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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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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Mechanical Vibration

    Skills you'll gain: Vibrations, Matlab, Engineering Analysis, Engineering Calculations, Mechanical Engineering, Applied Mathematics, Mechanics, Differential Equations, Mathematical Modeling, Control Systems

    Intermediate · Course · 1 - 3 Months

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    O.P. Jindal Global University

    Indian Economy in a Digital World

    Skills you'll gain: Digital Transformation, Market Dynamics, E-Commerce, Economics, Economic Development, Payment Processing, FinTech, digital literacy, Business Modeling, Data Strategy, Policty Analysis, Research, and Development, Policy Analysis, Innovation, Governance, Emerging Technologies, Cybersecurity, Critical Thinking

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Parsons School of Design, The New School

    Utilizar Diseño Para Crear Soluciones de Negocio Innovadoras

    Skills you'll gain: Design Thinking, Business Modeling, Business Solutions, Growth Strategies, Business Process, Business Strategy, Innovation, Sustainable Business, Product Design, Design, Value Propositions, Market Analysis, User Experience, User Research

    4.9
    Rating, 4.9 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Оптимизация портфеля с помощью модели Марковица

    Skills you'll gain: Financial Analysis, Return On Investment, Portfolio Management, Financial Modeling, Portfolio Risk, Correlation Analysis, Investment Management, Variance Analysis, Asset Management

    Intermediate · Guided Project · Less Than 2 Hours

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    Pearson

    Programming Generative AI

    Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Embeddings, Tensorflow, Transfer Learning, Performance Tuning

    Intermediate · Specialization · 1 - 4 Weeks

  • Status: Free Trial
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    University of Minnesota

    Cloud Top Ten Risks

    Skills you'll gain: Open Web Application Security Project (OWASP), Cloud Security, Authorization (Computing), Cyber Risk, Authentications, Continuous Monitoring, Threat Modeling, Security Controls, Application Security, Secure Coding, System Monitoring, Cryptography, Data Security, Identity and Access Management, Infrastructure Security, Hardening

    4.6
    Rating, 4.6 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Design Brainstorming diagrams for businesses with Creately

    Skills you'll gain: Diagram Design, Brainstorming, User Accounts, Business Process Modeling, Strategic Thinking, Team Building

    Beginner · Guided Project · Less Than 2 Hours

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    Board Infinity

    ABAP RESTful Programming Model (RAP) and Extensions

    Skills you'll gain: ABAP RESTful Programming Model (RAP), SAP S/4HANA, Business Logic, Unit Testing, Restful API, Application Deployment, Full-Stack Web Development, Application Development, Software Architecture, UI Components, Data Modeling, Database Development, Development Environment, Data Validation

    2.6
    Rating, 2.6 out of 5 stars
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    7 reviews

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Secure Software Development

    Skills you'll gain: Secure Coding, Application Security, DevSecOps, Security Testing, Software Development Methodologies, Configuration Management, Software Development, Software Configuration Management, Software Development Life Cycle, Software Testing, API Testing, Threat Modeling, Application Programming Interface (API), Cloud Security, Risk Management Framework, Change Control

    4.9
    Rating, 4.9 out of 5 stars
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    30 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 1

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, Embeddings, Generative AI, Deep Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    L&T EduTech

    Design Concepts in Metro Rails

    Skills you'll gain: Structural Analysis, Building Codes, Structural Engineering, Construction Engineering, Civil Engineering, Engineering Analysis, Simulation and Simulation Software, Engineering Practices, Engineering Design Process, Engineering Calculations, Planning

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Recommender Systems

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, Apache Spark, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Natural Language Processing, AWS SageMaker, Scalability, Applied Machine Learning, Supervised Learning, Dimensionality Reduction, Machine Learning, Pandas (Python Package), Predictive Modeling, Autoencoders, Python Programming, Time Series Analysis and Forecasting, Data Manipulation

    Intermediate · Specialization · 3 - 6 Months

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

  • Mechanical Vibration: Korea Advanced Institute of Science and Technology(KAIST)
  • Indian Economy in a Digital World: O.P. Jindal Global University
  • Utilizar Diseño Para Crear Soluciones de Negocio Innovadoras: Parsons School of Design, The New School
  • Оптимизация портфеля с помощью модели Марковица: Coursera
  • Programming Generative AI: Pearson
  • Cloud Top Ten Risks: University of Minnesota
  • Design Brainstorming diagrams for businesses with Creately: Coursera
  • ABAP RESTful Programming Model (RAP) and Extensions: Board Infinity
  • Secure Software Development: Packt
  • Quick Start Guide to Large Language Models (LLMs): Unit 1: Pearson

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