechanics, Torque (Physics), Mechanical Engineering, Engineering Analysis, Engineering Calculations, Differential Equations, Mathematical Modeling, Simulation and Simulation Software

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Packt

    Advanced Machine Learning and Deep Learning

    Skills you'll gain: Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Tensorflow, Predictive Modeling, Dimensionality Reduction, Classification Algorithms, Time Series Analysis and Forecasting, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    D

    Dartmouth College

    Question Reality: Mind

    Skills you'll gain: Computational Logic, Theoretical Computer Science, Logical Reasoning, Experimentation, Artificial Intelligence, Computational Thinking, Mathematics and Mathematical Modeling, Simulations, Psychology, Science and Research, Scientific Methods, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    C

    Coursera

    GenAI for Data Science Teams

    Skills you'll gain: Generative AI, Data Ethics, AI Product Strategy, AI Enablement, Prompt Engineering, Responsible AI, Data Synthesis, Data-Driven Decision-Making, Data Preprocessing, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Parsons School of Design, The New School

    Utilizar Diseño Para Crear Soluciones de Negocio Innovadoras

    Skills you'll gain: Design Thinking, Business Modeling, Business Solutions, Growth Strategies, Business Process, Business Strategy, Innovation, Sustainable Business, Product Design, Design, Value Propositions, Market Analysis, User Experience, User Research

    4.9
    Rating, 4.9 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    T

    Tecnológico de Monterrey

    Fundamentals of entrepreneurship in the family business

    Skills you'll gain: Value Propositions, Entrepreneurship, Ideation, New Product Development, Business Modeling, Sales Presentations, Innovation, New Business Development, Business Planning, Presentations, Strategic Thinking, Business Strategies, Competitive Analysis, Market Research

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    B

    Board Infinity

    Machine Learning Fundamentals for Java Developers

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Model Deployment, Model Evaluation, Decision Tree Learning, Regression Analysis, Logistic Regression

    Beginner · Course · 1 - 4 Weeks

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    U

    University of California, Davis

    ‏SQL لعلوم البيانات

    Skills you'll gain: SQL, Data Manipulation, Data Analysis, Business Analytics, Query Languages, Databases, Relational Databases, Data Management, Data Modeling, Data Integration

    Beginner · Course · 1 - 4 Weeks

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

  • Differential Equations Part III Systems of Equations : Korea Advanced Institute of Science and Technology(KAIST)
  • Solving ML Regression Problems with AWS AutoGluon: Coursera
  • Introduction to Computer Vision with TensorFlow: Google Cloud
  • Machine Learning with R: Build, Analyze & Predict: EDUCBA
  • Advanced Capstone Spacecraft Dynamics and Control Project: University of Colorado Boulder
  • Advanced Machine Learning and Deep Learning: Packt
  • Question Reality: Mind: Dartmouth College
  • GenAI for Data Science Teams: Coursera
  • Utilizar Diseño Para Crear Soluciones de Negocio Innovadoras: Parsons School of Design, The New School
  • Fundamentals of entrepreneurship in the family business: Tecnológico de Monterrey

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