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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
    U

    University of California, Davis

    SQL for Data Science Capstone Project

    Skills you'll gain: Presentations, SQL, Descriptive Statistics, Data Storytelling, Data Analysis, Peer Review, Exploratory Data Analysis, Statistical Analysis, Data Modeling, Performance Metric, Business Analytics, Text Mining, Data Science, Target Audience, Data Manipulation, Proposal Development

    4.2
    Rating, 4.2 out of 5 stars
    ·
    251 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    É

    École Polytechnique

    Quantum Optics 2 - Two photons and more

    Skills you'll gain: Emerging Technologies, Telecommunications, Cryptography, Simulation and Simulation Software, Physics, Computing Platforms, Algorithms, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    130 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
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    C

    Coursera

    BIM Fundamentals: Smarter Building Design & Planning

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Document Management, Construction, Engineering Documentation, Architectural Drawing, Project Coordination, Computer-Aided Design, Digital Transformation, Architectural Design, Collaboration, 3D Modeling, Data Management, Data Modeling, Coordination, Data Visualization

    4.2
    Rating, 4.2 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Relational Database Design

    Skills you'll gain: Database Design, Relational Databases, Database Theory, Data Modeling, Unified Modeling Language, Database Management, Databases, Data Integrity, Dependency Analysis, Conceptual Design, Requirements Analysis

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
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    L

    LearnQuest

    Scrum Certification with AI

    Skills you'll gain: Responsible AI, Backlogs, AI Product Strategy, Data Ethics, Scrum (Software Development), Sprint Planning, Sprint Retrospectives, Generative AI Agents, Scaled Agile Framework, Artificial Intelligence, AI Personalization, Prompt Engineering, Agile Software Development, Agile Methodology, Agile Project Management, Agile Product Development, Prioritization, Generative AI, Predictive Analytics, Dependency Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Innovation and entrepreneurship

    Skills you'll gain: Design Thinking, Innovation, Business Modeling, Creative Problem-Solving, Entrepreneurship, Ideation, Lean Methodologies, Process Development, Creative Thinking, New Product Development, Creativity, Storytelling, Corporate Strategy, Team Management, Business Strategies, Business Strategy, Organizational Strategy, Customer experience improvement, Customer Engagement, Business Process

    4.4
    Rating, 4.4 out of 5 stars
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    80 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    Y

    Yonsei University

    Valuation and Financial Analysis For Startups

    Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Business Valuation, Financial Analysis, Cash Flow Forecasting, Strategic Decision-Making, Cost Benefit Analysis, Financial Modeling, Income Statement, Return On Investment, Entrepreneurial Finance, Cash Flows, Balance Sheet, Microsoft Excel, Financial Management, Investment Management, Financial Forecasting, Case Studies, Forecasting

    4.4
    Rating, 4.4 out of 5 stars
    ·
    504 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Python for Finance: Investment Fundamentals & Data Analytics

    Skills you'll gain: Portfolio Management, Risk Analysis, Investment Management, Time Series Analysis and Forecasting, Financial Modeling, Object Oriented Programming (OOP), Simulations, Regression Analysis, Jupyter, Python Programming, Pandas (Python Package), NumPy, Matplotlib, Data Manipulation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    GIS Data Acquisition and Map Design

    Skills you'll gain: Geographic Information Systems, Geospatial Mapping, Data Mapping, Spatial Data Analysis, Data Visualization, Metadata Management, Quantitative Research, Spatial Analysis, Typography, Data Manipulation, Data Modeling, Design Elements And Principles

    4.9
    Rating, 4.9 out of 5 stars
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    717 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI Primer

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, AI Product Strategy, Artificial Intelligence, Innovation, Large Language Modeling, Creative Problem-Solving, Human Machine Interfaces, Natural Language Processing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    418 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia Darden School Foundation

    Generative AI in Marketing

    Skills you'll gain: Large Language Modeling, Customer Insights, Digital Advertising, ChatGPT, Branding, Design Thinking, Keyword Research, Search Engine Marketing, Brand Awareness, Brand Strategy, Digital Marketing, Marketing Design, Generative AI, Customer experience strategy (CX), Marketing Strategy and Techniques, Business Marketing, AI Personalization, Customer Communications Management, Persona Development, Machine Learning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    144 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    NLP: Twitter Sentiment Analysis

    Skills you'll gain: Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Processing, Statistical Modeling, Data Transformation, Data Analysis, Python Programming, Applied Machine Learning, Supervised Learning, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    372 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • SQL for Data Science Capstone Project: University of California, Davis
  • Quantum Optics 2 - Two photons and more: École Polytechnique
  • BIM Fundamentals: Smarter Building Design & Planning: Coursera
  • Relational Database Design: Illinois Tech
  • Scrum Certification with AI: LearnQuest
  • Innovation and entrepreneurship: Tecnológico de Monterrey
  • Valuation and Financial Analysis For Startups: Yonsei University
  • Python for Finance: Investment Fundamentals & Data Analytics: Packt
  • GIS Data Acquisition and Map Design: University of Toronto
  • Generative AI Primer: Vanderbilt University

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