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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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    U

    University of Manchester

    Introduction to Physical Chemistry

    Skills you'll gain: Chemistry, Physical Science, Physics, Laboratory Experience, Experimentation, Simulations, Engineering Calculations, Mathematical Modeling, Calculus

    4.7
    Rating, 4.7 out of 5 stars
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    747 reviews

    Mixed · Course · 1 - 3 Months

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    SkillUp

    AI Technologies in Healthcare

    Skills you'll gain: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Scrimba

    Build a Support Agent with Vercel AI SDK

    Skills you'll gain: OpenAI API, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Web Scraping, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

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    É

    École Polytechnique Fédérale de Lausanne

    Interest Rate Models

    Skills you'll gain: Derivatives, Financial Market, Risk Management, Investments, Financial Modeling, Market Data, Portfolio Management, Mathematical Modeling, Finance, Probability, Statistical Modeling, Estimation, Applied Mathematics

    4.5
    Rating, 4.5 out of 5 stars
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    196 reviews

    Advanced · Course · 1 - 3 Months

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    Edureka

    Develop Intelligent AI Agents with OpenAI

    Skills you'll gain: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, OpenAI, Generative AI Agents, Embeddings, ChatGPT, Agentic systems, Vector Databases, Generative AI, Artificial Intelligence, Context Management, Model Evaluation, Application Programming Interface (API), Python Programming, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of California, Irvine

    Introduction to Risk Management

    Skills you'll gain: Threat Modeling, Risk Management, Business Continuity Planning, Asset Protection, Risk Analysis, Business Risk Management, Risk Management Framework, Risk Mitigation, Vulnerability Assessments, Asset Management, Disaster Recovery, Security Controls

    4.7
    Rating, 4.7 out of 5 stars
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    153 reviews

    Mixed · Course · 1 - 4 Weeks

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    CertNexus

    GenAIBIZ: Making Generative AI Work for Your Business

    Skills you'll gain: Generative Model Architectures, Generative AI, AI Product Strategy, Large Language Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Data Strategy, Data Ethics, Artificial Neural Networks, Process Improvement, Process Improvement and Optimization, Cloud Computing, Operational Efficiency, Process Optimization, Big Data, Customer Service, Natural Language Processing, User Experience, Marketing

    Mixed · Course · 1 - 3 Months

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    Siemens

    Introduction to Model-Based Systems Engineering

    Skills you'll gain: Model Based Systems Engineering, Unified Modeling Language, Systems Engineering, Software Systems, Systems Design, Systems Architecture, Systems Analysis, Product Lifecycle Management, System Requirements, Requirements Analysis, Verification And Validation, Cloud Computing

    4.1
    Rating, 4.1 out of 5 stars
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    69 reviews

    Beginner · Course · 1 - 3 Months

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    Starweaver

    Application Security Testing and Debugging

    Skills you'll gain: Open Web Application Security Project (OWASP), Debugging, DevSecOps, Penetration Testing, Security Testing, Application Security, Continuous Monitoring, Software Testing, Development Testing, Cybersecurity, Vulnerability Assessments, Threat Modeling, Test Automation, Secure Coding, Code Review, Vulnerability Management, Technical Communication

    Intermediate · Course · 1 - 3 Months

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    U

    Universidad Nacional Autónoma de México

    Business intelligence and data warehousing

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Business Intelligence, Data Mining, Big Data, Predictive Analytics, Data Modeling, MySQL, Business Analytics, Apache Hadoop, Data Integration, Star Schema, Unstructured Data, Database Design, SQL, Data Transformation

    3.9
    Rating, 3.9 out of 5 stars
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    101 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Washington

    Computational Neuroscience

    Skills you'll gain: Machine Learning Methods, Supervised Learning, Network Model, Matlab, Machine Learning Algorithms, Artificial Neural Networks, Neurology, Computer Science, Reinforcement Learning, Computational Thinking, Mathematical Modeling, Physiology, Recurrent Neural Networks (RNNs), Biology, Linear Algebra, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of London

    Probability and Statistics: To p or not to p?

    Skills you'll gain: Descriptive Statistics, Statistics, Probability & Statistics, Statistical Hypothesis Testing, Data Visualization, Data-Driven Decision-Making, Statistical Modeling, Data Analysis, Probability, Probability Distribution, Sampling (Statistics), Risk Modeling, Statistical Inference, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    1.5K reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Physical Chemistry: University of Manchester
  • AI Technologies in Healthcare: SkillUp
  • Build a Support Agent with Vercel AI SDK: Scrimba
  • Interest Rate Models: École Polytechnique Fédérale de Lausanne
  • Develop Intelligent AI Agents with OpenAI: Edureka
  • Introduction to Risk Management: University of California, Irvine
  • GenAIBIZ: Making Generative AI Work for Your Business: CertNexus
  • Introduction to Model-Based Systems Engineering: Siemens
  • Application Security Testing and Debugging: Starweaver
  • Business intelligence and data warehousing: Universidad Nacional Autónoma de México

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