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The Collapse of Silicon Valley Bank

The Pragmatic Engineer

In case you somehow missed it: we went through the fastest bank run in history, in an event that impacted about half of all VC-funded startups in the US and UK. ” There was no certainty for startups with money in Silicon Valley Bank. Deposits in Silicon Valley Bank, 1991-2023. The bank was founded in 1983.

Banking 239
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15 Projects on Machine Learning Applications in Finance

ProjectPro

The banking and finance industry generates enormous amounts of data related to transactions, billing, and payments from customers, which can provide accurate insights and predictions to be fed to machine learning models. Brokerage and banking firms heavily rely on the stock market to generate revenue and facilitate risk management.

Finance 75
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10 Unique Business Intelligence Projects with Source Code 2025

ProjectPro

Business Intelligence in Finance: Banks have started using data science to fasten their loan application process. Recall that whenever a person applies for a loan at a bank, the bank staff collects a lot of information about the applicant. If not you, at least someone close to you must-have.

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30+ AWS Projects Ideas for Beginners to Practice in 2025

ProjectPro

Blood Bank Management System The goal of the project is to develop a web app for accurately managing the blood bank. Many city blood banks now use cloud-based platforms to keep track of the blood units available or needed. 4) How to build a Portfolio for AWS Projects?

AWS 60
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7 Step Guide to Become a Freelance Data Scientist

ProjectPro

Access Job Recommendation System Project with Source Code Table of Contents How to Become a Freelance Data Scientist Step-1: Explore the world of Data Science and Identify your bias Step-2: Diversify your skills and keep them up to date Step-3: Build an attractive Project Portfolio Step-4: Start Small! Step-6: Build your Professional Network!

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50 ML Projects To Strengthen Your Portfolio and Get You Hired

ProjectPro

Get Closer To Your Dream of Becoming a Data Scientist with 70+ Solved End-to-End ML Projects Machine Learning Projects(ML Projects) in Banking and Finance 1. Banks need to assess the probability of customers paying back the loan amount depending on which they issue the loan. ML Project for Loan Eligibility Prediction using H20.ai

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Generative AI for Finance-Use Cases and Examples

ProjectPro

For instance, Goldman Sachs estimates a potential 40% increase in banking sector profitability through AI integration. Beyond these applications, generative AI is also used to optimize investment portfolios, develop innovative financial products, and streamline regulatory compliance.

Finance 52