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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


  • D

    Duke University

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Data Manipulation, Large Language Modeling, Python Programming, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    46 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Visual Basic Programming: Inheritance and Polymorphism

    Skills you'll gain: File I/O, Unified Modeling Language, Visual Basic (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Data Modeling, Microsoft Development Tools, Computer Programming, .NET Framework, Software Engineering, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Peking University

    软件工程

    Skills you'll gain: Software Engineering, Object Oriented Design, Software Testing, Software Development Tools, Unified Modeling Language, Development Environment, Requirements Analysis, Agile Software Development, Agile Methodology, Test Case, Software Development Life Cycle, Software Development Methodologies, Functional Requirement, User Requirements Documents, Software Quality Assurance, Systems Analysis, Software Development, Software Design, Systems Design, Software Architecture

    4.6
    Rating, 4.6 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Healthcare Data Models

    Skills you'll gain: Data Integration, Data Validation, Data Quality, Data Cleansing, Data Modeling, Health Informatics, Data Transformation, Data Warehousing, Star Schema, Health Information Management, Data Analysis, Analytics, Electronic Medical Record, Database Systems, Relational Databases

    4.6
    Rating, 4.6 out of 5 stars
    ·
    56 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gemini for Data Scientists and Analysts

    Skills you'll gain: Google Gemini, Customer Insights, Customer Analysis, Customer Data Management, Big Data, Google Cloud Platform, Marketing Analytics, Generative AI, Data Analysis, Marketing Strategies, Machine Learning Methods, Predictive Analytics, Forecasting, Query Languages

    4
    Rating, 4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of California, Irvine

    Emergent Phenomena in Science and Everyday Life

    Skills you'll gain: Systems Thinking, Analysis, General Science and Research, Materials science, Simulations, Biology, Mathematical Modeling, Physics, Psychology, Computational Logic, Mechanics, Applied Mathematics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    164 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Tecnológico de Monterrey

    2.- El Cálculo - Modelo Cuadrático

    Skills you'll gain: Education Software and Technology, Calculus, Applied Mathematics, Algebra, Mathematical Modeling, Mathematics Education, Graphing, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    341 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Securing Digital Democracy

    Skills you'll gain: Cyber Security Policies, Security Engineering, Information Systems Security, Cybersecurity, Security Awareness, Threat Modeling, Policy Analysis, Political Sciences, Vulnerability Assessments, Public Policies, Human Factors, Human Computer Interaction, Usability, Software Testing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    171 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Foundational Mathematics for AI

    Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Statistics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Integral Calculus, Dimensionality Reduction, Graphing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Requirements Specifications: Goals and Conflict Analysis

    Skills you'll gain: Requirements Analysis, Security Requirements Analysis, Requirements Elicitation, Requirements Management, Goal Setting, Meeting Facilitation, Conflict Management, Risk Analysis, Diagram Design, Stakeholder Engagement, Negotiation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    66 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    L

    Lund University

    Fundamentals of particle accelerator technology (NPAP MOOC)

    Skills you'll gain: Radiation Therapy, electromagnetics, High Voltage, Medical Devices, Engineering, Scientific, and Technical Instruments, Electrical Engineering, Electronics, Electronics Engineering, Medical Equipment and Technology, Physics, Equipment Design, Electrical Power, Materials science, Simulation and Simulation Software, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    105 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Manajemen Proyek Google

    Skills you'll gain: Project Closure, Milestones (Project Management), Project Implementation, Quality Management, Backlogs, Scope Management, Agile Project Management, Project Scoping, Sprint Retrospectives, Project Documentation, Project Planning, Requirements Analysis, Continuous Improvement Process, Team Leadership, Stakeholder Analysis, Agile Methodology, Quality Monitoring, Organizational Skills, Project Management Life Cycle, Project Management

    5
    Rating, 5 out of 5 stars
    ·
    825 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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

  • Introduction to Retrieval Augmented Generation (RAG): Duke University
  • Visual Basic Programming: Inheritance and Polymorphism: LearnQuest
  • 软件工程: Peking University
  • Healthcare Data Models: University of California, Davis
  • Gemini for Data Scientists and Analysts: Google Cloud
  • Emergent Phenomena in Science and Everyday Life: University of California, Irvine
  • 2.- El Cálculo - Modelo Cuadrático: Tecnológico de Monterrey
  • Securing Digital Democracy: University of Michigan
  • Foundational Mathematics for AI: Johns Hopkins University
  • Requirements Specifications: Goals and Conflict Analysis: University of Colorado System

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