ProjectPro

JUNE 6, 2025

The bank uses machine learning algorithms to evaluate its client data and use the results to target promotional expenditures. Source Code- Store Sales Prediction Marketing Analytics Project Example in Banking The global predictive analytics in the banking market is forecast to grow at a CAGR of 20.80% to $5.43 billion by 2026.

Project 73

Project Banking Retail Hospitality 73

ProjectPro

JUNE 6, 2025

Check Out ProjectPro's Certified Generative AI Course to Build a Fantastic Portfolio and Get Hired! Explore more such project ideas: 15 Langchain Projects to Enhance Your Portfolio in 2025 2) OpenAI Gym OpenAI Gym is a versatile platform for developing and testing reinforcement learning agents in various scenarios.

Deep Learning 80

Deep Learning Algorithm Machine Learning Banking 80

Christophe Blefari

MARCH 11, 2023

In last minute I also added stuff about the Silicon Valley Bank that has been seized by the US FDIC, which will generate a crisis in scale-ups/startups world. First Mark is a NYC VC, in their portfolio they have Dataiku, ClickHouse and Astronomer among other tech or B2C companies. Which led to a bank run.

Banking 130

Banking Data Insurance Machine Learning 130

ProjectPro

JUNE 6, 2025

From enhancing customer feedback analysis in education to facilitating early diagnoses in healthcare, integrating AI into vehicles, and improving customer support in banking and finance—every sector is experiencing a paradigm shift.

Data Science 52

Data Science Unstructured Data Portfolio Healthcare 52

ProjectPro

JUNE 6, 2025

Here are some examples where a predictive analytics algorithm is used: Credit Scoring: Predictive modeling is widely used in the banking industry to assess credit risk and determine the likelihood of loan default. Use the Predicting Churn for Bank Customers dataset available on Kaggle for this project.

Project 40

Project Medical Portfolio Algorithm 40

ProjectPro

JUNE 6, 2025

How do banks alert us when there is suspicious activity in our accounts? Banking institutions, for example, may leverage predictive modeling to collect a customer's credit record and other historical data. Classification models are customizable and are helpful across industries, including banking and retail.

Data Mining 45

Data Mining Banking Retail Healthcare 45

ProjectPro

JUNE 6, 2025

4) Customer Support Agents for Banks Banks rely on efficient customer support to handle inquiries, detect fraud, and provide seamless service. By leveraging AI, banks can improve response times, reduce operational costs, and enhance customer satisfaction through accurate and secure automated support.

Project 59

Project Building Banking Healthcare 59

ProjectPro

JUNE 6, 2025

Machine Learning Use Cases in Finance Fraud Detection for Secure Transactions According to a study , banks and other financial organizations spend $2.92 It is continually achieving better model portfolios as a result. against every $1 lost in fraud as the recovery cost.

Machine Learning 68

Machine Learning Retail Healthcare Medical 68

ProjectPro

JUNE 6, 2025

Check Out Apache Hive Real Time Projects to Build Your Portfolio How to use Hadoop? Social Media and Retail are not the only the industries where Hadoop is implemented, there are other industries extensively leveraging the power of Hadoop- Healthcare, Banking, Insurance, Finance , Gas Plants, Manufacturing industries, etc.

Hadoop 45

Hadoop IT Big Data Retail 45

Robinhood

OCTOBER 21, 2024

Margin investing allows customers to borrow money from Robinhood, leveraging their existing holdings to purchase additional securities in order to expand and diversify their portfolio. At Robinhood we understand that investors want access to expand and diversify their portfolios at industry leading rates, in an amazing user experience.”

Portfolio 114

Portfolio Insurance Banking Retail 114

Edureka

JULY 18, 2023

The banking industry is at the forefront of integrating AI, one of its many transformational uses. Today, we explore the top five ground-breaking uses of artificial intelligence in banking as we delve into the realm of money. This enables banks to quickly investigate and take the necessary action.

Banking 40

Banking Algorithm Education Media 40

Robinhood

MARCH 18, 2024

The largest UK brokers typically charge UK investors, with a £10,000 portfolio, an average of £240 per year to invest in US stocks*–Robinhood offers no commission fees and no foreign exchange (FX) fees on trades.** Fractional shares provide customers greater access to highly valued equities, providing greater flexibility for their portfolios.

Insurance 112

Insurance Portfolio Education Banking 112

ProjectPro

JUNE 6, 2025

Adding product recommendation system projects to your portfolio will be a bonus when applying for any data science or machine learning job. The system builds a deep network of complex connections between those products and people using machine learning algorithms and data about different users and products.

Systems 45

Systems Project Datasets Machine Learning 45

Cloudera

JUNE 29, 2023

The recent failures of regional banks in the US, such as Silicon Valley Bank (SVB), Silvergate, Signature, and First Republic, were caused by multiple factors. Transform stress testing The recent regional bank collapses also highlighted the crucial role stress-testing plays in modeling economic conditions.

Data Architecture 85

Data Architecture Architecture Management Banking 85

ProjectPro

JUNE 6, 2025

Build a Job Winning Data Engineer Portfolio with Solved End-to-End Big Data Projects Big Data Developer Job Description A Big Data Developer is responsible for unlocking data's potential by creating, enhancing, and maintaining data processing systems within organizations.

Big Data 40

Big Data Hadoop Scala NoSQL 40

ProjectPro

JUNE 6, 2025

From Siri on your smartphone to fraud detection systems at financial banks, many applications use artificial intelligence (AI) and machine learning (ML). They engage in research activities to discover new developments and patterns that may impact the management of the Data Science/ML life cycle in the business application portfolio.

Data Architect 40

Data Architect Project Deep Learning Machine Learning 40

ProjectPro

JUNE 6, 2025

Step-2 Create your Data Science Portfolio The next step is preparing a project portfolio. Portfolios are best suited for showcasing your skills in a particular topic. Mention at least ten projects in your portfolio that span different topics in Data Science.

Data Science 52

Data Science Python Programming Language Deep Learning 52

Cloudera

MARCH 2, 2022

Stress tests conducted by authorities such as the Federal Reserve Bank in the US are designed to keenly monitor the financial stability of the banking sector, especially during economic downturns such as those brought on by the pandemic. Stress testing is a particular area that has become even more important throughout the pandemic.

Management 95

Management Banking Portfolio Government 95

ProjectPro

JUNE 6, 2025

5 Clustering Projects In Machine Learning using Python for Practice Below are the top five clustering projects every machine learning engineer must consider adding to their portfolio- ​​ 1. Spotify Music Recommendation System This is one of the most exciting clustering projects in Python.

Machine Learning 40

Machine Learning Project Finance Algorithm 40

Cloudera

MAY 30, 2024

Cloudera and TAI Solutions in Financial Services Cloudera has a strong presence in the financial services sector, with 82% of the largest global banks, four of the top five stock exchanges, eight out of the top ten wealth management firms, and all four of the top credit card networks among its customers.

Data Analytics 81

Data Analytics Banking Insurance Finance 81

ProjectPro

JUNE 6, 2025

Source Code: Avocado Price Prediction 5) Predicting the Fate of a Loan Application Those interested in banking projects for business analysts will indeed consider this one their favorite from this section as this project deals with loans. This project is another instance of a banking project for business analysts.

Business Analyst 75

Business Analyst Project Retail Banking 75

ProjectPro

JUNE 6, 2025

Imagine you're reviewing your bank's app for investment opportunities, and it recommends specific stocks or investment portfolios based on your past investment behavior and risk tolerance. This is essential for banks, investment firms, and insurance companies to safeguard their investments.

Finance 40

Finance Portfolio Insurance Data Science 40

Cloudera

APRIL 19, 2023

Considering today’s mobile-first-, mobile-almost-everything world, there has been a surge in the use of mobile banking applications, only accelerated by the COVID-19 pandemic. Commercial banks can also sell data on business transactions and credit history to credit rating agencies and other financial institutions.

Banking 70

Banking Retail Portfolio Finance 70

Cloudera

OCTOBER 20, 2021

The Bank of England has taken a leadership position in publishing disclosures related to its own progress on climate-related initiatives. How do institutions protect and optimize their balance sheets and portfolios? Changes in investment portfolios). They need to understand; . Generate Scenarios.

Banking 80

Banking Portfolio Finance Consulting 80

Snowflake

JANUARY 8, 2024

A portfolio of potential First, let’s look at the current use cases for gen AI. Market intelligence and portfolio management: Gen AI can help deduce market sentiment and financial trends by analyzing unstructured data such as filings, reports and news articles.

Unstructured Data 110

Unstructured Data Government Portfolio Insurance 110

ProjectPro

JUNE 6, 2025

You will be expected to have an awesome machine learning portfolio by this stage, involving beginner-level machine learning projects that you’ve practiced to advanced machine learning projects you’ve worked on in your role. Get just-in-time learning and start building a diverse machine-learning portfolio now !

Machine Learning 61

Machine Learning Engineering Portfolio Deep Learning 61

ProjectPro

AUGUST 28, 2021

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

Portfolio 52

Portfolio Project Insurance Banking 52

ProjectPro

JUNE 6, 2025

Let us explore the fascinating world of data visualization with real-life applications in retail, sales, marketing, finance/banking, healthcare, inventory, and human resources. Source- Amazon Marketing Analysis Dashboard Let us now explore some innovative Power BI templates useful in the Finance and banking domain.

BI 40

BI Banking Pharmaceutical Finance 40

Cloudera

OCTOBER 18, 2023

They can provide instant and accurate responses to common customer queries such as account balance, transaction history, loan information, and general banking procedures. Portfolio Optimization Analyze a portfolio of investments and identify opportunities to optimize returns while managing risk. Quickest wins!

Portfolio 79

Portfolio Banking Algorithm Machine Learning 79

ProjectPro

JUNE 6, 2025

ETL Projects in Banking Domain Credit Card Fraud Analysis using Apache Kafka, Hadoop, and Amazon S3 This ETL project will enable you to analyze the credit card transaction dataset and detect any fraudulent transactions that might occur. Begin by importing data into Amazon S3, then use AWS Glue jobs for creating the ETL pipeline.

Project 40

Project Kafka AWS Data Pipeline 40

ProjectPro

JUNE 6, 2025

Step 4: Build a Portfolio with Real-World AWS Data Science Projects Now that you have a strong foundation in data science, AWS services, and cloud computing, it's time to showcase your skills through real-world projects. Highlight your expertise in data science, AWS services, and cloud computing.

AWS 40

AWS Amazon Web Services Cloud Computing Machine Learning 40

ProjectPro

JUNE 6, 2025

Here’s how companies protect their big data and ensure that their user information does not wind up in wrong hands- Asking for the Right Information When a user signs into an online banking application or types the password into a favourite e-Commerce website, the user expects considerable security for his data.

Big Data 40

Big Data Retail Banking Pharmaceutical 40

ProjectPro

JUNE 6, 2025

Build a job-winning Big Data portfolio with end-to-end solved Apache Spark Projects for Resume and ace that Big Data interview! I mean ProjectPro keeps adding new projects so that the knowledge bank they gain keeps growing. Not only that, I often visit ProjectPro to see the new projects they launch every month.

Engineering 40

Engineering Algorithm Data Science Big Data 40

Knowledge Hut

DECEMBER 26, 2023

While CA (Chartered Accounting) was the go-to choice for commerce students, CFA has arisen to become a choice globally for students because of its comprehensive curriculum and the lucrative job opportunities it opens up in fields like Investment Banking, Portfolio Management, Financial Strategy, and Research Analysis.

Cloud Computing 98

Cloud Computing Medical Finance Machine Learning 98

ProjectPro

JUNE 6, 2025

Another application requiring pre-trained fraud models is detecting fraudulent bank transactions (through data streams), and it can dramatically reduce the likelihood of fraud occurring. For instance, online purchases require all the associated data (Eg.

Architecture 45

Architecture Kafka Java Scala 45

ProjectPro

JUNE 6, 2025

The Titanic Passenger Survival Prediction project offers beginners valuable hands-on experience in data analysis, machine learning , and cloud computing, enhancing their practical skills and portfolio in deploying data science projects on the cloud. The front end can be developed using PHP, and the data storage can be handled using MySQL.

Cloud Computing 40

Cloud Computing Cloud Project Google Cloud 40

Cloudera

JUNE 12, 2024

article , “The McKinsey Global Institute (MGI) estimates that across the global banking sector, [Generative AI] could add between $200 billion and $340 billion in value annually, or 2.8 Bridgewater Associates leverages GenAI to process data for trading signals and portfolio optimization. According to a recent McKinsey & Co.

Finance 77

Finance Portfolio Government Unstructured Data 77