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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


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    Northeastern University

    Machine Learning for Engineers: Algorithms and Applications

    Skills you'll gain: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Classification Algorithms, Algorithms, Predictive Modeling, Dimensionality Reduction, Complex Problem Solving

    Intermediate · Course · 1 - 4 Weeks

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    Institut Mines-Télécom

    La Data Intelligence au service des organisations

    Skills you'll gain: Data Governance, Data Management, Data Strategy, Business Intelligence, Data Modeling, Data Quality, Data Literacy, Business Analytics, Digital Transformation, General Data Protection Regulation (GDPR), Data Analysis, Big Data, Data Visualization, Artificial Intelligence, Business Strategy, Information Privacy

    4.1
    Rating, 4.1 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    Practical Methodology and Ethics in AI

    Skills you'll gain: Responsible AI, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Machine Learning, Ethical Standards And Conduct, Model Evaluation, Applied Machine Learning, Social Impact, Unstructured Data, Data-Driven Decision-Making, Information Privacy, Case Studies

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Java Servlets Tutorial

    Skills you'll gain: Model View Controller, Java Platform Enterprise Edition (J2EE), Back-End Web Development, Server Side, Data Access, Apache Tomcat, Application Servers, Relational Databases, Databases, Java, Web Servers, SQL, Authentications, Web Applications, Secure Coding, Software Design Patterns, Data Persistence, Context Management

    4.4
    Rating, 4.4 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Create a Component Anomaly Detection Model using Visual Inspection AI

    Skills you'll gain: Anomaly Detection, Model Evaluation, Image Analysis, Computer Vision, Google Cloud Platform, Predictive Modeling, Artificial Intelligence, Product Development

    Beginner · Project · Less Than 2 Hours

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    Packt

    Physical Red Teaming

    Skills you'll gain: Cyber Security Assessment, Vulnerability Assessments, Persona Development, Coordination, Safety and Security, Record Keeping

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Advanced Chatbots with Deep Learning and Python

    Skills you'll gain: Large Language Modeling, Deep Learning, Data Preprocessing, Keras (Neural Network Library), Tensorflow, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Generative Model Architectures, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Security & Ethical Hacking: Attacking Web and AI Systems

    Skills you'll gain: AI Security, Open Web Application Security Project (OWASP), Cyber Security Assessment, Exploitation techniques, Server Side, Application Security, Artificial Intelligence and Machine Learning (AI/ML), Vulnerability Scanning, Secure Coding, Artificial Intelligence, Responsible AI, Data Security, Cyber Attacks, Security Awareness, Generative AI, Large Language Modeling, Data Ethics, Authentications

    Build toward a degree

    Advanced · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica del Perú

    Proyecto Final de Fundamentos de UX y requisitos de software

    Skills you'll gain: User Story, User Experience Design, Usability, Functional Requirement, System Requirements, User Experience, Requirements Analysis, Persona (User Experience), User Research

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Foundations of Agent-Based AI Systems

    Skills you'll gain: AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, System Design and Implementation, Unified Modeling Language, Performance Metric, Performance Measurement, Requirements Analysis, Performance Analysis, Model Evaluation, Prototyping, Stakeholder Communications, Simulation and Simulation Software, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Large Language Models - 한국어

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, Google Gemini, LLM Application

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Develop a Movie Recommendation Engine

    Skills you'll gain: Feature Engineering, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming, Predictive Modeling, Development Environment, Data Manipulation, Exploratory Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Machine Learning for Engineers: Algorithms and Applications: Northeastern University
  • La Data Intelligence au service des organisations: Institut Mines-Télécom
  • Practical Methodology and Ethics in AI: Johns Hopkins University
  • Java Servlets Tutorial: EDUCBA
  • Create a Component Anomaly Detection Model using Visual Inspection AI: Google Cloud
  • Physical Red Teaming: Packt
  • Advanced Chatbots with Deep Learning and Python: Packt
  • Security & Ethical Hacking: Attacking Web and AI Systems: University of Colorado Boulder
  • Proyecto Final de Fundamentos de UX y requisitos de software: Pontificia Universidad Católica del Perú
  • Foundations of Agent-Based AI Systems: LearnQuest

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