The Modern Data Company

DECEMBER 29, 2022

Banking and Capital Markets are undergoing a period of transformation. The global economic outlook is somewhat fragile, but banks are in an excellent position to survive and thrive as long as they have the right tools in place. The report mentions several key areas ripe for a data revolution.

Banking 52

Banking Pipeline-centric Building Finance 52

ProjectPro

JUNE 6, 2025

LangChain Custom AI Agents for Health Data Analysis This AI agent assists in healthcare diagnostics by analyzing blood glucose levels using Groq’s LLaMA 3 and RapidAPI’s Blood Glucose API. Implementation Steps: Use RapidAPI to fetch real-time glucose data. Deploy the system for real-time stock analysis.

Building 52

Building Banking SQL Deep Learning 52

ProjectPro

JUNE 6, 2025

Data stored and Lambda functions are the platforms to develop the user profiles. 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.

AWS 60

AWS Project Food Cloud Computing 60

Teradata

DECEMBER 2, 2020

Strategic alignment is a fundamental building block for the bank of the future. It must rest on integrated data & financial data analysis that inform each stage on the enterprise value chain.

Banking 52

Banking Data Analysis Data Building 52

ProjectPro

JUNE 6, 2025

How do banks alert us when there is suspicious activity in our accounts? It's an essential aspect of predictive analytics, a type of data analytics that involves machine learning and data mining approaches to predict activity, behavior, and trends using current and past data.

Data Mining 45

Data Mining Banking Retail Healthcare 45

ProjectPro

JUNE 6, 2025

You will learn how to use Exploratory Data Analysis (EDA) tools and implement different machine learning algorithms like Neural Networks, Support Vector Machines, and Random Forest in R programming language. For understanding banks’ business model, it is crucial to learn the whole process of approving a loan application.

Business Analyst 75

Business Analyst Project Retail Banking 75

Knowledge Hut

JULY 14, 2023

While an increasing number of businesses are adapting to cloud services, one industry is taking the time to adopt the concept on a holistic level: the banking sector. Cloud computing for banks enhances every aspect of the banking sector, from security to customer experience, making it a future-proof solution. Let us explore!

Cloud Computing 52

Cloud Computing Banking Cloud Certification 52

ProjectPro

JUNE 6, 2025

Here are some of interesting applications on how CitiBank uses Big Data- 1.Customer Customer Retention Big Data Use Case at Citi Bank Customer retention and acquisition is one aspect of Citi's operations wherein Big Data analytics have been applied successfully.

Big Data 40

Big Data Banking Data Lake Big Data Tools 40

Cloudera

DECEMBER 14, 2021

Department of Treasury that needs to quickly analyze petabytes of data across hundreds of servers. So to improve the speed of data analysis, the IRS worked with the combined technology integrating Cloudera Data Platform (CDP) and NVIDIA’s RAPIDS Accelerator for Apache Spark 3.0. Commonwealth Bank of Australia.

Transportation 111

Transportation Telecommunication Banking Data Lake 111

ProjectPro

JUNE 6, 2025

For instance, Goldman Sachs estimates a potential 40% increase in banking sector profitability through AI integration. From automating report generation and data analysis to tackling complex challenges like fraud detection and risk assessment, generative AI is revolutionizing operations.

Finance 52

Finance Banking Portfolio Datasets 52

ProjectPro

JUNE 6, 2025

Similarly, in fraud detection within banking, stream processing can detect suspicious activity on a credit card in real-time, triggering an immediate alert to prevent further fraudulent transactions. In contrast, stream processing handles data continuously, providing real-time analysis as it arrives.

Process 40

Process Kafka Hadoop Banking 40

ProjectPro

JUNE 6, 2025

You can pick any of these cloud computing project ideas to develop and improve your skills in the field of cloud computing along with other big data technologies. You can pick any of these cloud computing project ideas to develop and improve your skills in the field of cloud computing along with other big data technologies.

Cloud Computing 40

Cloud Computing Cloud Project Google Cloud 40

ProjectPro

JUNE 6, 2025

Supports data migration to a data warehouse from existing systems, etc. 15 ETL Projects Ideas For Big Data Professionals Below is a list of 15 ETL projects ideas curated for big data experts, divided into various levels- beginners, intermediate and advanced. Use Hive to process data for additional analysis and reporting.

Project 40

Project Kafka AWS Big Data 40

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 Media Education 40

ProjectPro

JUNE 6, 2025

This blog explores some of the most popular industry-specific generative AI use cases and applications from banking and finance to the manufacturing sector. Additionally, companies like PathAI utilize generative AI to improve disease diagnosis by generating high-quality medical images and data analysis in the healthcare sector.

Insurance 52

Insurance Manufacturing Banking Medical 52

ProjectPro

JUNE 6, 2025

In this tutorial, we’ll walk through the process of custom AI agent development in LangChain for health data analysis. Specifically, you’ll explore how AI can assist diagnostics and patient care by building an AI agent that fetches blood glucose data and provides insightful recommendations.

Building 40

Building Banking Data Analysis Healthcare 40

Knowledge Hut

APRIL 25, 2024

Here are the top ten benefits of big data that users can get: Sr.no Benefits of Big Data 1 Better customer insight 2 Increased market intelligence 3 Agile supply chain management 4 Smarter recommendations and audience targeting 5 Data driven innovation. The banking sector uses big data to better understand its clients.

Big Data 97

Big Data Entertainment Transportation Banking 97

ProjectPro

JUNE 6, 2025

Ready to take your big data analysis to the next level? Check out this comprehensive tutorial on Business Intelligence on Hadoop and unlock the full potential of your data! million terabytes of data are generated daily. Schema Requires a predefined schema to store data. According to the latest reports, 328.77

Hadoop 40

Hadoop BI Big Data Business Intelligence 40

ProjectPro

JUNE 6, 2025

Building a Docker image for an ML model and its cloud deployment Banks primarily profit by charging their customers a specific interest rate when they borrow money from it. This Docker project aims to use data science methods and algorithms to help banks identify potential borrowers.

Project 45

Project AWS Machine Learning Data Science 45

ProjectPro

JUNE 6, 2025

With wide applications in various sectors like healthcare , education, retail, transportation, media, and banking -data science applications are at the core of pretty much every industry out there. The possibilities are endless: analysis of frauds in the finance sector or the personalization of recommendations on eCommerce businesses.

Data Science 67

Data Science Project Food Pharmaceutical 67

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. To start, run an exploratory data analysis to discover the underlying trends and relationships between various attributes.

Project 40

Project Portfolio Medical Machine Learning 40

ProjectPro

JUNE 6, 2025

Table of Contents SQL Basics CheatSheet Cheatsheet for SQL Data Manipulation Commands SQL Syntax Cheatsheet: Subqueries SQL Query Cheatsheet: Table Operations Indexes and Constraints Data Retrieval Techniques Advanced SQL Topics Use SQL for Data Analysis with ProjectPro!

SQL 49

SQL Database Data Analysis Relational Database 49

ProjectPro

JUNE 6, 2025

Analysing unstructured data was impossible earlier, however with advancements in big data analytics –cognitive computing systems analyse and comprehend the content of unstructured data by reading e-books , reading tweets or watching videos. Big data analysis has become a common practice in politics.

Big Data 40

Big Data Retail Banking Pharmaceutical 40

ProjectPro

JUNE 6, 2025

Big Data gets over 1.2 Several industries across the globe are using Big Data tools and technology in their processes and operations. According to a study, the Big Data market in the banking sector will reach $62.10 Healthcare is another primary application area of Big Data analytics , and its market will touch $67.82

Big Data 40

Big Data Data Engineer Data Engineering Engineering 40

Knowledge Hut

NOVEMBER 28, 2023

We will discuss the different types of datasets in data science which cover disciplines like data visualization, data processing, machine learning, data cleaning, exploratory data analysis, natural language processing, and computer vision. Link to Dataset 3. Link to Dataset 4.

Datasets 96

Datasets Data Science Project Banking 96

ProjectPro

JUNE 6, 2025

Bank Customer Retention Customers of a bank are likely to withdraw from bank services if the services are not upto the mark. In this project, you will work with the dataset of a bank’s customers that has thirteen feature variables. to build the predictive model.

Machine Learning 40

Machine Learning Project Banking Media 40

WeCloudData

FEBRUARY 3, 2025

Data is shaping our decisions, from scrolling through personalized social media feeds to checking weather forecasts before leaving home. Behind the scenes, Data Science powers banking apps to detect suspicious activity or when you get personalized recommendations on […] The post What is Data Science appeared first on WeCloudData.

Data Science 52

Data Science Banking Media Data 52

ProjectPro

JUNE 6, 2025

Apache Hadoop is synonymous with big data for its cost-effectiveness and its attribute of scalability for processing petabytes of data. Data analysis using hadoop is just half the battle won. Getting data into the Hadoop cluster plays a critical role in any big data deployment.

ETL Tools 40

ETL Tools Hadoop Relational Database Unstructured Data 40

ProjectPro

JUNE 6, 2025

The reason for this growing importance is simple: the world is becoming increasingly data-driven. Learning basic AI concepts , particularly in the beginner-friendly domain of data analysis , will thus become a must-have skill among professionals of different industries. FAQs What is Artificial Intelligence for Data Analysis?

Data Analytics 40

Data Analytics Healthcare Machine Learning Data Analysis 40

ProjectPro

JUNE 6, 2025

As per figures revealed by the Reserve Bank of India (RBI), in response to an RTI request, on average, 229 bank frauds were committed every day in India, resulting in transactions worth Rs. Card Abuse: The customer buys goods and items on the credit card but has no intention to pay back the amount charged by the bank for the same.

Machine Learning 40

Machine Learning Project Algorithm Datasets 40

ProjectPro

JUNE 6, 2025

To avoid null values and duplicate entries, the primary key constraint is applied to the column data. For instance, a social security number, a bank account number, and a bank routing number are all examples of a primary key. What is the goal of data modelling? Data Modeling Exercises With Answers 94.

Data Warehouse 53

Data Warehouse NoSQL PostgreSQL Relational Database 53

ProjectPro

JUNE 6, 2025

These Apache Hadoop projects are mostly into migration, integration, scalability, data analytics, and streaming analysis. These Apache Spark projects are mostly into link prediction, cloud hosting, data analysis, and speech analysis.

Hadoop 40

Hadoop Project Big Data Scala 40

Knowledge Hut

JUNE 3, 2024

Data Science combines business and mathematics by employing a complex algorithm to the knowledge of the business. Not only in business, but data analysis is also paramount in various fields like predicting disease outbreaks, weather forecasting, recommendations in healthcare, fraud detection, etc.

Programming Language 96

Programming Language Entertainment Data Science Banking 96

ProjectPro

JUNE 6, 2025

Security and Data Privacy Big Data Developers work closely with data protection officers to implement robust security measures, encryption, and access controls to safeguard data. Analysis of Vast Data Stores Big Data Developers use data mining and analysis tools to analyze vast and diverse data stores.

Big Data 40

Big Data Hadoop Scala NoSQL 40

ProjectPro

JUNE 6, 2025

Businesses employ data scientists, analytical frameworks, datasets , and various tools and techniques to leverage vast amounts of data for their profit. The Bureau of Labor Statistics (BLS) predicts that between 2018 and 2028, demand for data analysts will increase by 26%.

Consulting 40

Consulting Healthcare Programming Language BI 40

Cloudera

NOVEMBER 18, 2021

In doing so, the IRS has achieved remarkable outcomes, including improving the speed of data analysis by 8x and halving infrastructure costs. As a bank that understands the future of financial services as data-driven, Bank of the West chose to adopt the Cloudera platform as the linchpin of its digital transformation.

Banking 77

Banking Data Lake Telecommunication Government 77

ProjectPro

JUNE 6, 2025

Use the Anime dataset to build a data warehouse for data analysis. Once the data has been collected and analyzed, it becomes ready for building the recommendation system. Such data warehouses enable organizations to understand performance measures, including ROI, lead attribution, and client acquisition costs.

Data Warehouse 40

Data Warehouse Coding Project Google Cloud 40