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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: New
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    Status: Free Trial
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    S

    SAS

    SAS Machine Learning Engineer

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    103 reviews

    Advanced · Professional Certificate · 3 - 6 Months

  • Status: New
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    IBM

    IBM Hybrid Cloud Architect

    Skills you'll gain: Cloud-Native Computing, Infrastructure as Code (IaC), Cloud Storage, Hybrid Cloud Computing, Systems Analysis, Process Improvement, Cloud Security, Cloud Computing, Cloud Development, Cloud Engineering, Requirements Analysis, Data Modeling, Multi-Cloud, DevOps, Docker (Software), Solution Design, Microservices, Infrastructure As A Service (IaaS), Information Technology, Agile Software Development

    4.6
    Rating, 4.6 out of 5 stars
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    7.7K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: New
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    Creo Incubator

    The Entrepreneurial Toolkit

    Skills you'll gain: Go To Market Strategy, Ideation, Growth Strategies, Entrepreneurial Finance, Entrepreneurship, Market Analysis, Brand Strategy, Marketing Strategies, Financial Forecasting, Product Marketing, Business Planning, Creative Problem-Solving, Business Valuation, Fundraising, Business Development, Product Management, Mergers & Acquisitions, Market Research, Financial Modeling, Critical Thinking and Problem Solving

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    G

    Georgia Institute of Technology

    Mechanics of Materials I: Fundamentals of Stress & Strain and Axial Loading

    Skills you'll gain: Structural Analysis, Mechanical Engineering, Failure Analysis, Engineering Analysis, Mechanics, Materials science, Engineering Calculations, Civil Engineering, Mathematical Modeling, Trigonometry

    4.8
    Rating, 4.8 out of 5 stars
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    3.5K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Status: AI skills
    AI skills
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    DeepLearning.AI

    DeepLearning.AI Data Analytics

    Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics

    4.8
    Rating, 4.8 out of 5 stars
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    246 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Preview
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    D

    Duke University

    Introduction to Machine Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Logistic Regression, Transfer Learning, Reinforcement Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Applied Machine Learning, Natural Language Processing, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging

    4.7
    Rating, 4.7 out of 5 stars
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    3.8K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    SAS

    SAS Certification Practice Exams

    Skills you'll gain: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Duke University

    Managing Big Data with MySQL

    Skills you'll gain: Database Design, MySQL, Relational Databases, SQL, Data Modeling, Databases, Business Intelligence, Big Data, Business Analysis, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    4.1K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Washington

    Computational Neuroscience

    Skills you'll gain: Supervised Learning, Network Model, Matlab, Machine Learning Algorithms, Artificial Neural Networks, Neurology, Computer Science, Reinforcement Learning, Computational Thinking, Bioinformatics, Mathematical Modeling, Physiology, Recurrent Neural Networks (RNNs), Biology, Linear Algebra, Statistical Methods, Information Architecture, Differential Equations, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    3D Printing and Additive Manufacturing

    Skills you'll gain: 3D Modeling, Design Thinking, Autodesk, Design Software, 3D Assets, Creative Thinking, Intellectual Property, Conceptual Design, Hardware Troubleshooting, Computer-Aided Design, Visualization (Computer Graphics), Product Design, Computer Hardware, Innovation, Solution Design, Manufacturing Processes, Computer Graphics, Prototyping, Emerging Technologies, Business Transformation

    4.6
    Rating, 4.6 out of 5 stars
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    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Google Gemini, Retrieval-Augmented Generation, Responsible AI, Generative AI, Google Workspace, AI Enablement, AI Security, AI Workflows, AI Product Strategy, Google Cloud Platform, Large Language Modeling, Prompt Patterns, Customer experience improvement, Technology Strategies, Cloud Computing, Business Strategy, Artificial Intelligence, Collaboration

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    U

    Universidades Anáhuac

    Introducción al Emprendimiento Contexto y Perfil Emprendedor

    Skills you'll gain: Entrepreneurship, Business Modeling, Business Strategy, Innovation, Business, New Business Development, Social Impact, Creativity, Market Opportunities, Self-Awareness, Adaptability

    Beginner · Course · 1 - 3 Months

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

  • SAS Machine Learning Engineer: SAS
  • IBM Hybrid Cloud Architect: IBM
  • The Entrepreneurial Toolkit: Creo Incubator
  • Mechanics of Materials I: Fundamentals of Stress & Strain and Axial Loading: Georgia Institute of Technology
  • DeepLearning.AI Data Analytics: DeepLearning.AI
  • Introduction to Machine Learning: Duke University
  • SAS Certification Practice Exams: SAS
  • Managing Big Data with MySQL: Duke University
  • Computational Neuroscience: University of Washington
  • 3D Printing and Additive Manufacturing: University of Illinois Urbana-Champaign

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