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  • Model Interpretability

Results for "model+interpretability"


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    Coursera

    Explain Black-Box Models

    Skills you'll gain: Stakeholder Communications, Stakeholder Analysis, Data Presentation, Data Analysis, Exploratory Data Analysis, Business Communication, Model Evaluation, Responsible AI, Statistical Methods

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, AI Security, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, AI Product Strategy, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Applied Machine Learning, Logistic Regression, Machine Learning Methods, Deep Learning, Visualization (Computer Graphics), Data Literacy

    4.6
    Rating, 4.6 out of 5 stars
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    81 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Duke University

    Interpretable Machine Learning

    Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Artificial Intelligence, Machine Learning, Statistical Modeling, Python Programming, Logistic Regression, Deep Learning, Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
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    29 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Probabilistic Graphical Models: A Compact Introduction

    Skills you'll gain: Bayesian Network, Predictive Modeling, Machine Learning Methods, Markov Model, Statistical Modeling, Artificial Intelligence, Statistical Inference, Graph Theory, Network Analysis, Probability & Statistics, Sampling (Statistics), Algorithms, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Evaluate Language Models: Metrics for Success

    Skills you'll gain: LLM Application, Analysis, Prompt Engineering, Benchmarking, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Model and Analyze Project Finance Viability

    Intermediate · Course · 1 - 4 Weeks

What brings you to Coursera today?

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    Coursera

    Model Scenarios: Financial Outcomes

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Model Data in Weaviate

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Audit & Evaluate Excel Models

    Skills you'll gain: Auditing, Financial Auditing, Excel Formulas, Version Control, Financial Modeling, Microsoft Excel, Model Evaluation, Peer Review, Risk Modeling, Change Control, Analysis, Governance Risk Management and Compliance, Business Modeling, Case Studies, Performance Analysis, Technical Documentation, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Build & Validate Integrated Financial Models

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Predict and Validate Regression Models in R

    Skills you'll gain: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Advanced Analytics, R Programming, Statistical Methods, Data Validation, Verification And Validation, Plot (Graphics), Exploratory Data Analysis, Technical Communication

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Analyze Financial Models: Scenarios and Sensitivity

    Intermediate · Course · 1 - 4 Weeks

1234…9

In summary, here are 10 of our most popular model+interpretability courses

  • Explain Black-Box Models: Coursera
  • Explainable AI (XAI): Duke University
  • Interpretable Machine Learning: Duke University
  • Probabilistic Graphical Models: A Compact Introduction: Coursera
  • Evaluate Language Models: Metrics for Success: Coursera
  • Model and Analyze Project Finance Viability: Coursera
  • Model Scenarios: Financial Outcomes: Coursera
  • Model Data in Weaviate: Coursera
  • Audit & Evaluate Excel Models: Coursera
  • Build & Validate Integrated Financial Models: Coursera

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