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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


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    Duke University

    Introduction to Machine Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Machine Learning Methods, Reinforcement Learning, Deep Learning, Image Analysis, Applied Machine Learning, Natural Language Processing, Machine Learning, 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

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    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process, Process Analysis, Process Improvement, Business Process Management, Data Mining, Business Process Modeling, Process Optimization, Data Processing, Real Time Data, Data Science, Verification And Validation, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Business Analytics

    Skills you'll gain: Data Storytelling, Data Governance, Marketing Analytics, Data Presentation, Data Visualization, Business Analytics, Accounting, Infographics, Data Management, Data Collection, Data Quality, Data Visualization Software, Internal Controls, Business Analysis, Analytics, Regression Analysis, Data Analysis, Advanced Analytics, Power BI, Machine Learning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

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    Status: AI skills
    AI skills
    M

    Microsoft

    Microsoft Business Analyst

    Skills you'll gain: Microsoft Power Platform, Excel Formulas, Process Flow Diagrams, Business Process Modeling, User Story, Business Requirements, Stakeholder Management, Data Modeling, Microsoft Excel, Software Development Life Cycle, Requirements Analysis, Requirements Elicitation, Quality Management, Pivot Tables And Charts, Microsoft Visio, Power BI, Microsoft Power Automate/Flow, Business Analysis, Scrum (Software Development), Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    1.4K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Università Bocconi

    Startup Calling: dall'idea all'impatto

    Skills you'll gain: Go To Market Strategy, Business Modeling, Entrepreneurship, Market Analysis, Fundraising, New Product Development, Product Development, User Research, Sales Strategy, Market Research, Customer Insights, Persona Development, Lean Methodologies, Interviewing Skills

    Beginner · Course · 1 - 4 Weeks

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    SkillUp

    Generative AI: Advancing Systems Analysis & Architecture

    Skills you'll gain: Business Process Modeling, Systems Analysis, Generative AI, Stakeholder Communications, Process Flow Diagrams, Business Workflow Analysis, Systems Architecture, Solution Architecture, Business Process Automation, LLM Application, Stakeholder Analysis, Technical Consulting, Software Architecture, Systems Thinking, Project Documentation

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Dartmouth College

    Foundations for Machine Learning

    Skills you'll gain: Probability & Statistics, Statistical Methods

    Intermediate · Course · 1 - 3 Months

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    Packt

    Finalizing, Rendering, and Presenting Your Victorian Scene

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Virtual Environment

    Intermediate · Course · 3 - 6 Months

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    AI CERTs

    AI for Medical Professionals

    Skills you'll gain: AI Personalization, Advanced Analytics, Applied Machine Learning

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Forward Contracts: Analyze, Apply & Hedge

    Skills you'll gain: Derivatives, Risk Management, Credit Risk, International Finance, Contract Management, Financial Market, Financial Modeling, Market Dynamics, Cash Flows, Business Mathematics, Financial Analysis

    Mixed · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Supervised Learning, Markov Model, Text Mining, Dimensionality Reduction, Large Language Modeling, Artificial Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Machine Learning Methods, Data Processing, Feature Engineering, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Algorithms, Keras (Neural Network Library), Unstructured Data, Probability & Statistics

    4.6
    Rating, 4.6 out of 5 stars
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    6.2K reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Science in Data Science

    Skills you'll gain: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning, Generative AI

    Earn a degree

    Degree · 1 - 4 Years

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

  • Introduction to Machine Learning: Duke University
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • Business Analytics: University of Illinois Urbana-Champaign
  • Microsoft Business Analyst: Microsoft
  • Startup Calling: dall'idea all'impatto: Università Bocconi
  • Generative AI: Advancing Systems Analysis & Architecture: SkillUp
  • Foundations for Machine Learning: Dartmouth College
  • Finalizing, Rendering, and Presenting Your Victorian Scene: Packt
  • AI for Medical Professionals: AI CERTs
  • Forward Contracts: Analyze, Apply & Hedge: EDUCBA

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