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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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    Coursera

    Engineer AI Models: Explain, Tune & Experiment

    Skills you'll gain: Feature Engineering, Fraud detection, Jupyter, Responsible AI, Model Evaluation, Project Management, Performance Improvement, Risk Modeling, Performance Metric, Business Analytics, Credit Risk, Performance Analysis, Performance Tuning, Test Planning, Test Engineering, Applied Machine Learning, Research Design, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate & Secure LLM Deployments

    Skills you'll gain: LLM Application, CI/CD, Amazon CloudWatch, Infrastructure as Code (IaC), Cloud Deployment, DevSecOps, Enterprise Security, DevOps, Docker (Software), Cloud Management, System Monitoring, Performance Testing

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Modern Financial Operations(FinOps) with Generative AI

    Skills you'll gain: Accounts Payable and Receivable, Accounting and Finance Software, Financial Data, Make.com, Financial Forecasting, Financial Management, Credit Risk, Generative AI, Financial Controls, Financial Analysis, Finance, Billing & Invoicing, Financial Auditing, Artificial Intelligence, ChatGPT, Accounting, Tax Compliance, Tax Management, Automation, No-Code Development

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Finance of Mergers and Acquisitions: Designing an M&A Deal

    Skills you'll gain: Mergers & Acquisitions, Private Equity, Business Valuation, Investment Banking, Price Negotiation, Capital Markets, Accounting, Corporate Tax, Corporate Strategy, Financial Modeling, Financial Management, Corporate Finance, Strategic Planning, Financial Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    65 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Deploy Resilient AI Microservices with LangChain

    Skills you'll gain: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Prometheus (Software), API Design, Scalability, System Monitoring, Performance Testing, Grafana

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Mining, Unstructured Data, Statistical Analysis, Natural Language Processing, Predictive Analytics, Analytics, Data Analysis, Statistical Methods, Unsupervised Learning, Probability & Statistics, Logistic Regression, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    737 reviews

    Mixed · Course · 1 - 3 Months

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    NVIDIA

    AI Infrastructure and Operations Fundamentals

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Large Language Modeling, MLOps (Machine Learning Operations), Artificial Intelligence, Cloud Computing, Model Deployment, Cloud Infrastructure, AI Orchestration, Infrastructure Architecture, Data Infrastructure, Devops Tools, IT Infrastructure, Information Technology Operations, Deep Learning, Network Infrastructure, Hardware Architecture, Machine Learning, Data Centers, Computer Architecture

    4.6
    Rating, 4.6 out of 5 stars
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    456 reviews

    Beginner · Course · 1 - 4 Weeks

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    Northwestern University

    Modern Robotics, Course 1: Foundations of Robot Motion

    Skills you'll gain: Robotics, Engineering, Mechanics, Mathematical Modeling, Simulation and Simulation Software, Matlab, Computer Programming Tools, Physics, Angular

    4.7
    Rating, 4.7 out of 5 stars
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    1K reviews

    Intermediate · Course · 1 - 3 Months

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    Columbia University

    Optimization Methods in Asset Management

    Skills you'll gain: Portfolio Management, Investment Management, Asset Management, Estimation, Market Liquidity, Risk Management, Financial Market, Financial Modeling, Equities, Securities Trading, Market Dynamics, Financial Analysis, Statistical Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    44 reviews

    Intermediate · Course · 1 - 3 Months

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    HEC Paris

    Devenir entrepreneur du changement

    Skills you'll gain: Project Implementation, Social Impact, Action Oriented, Sustainable Business, Market Opportunities, Ideation, Entrepreneurship, Proactivity, Innovation, Business Modeling, Self-Awareness, Empowerment, Personal Development, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    628 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Power Apps Development: Tips, Tricks & Best Practices

    Skills you'll gain: Microsoft Power Platform, Microsoft Power Automate/Flow, Project Planning, No-Code Development, Microsoft 365, Requirements Analysis, Application Development, Application Lifecycle Management, Power BI, Business Logic, Microsoft Copilot, Solution Delivery, Microsoft Teams, Governance, Development Environment, Microsoft PowerPoint, Data Integration, Software Development, Microsoft Outlook, Data Validation

    Intermediate · Course · 3 - 6 Months

  • I

    Instituto Tecnológico de Aeronáutica

    Orientação a Objetos com Java

    Skills you'll gain: Unified Modeling Language, JUnit, Object Oriented Design, Object Oriented Programming (OOP), Unit Testing, Java, Java Programming, Programming Principles, Software Engineering, Software Design, Maintainability, Software Testing, Eclipse (Software)

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Engineer AI Models: Explain, Tune & Experiment: Coursera
  • Automate & Secure LLM Deployments: Coursera
  • Modern Financial Operations(FinOps) with Generative AI: Edureka
  • Finance of Mergers and Acquisitions: Designing an M&A Deal: University of Illinois Urbana-Champaign
  • Deploy Resilient AI Microservices with LangChain: Coursera
  • Text Mining and Analytics: University of Illinois Urbana-Champaign
  • AI Infrastructure and Operations Fundamentals: NVIDIA
  • Modern Robotics, Course 1: Foundations of Robot Motion: Northwestern University
  • Optimization Methods in Asset Management: Columbia University
  • Devenir entrepreneur du changement: HEC Paris

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