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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
    É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing

    Skills you'll gain: Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical and Computer Engineering, Embedded Systems, Electronic Systems, Electronics, Electronics Engineering, Engineering Analysis, Engineering Calculations, Programming Principles, Numerical Analysis, Advanced Mathematics, Algorithms, Linear Algebra, Calculus, Applied Mathematics, Data Mapping, Mathematical Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    790 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    LearnQuest

    Oracle Database Foundations

    Skills you'll gain: Oracle Databases, Database Design, Database Management Systems, Relational Databases, Databases, Database Architecture and Administration, Data Storage, Transaction Processing, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    468 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    UNSW Sydney (The University of New South Wales)

    How to Validate your Startup Idea

    Skills you'll gain: Entrepreneurship, Financial Modeling, Financial Statements, Value Propositions, Income Statement, New Product Development, Business Modeling, Business Development, Market Opportunities, Investment Management, Lean Methodologies, Strategic Partnership, Persona Development, Customer Analysis, Presentations

    4.1
    Rating, 4.1 out of 5 stars
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    150 reviews

    Mixed · Course · 1 - 3 Months

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    É

    École Polytechnique Fédérale de Lausanne

    Effective Programming in Scala

    Skills you'll gain: Scala Programming, Data Validation, Object Oriented Programming (OOP), Build Tools, Verification And Validation, Debugging, Software Design Patterns, Development Environment, Business Logic, Software Testing, Unit Testing, Data Structures, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    177 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    NVIDIA

    AI Infrastructure and Operations Fundamentals

    Skills you'll gain: Generative AI, Large Language Modeling, MLOps (Machine Learning Operations), Artificial Intelligence, Cloud Computing, Cloud Infrastructure, Infrastructure Architecture, Data Infrastructure, Artificial Neural Networks, IT Infrastructure, Information Technology Operations, Deep Learning, Network Infrastructure, Tensorflow, Hardware Architecture, Machine Learning, PyTorch (Machine Learning Library), Data Centers, Computer Architecture

    4.6
    Rating, 4.6 out of 5 stars
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    438 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Entrepreneurship II: Preparing for Launch

    Skills you'll gain: Entrepreneurship, Business Planning, Entrepreneurial Finance, Go To Market Strategy, New Product Development, Financial Forecasting, Business Development, Business Strategy, Growth Strategies, Financial Modeling, Fundraising and Crowdsourcing, Customer Acquisition Management, Financial Planning, Presentations, Team Management, Business Metrics

    4.8
    Rating, 4.8 out of 5 stars
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    760 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Pennsylvania

    AI Applications in People Management

    Skills you'll gain: People Analytics, HR Tech, Responsible AI, Human Resources, Data Ethics, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Employee Engagement, Machine Learning, Employee Retention, Blockchain, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    310 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Building Web Applications in Django

    Skills you'll gain: Django (Web Framework), Object-Relational Mapping, Database Design, SQL, Model View Controller, Databases, Object Oriented Programming (OOP), Web Applications, Data Modeling, Application Security, Hypertext Markup Language (HTML), Software Design Patterns, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    784 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Secure Software Design

    Skills you'll gain: Database Design, Software Design, Application Security, Vulnerability Assessments, Unified Modeling Language, Unit Testing, Threat Modeling, Usability Testing, User Interface and User Experience (UI/UX) Design, Open Web Application Security Project (OWASP), Software Architecture, Secure Coding, Software Design Patterns, Database Management, Software Engineering Tools, Security Software, Systems Design, Software Engineering, Software Development Life Cycle, Technical Design

    4.6
    Rating, 4.6 out of 5 stars
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    438 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI: Elevate Your Data Science Career

    Skills you'll gain: Generative AI, Exploratory Data Analysis, Data Ethics, Feature Engineering, Predictive Modeling, Prompt Engineering, Responsible AI, Data Science, Data Synthesis, Data Analysis, Data Visualization Software, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
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    247 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    S

    Starweaver

    Business Process Modelling

    Skills you'll gain: Business Workflow Analysis, Workflow Management, Process Improvement, Business Systems Analysis, Project Scoping, Process Management, Business Analysis, Service Design, System Design and Implementation, Business Management, Dataflow, Stakeholder Engagement, Stakeholder Communications

    4.7
    Rating, 4.7 out of 5 stars
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    111 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Siemens

    Intro to Siemens NX: Engineering Essentials and Part Design

    Skills you'll gain: 3D Modeling, Computer-Aided Design, Mechanical Design, Simulation and Simulation Software, Engineering Drawings, Prototyping, Engineering Software, Manufacturing Processes, Engineering Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    67 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Digital Signal Processing: École Polytechnique Fédérale de Lausanne
  • Oracle Database Foundations: LearnQuest
  • How to Validate your Startup Idea: UNSW Sydney (The University of New South Wales)
  • Effective Programming in Scala: École Polytechnique Fédérale de Lausanne
  • AI Infrastructure and Operations Fundamentals: NVIDIA
  • Entrepreneurship II: Preparing for Launch: University of Illinois Urbana-Champaign
  • AI Applications in People Management : University of Pennsylvania
  • Building Web Applications in Django: University of Michigan
  • Secure Software Design: University of Colorado System
  • Generative AI: Elevate Your Data Science Career: IBM

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