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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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    O.P. Jindal Global University

    Econometrics - Theory and Practice

    Skills you'll gain: Econometrics, Regression Analysis, Probability & Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Time Series Analysis and Forecasting, Economics, Statistical Inference, Probability Distribution, Logistic Regression, Model Evaluation

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    AI Development with DeepSeek for Developers

    Skills you'll gain: Deepseek, DeepSeek API, LangChain, LLM Application, Generative AI Agents, Model Evaluation, Application Programming Interface (API), Text Mining

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Practical Pentesting

    Skills you'll gain: Penetration Testing, Cyber Security Assessment, Vulnerability Assessments, Data Security, Cybersecurity, Exploitation techniques, Test Tools, User Requirements Documents, Authorization (Computing), Technical Documentation, Computing Platforms, Requirements Analysis, Technical Communication

    Intermediate · Course · 1 - 3 Months

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    University of the Arts London

    Creative AI: Text and Transformations

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, ChatGPT, OpenAI, Artificial Intelligence, Responsible AI, Natural Language Processing, Data Ethics, Recurrent Neural Networks (RNNs)

    Beginner · Course · 1 - 4 Weeks

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    Ball State University

    Statistical Methods for Data Science

    Skills you'll gain: Statistical Methods, Probability, Data Science, Probability & Statistics, Statistical Analysis, Probability Distribution, Statistical Modeling, Bayesian Statistics, Statistical Inference, Sampling (Statistics), R Programming, Statistical Visualization

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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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, Persona (User Experience), Usability, Software Design, Human Centered Design, User Experience, Requirements Analysis, User Research, Functional Requirement, System Requirements

    Beginner · Course · 1 - 4 Weeks

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    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Deep Learning, Applied Machine Learning, Network Architecture, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    OpenAI Assistant: Create a Code to UML-Diagram generator

    Skills you'll gain: OpenAI API, ChatGPT, Unified Modeling Language, LLM Application, Prompt Engineering, Software Visualization, Technical Communication, Application Programming Interface (API), Development Environment, Software Development, File Management

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    Building a Strong Business Foundation

    Skills you'll gain: Business Modeling, Value Propositions, Business Planning, Customer Analysis, User Research, Target Audience, Business Marketing, Financial Management, Marketing Strategies, Entrepreneurship, Customer Acquisition Management, Market Opportunities, Email Marketing, Business Development, Social Media Marketing, Interviewing Skills, Product Development, Search Engine Optimization

    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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    Starweaver

    Cyber Risk Management Strategies

    Skills you'll gain: Threat Modeling, Risk Analysis, Cyber Risk, Governance Risk Management and Compliance, Cyber Security Strategy, Risk Modeling, Risk Management, Cyber Security Assessment, Cybersecurity, Risk Mitigation, Vulnerability Assessments, Business Risk Management, Management Reporting, Analysis, Technical Communication, Dashboard, Data Visualization

    Advanced · Course · 1 - 3 Months

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    Packt

    Mastering MongoDB 7.0

    Skills you'll gain: MongoDB, Data Modeling, Query Languages, Data Security, Database Architecture and Administration, NoSQL, System Monitoring, Database Management, Development Environment, Performance Tuning, Scalability, Encryption, Data Transformation

    Intermediate · Course · 3 - 6 Months

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

  • Econometrics - Theory and Practice: O.P. Jindal Global University
  • AI Development with DeepSeek for Developers: Board Infinity
  • Practical Pentesting : Packt
  • Creative AI: Text and Transformations: University of the Arts London
  • Statistical Methods for Data Science: Ball State University
  • Proyecto Final de Fundamentos de UX y requisitos de software: Pontificia Universidad Católica del Perú
  • RNN Architecture and Sentiment Classification: Packt
  • OpenAI Assistant: Create a Code to UML-Diagram generator: Coursera
  • Building a Strong Business Foundation: Packt
  • Practical Methodology and Ethics in AI: Johns Hopkins University

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