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Moving From Spreadsheets to Dataiku for Financial Modeling

Dataiku

This article presents how financial modeling can be done inside Dataiku. Let’s begin with the context: spreadsheet-based tools like Microsoft Excel are some of the most popular tools for financial modeling and are used for all kinds of tasks including investment analysis, P&L modeling, and risk management.

Modeling 105
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The AI Platform of Choice for Financial Services

Dataiku

In the financial services industry, there is no shortage of complex problems whose solutions can be arrived at more quickly — and more effectively — with the help of advanced data analytics. At Dataiku, we've worked with over 120 financial institutions and data teams big and small to help bring the industry into the data-driven future.

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How Etihad taps data science to optimise airline operations

CIO Business Intelligence

Etihad made a decision to unify their data modeling and analytics , choosing Dataiku’s end-to-end machine learning platform to do so. Etihad were collecting data, but what they needed was to be able to make insights from this data,” says Siddhartha Bhatia, regional vice president, Middle East and Turkey, at Dataiku. Talal Mufti.

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Building a Speaker Verification Model in Dataiku Using GPU-Accelerated Deep Neural Networks

Dataiku

From ATM cardholder validation in financial services to patient identification for telemedicine, accessing sensitive medical records or sensitive treatments (e.g., From ATM cardholder validation in financial services to patient identification for telemedicine, accessing sensitive medical records or sensitive treatments (e.g.,

Modeling 100
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Gartner D&A Summit Bake-Offs in London 2023: Flooding Impact And Reasons for Optimism!

Rita Sallam

Dataiku Dataiku chose to focus on flood risk by geography and flooding’s economic impact on commercial insurance policies and claims. Interpretation of our machine learning model suggests buying $50k in building coverage and $100k in warehouse content coverage, as the latter significantly boosts predicted flood claim payouts.

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Making the most of MLOps

CIO Business Intelligence

Is there a model that can provide the necessary results? We call this ‘model velocity,’ how much time it takes from start to finish,” says IDC analyst Sriram Subramanian. MLOps brings model velocity down to weeks — sometimes days,” says Subramanian. You don’t want the model to shift substantially,” he says.

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Making the most of MLOps

CIO Business Intelligence

Is there a model that can provide the necessary results? We call this ‘model velocity,’ how much time it takes from start to finish,” says IDC analyst Sriram Subramanian. MLOps brings model velocity down to weeks — sometimes days,” says Subramanian. You don’t want the model to shift substantially,” he says.