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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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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Amazon

    Application Development

    Skills you'll gain: Git (Version Control System), Software Development Methodologies, Requirements Analysis, Version Control, Application Development, Software Development Life Cycle, Agile Software Development, Unified Modeling Language, Software Testing, JUnit, Agile Methodology, Spring Framework, Maintainability, Debugging, Java, Software Design Patterns, Technical Design, Unit Testing, User Interface (UI) Design

    4.8
    Rating, 4.8 out of 5 stars
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    36 reviews

    Beginner · Course · 1 - 3 Months

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    NIIT

    RESTful Microservices Using Node.js and Express

    Skills you'll gain: Node.JS, API Gateway, MySQL, Restful API, MongoDB, Microservices, NoSQL, Object-Relational Mapping, Application Programming Interface (API), Database Design, Relational Databases, Unit Testing, SQL, Databases, Data Persistence, Server Side, Application Deployment, Javascript, Software Documentation, Data Modeling

    3.7
    Rating, 3.7 out of 5 stars
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    114 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 1

    Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Computer Programming Tools, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
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    89 reviews

    Beginner · Course · 1 - 3 Months

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    Tecnológico de Monterrey

    Diseño e innovación de modelo de negocios

    Skills you'll gain: Business Modeling, Business Strategy, Business Process, Design Thinking, Storytelling, Business Strategies, Strategic Planning, Innovation, Entrepreneurship, Systems Thinking, New Business Development, Shared Media, Organizational Development, Business Development, Presentations, Business Research, Data Storytelling, Creative Thinking, Process Analysis, Diagram Design

    4.6
    Rating, 4.6 out of 5 stars
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    75 reviews

    Advanced · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    The Physics of Emergence: Introduction to Condensed Matter

    Skills you'll gain: Physics, Physical Science, Materials science, Chemistry, Mechanics, Advanced Mathematics, Mathematical Modeling, Computational Thinking, Simulations, Applied Mathematics, Calculus

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Beginner · Specialization · 1 - 3 Months

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    L&T EduTech

    Design of Digital Circuits with VHDL Programming

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Electronics Engineering, Hardware Design, Electronic Hardware, Computer Engineering, Verification And Validation, Computational Logic, Design Software, Integrated Development Environments, Schematic Diagrams, Simulations, Dataflow, Development Environment

    4.2
    Rating, 4.2 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Управление анализом данных

    Skills you'll gain: Data Presentation, Statistical Reporting, Data Collection, Data Analysis, Data Management, Analytical Skills, Management Reporting, Exploratory Data Analysis, Data Modeling, Coordination, Statistical Modeling, Communication

    4.8
    Rating, 4.8 out of 5 stars
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    49 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Light Emitting Diodes and Semiconductor Lasers

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronics, Electronics Engineering, Electronic Components, Materials science, Mathematical Modeling, Physics

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
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    49 reviews

    Advanced · Course · 1 - 3 Months

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    Coursera

    ServiceNow Basics: IT Automation & AI-Powered Workflows

    Skills you'll gain: ServiceNow, AI Workflows, Workflow Management, IT Service Management, Digital Transformation, AI Enablement, Business Process Automation, Self Service Technologies, Technical Support and Services, Service Improvement, Operational Efficiency, Predictive Modeling, Incident Management, Event Monitoring, Change Management, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Analyze Apple's Stock and Financials with Bloomberg Terminal

    Skills you'll gain: Market Data, Financial Statement Analysis, Financial Data, Equities, Financial Analysis, Data Analysis, Accounting and Finance Software, Financial Modeling, Technical Analysis, Business Analysis, Real Time Data

    4.2
    Rating, 4.2 out of 5 stars
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    39 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Instituto Tecnológico de Aeronáutica

    Controle Usando a Resposta em Frequência

    Skills you'll gain: Control Systems, Process Control, System Design and Implementation, Engineering Analysis, Performance Tuning, Engineering Calculations, Engineering Design Process, Simulation and Simulation Software, Mathematical Modeling

    4.3
    Rating, 4.3 out of 5 stars
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    162 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Application Development: Amazon
  • RESTful Microservices Using Node.js and Express: NIIT
  • Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)
  • Diseño e innovación de modelo de negocios: Tecnológico de Monterrey
  • The Physics of Emergence: Introduction to Condensed Matter: University of Colorado Boulder
  • Design of Digital Circuits with VHDL Programming: L&T EduTech
  • Управление анализом данных: Johns Hopkins University
  • Light Emitting Diodes and Semiconductor Lasers: University of Colorado Boulder
  • ServiceNow Basics: IT Automation & AI-Powered Workflows: Coursera

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