ElegantJ BI

OCTOBER 18, 2018

Credit/Loan Approval Analysis – Given a list of client transactional attributes, the business can predict whether a client will default on a bank loan. Business Benefit: Once classes are assigned, the bank will have a loan applicant dataset with each applicant labeled as “likely/unlikely to default”.

Banking 130

Banking Data Discovery Business Intelligence Business Intelligence 130

ElegantJ BI

OCTOBER 18, 2018

Credit/Loan Approval Analysis – Given a list of client transactional attributes, the business can predict whether a client will default on a bank loan. Business Benefit: Once classes are assigned, the bank will have a loan applicant dataset with each applicant labeled as “likely/unlikely to default”.

Banking 130

Banking Data Discovery Business Intelligence Business Intelligence 130

ElegantJ BI

OCTOBER 16, 2018

To access the characteristics of a customer such as his or her purchase frequency, income, age, type of bank account, occupation etc. that leads to purchase of a particular banking product such as installment loan, personal loan, checking account etc. Let’s take a closer look at an example of classification tree analysis.

Banking 130

Banking Retail Data Discovery Business Intelligence 130

ElegantJ BI

OCTOBER 16, 2018

To access the characteristics of a customer such as his or her purchase frequency, income, age, type of bank account, occupation etc. that leads to purchase of a particular banking product such as installment loan, personal loan, checking account etc. Let’s take a closer look at an example of classification tree analysis.

Banking 130

Banking Retail Data Discovery Business Intelligence 130

ElegantJ BI

SEPTEMBER 9, 2021

Smarten Augmented Analytics tools include Assisted Predictive Modeling , Smart Data Visualization , Self-Serve Data Preparation , Clickless Analytics with natural language processing (NLP) for search analytics , Auto Insights , Key Influencer Analytics , and SnapShot monitoring and alerts.

Data Discovery 130

Data Discovery Banking Business Intelligence Business Intelligence 130

ElegantJ BI

SEPTEMBER 9, 2021

Business Benefit: Loan applicant’s can discover what predictors can lead towards the required loan amount to be eligible for further proceedings in turn ensuring systematic banking approach and also assist banks to check the loan eligibility criteria before sanctioning a loan to the applicant. Use Case – 2.

Data Discovery 130

Data Discovery Banking Business Intelligence Business Intelligence 130

ElegantJ BI

SEPTEMBER 9, 2021

Business Benefit: Loan applicant’s can discover what predictors can lead towards the required loan amount to be eligible for further proceedings in turn ensuring systematic banking approach and also assist banks to check the loan eligibility criteria before sanctioning a loan to the applicant. Business Use Case – Agriculture.

Data Discovery 130

Data Discovery Banking Business Intelligence Business Intelligence 130

ElegantJ BI

AUGUST 14, 2018

Use Case – 2 Business Problem: A bank marketing manager wishes to analyze which products are frequently and sequentially bought together. Business Benefit: Based on the rules generated, the organization can determine which banking products can be cross sold to each existing or prospective customer to drive sales and bank revenue.

Banking 130

Banking Data Discovery Business Intelligence Business Intelligence 130

ElegantJ BI

OCTOBER 16, 2018

Use Case – 1 Business Problem: A bank loan officer wants to predict if the loan applicant will default on a loan, based attributes such as Loan amount, monthly payment installments, employment tenure, number of times delinquent, annual income, debt to income ratio etc. How Can SVM Classification Analysis Benefit Business Analytics?

Banking 130

Banking Data Discovery Business Intelligence Business Intelligence 130

ElegantJ BI

AUGUST 14, 2018

Use Case – 2 Business Problem: A bank marketing manager wishes to analyze which products are frequently and sequentially bought together. Business Benefit: Based on the rules generated, the organization can determine which banking products can be cross sold to each existing or prospective customer to drive sales and bank revenue.

Banking 130

Banking Data Discovery Business Intelligence Business Intelligence 130

ElegantJ BI

OCTOBER 16, 2018

Use Case – 1 Business Problem: A bank loan officer wants to predict if the loan applicant will default on a loan, based attributes such as Loan amount, monthly payment installments, employment tenure, number of times delinquent, annual income, debt to income ratio etc. How Can SVM Classification Analysis Benefit Business Analytics?

Banking 130

Banking Data Discovery Business Intelligence Business Intelligence 130

BizAcuity

APRIL 1, 2023

AML regulations and procedures help organizations identify, monitor, and report suspicious transactions and provide an additional layer of protection against financial crime. Exploratory Data Analysis (EDA) EDA is used to analyze data and summarize their main properties and characteristics using visual techniques.

Predictive Analytics 130

Predictive Analytics Monitoring Banking Documentation 130

BizAcuity

JANUARY 18, 2023

AML regulations and procedures help organizations identify, monitor, and report suspicious transactions and provide an additional layer of protection against financial crime. EDA is used to analyze data and summarize their main properties and characteristics using visual techniques. How Machine Learning Helps Detect and Prevent AML.

Predictive Analytics 130

Predictive Analytics Monitoring Banking Documentation 130

ElegantJ BI

OCTOBER 18, 2018

Use Case – 2 Business Problem: A bank-marketing manager wishes to analyze which products are frequently and sequentially bought together. Business Benefit: Based on the rules generated, banking products can be cross-sold to each existing or prospective customer to drive sales and bank revenue.

Business Analysis 130

Business Analysis Business Analysis Banking Data Discovery 130

ElegantJ BI

OCTOBER 18, 2018

Use Case – 2 Business Problem: A bank-marketing manager wishes to analyze which products are frequently and sequentially bought together. Business Benefit: Based on the rules generated, banking products can be cross-sold to each existing or prospective customer to drive sales and bank revenue.

Business Analysis 130

Business Analysis Business Analysis Banking Data Discovery 130

ElegantJ BI

SEPTEMBER 19, 2021

Smarten Augmented Analytics tools include Assisted Predictive Modeling , Smart Data Visualization , Self-Serve Data Preparation , Clickless Analytics with natural language processing (NLP) for search analytics , Auto Insights , Key Influencer Analytics , and SnapShot monitoring and alerts.

Data Discovery 130

Data Discovery Banking Business Intelligence Business Intelligence 130

ElegantJ BI

SEPTEMBER 19, 2021

Business Benefit: The predictive model will help us identify whether a customer fails to repay the loan depending on certain factors, which would lead to easier identification of risky customers and help the bank avert the risk delinquencies. Business Use Case 2. Business Problem: Predict quality of Red Wine.

Data Discovery 130

Data Discovery Banking Business Intelligence Business Intelligence 130

ElegantJ BI

SEPTEMBER 19, 2021

Business Benefit: The predictive model will help us identify whether a customer fails to repay the loan depending on certain factors, which would lead to easier identification of risky customers and help the bank avert the risk delinquencies. Business Use Case 2. Business Problem: Predict quality of Red Wine.

Data Discovery 130

Data Discovery Banking Business Intelligence Business Intelligence 130

ElegantJ BI

AUGUST 10, 2018

Loan applicants in a bank might be grouped as low, medium, and high risk applicants based on applicant age, annual income, employment tenure, loan amount, the number of times a payment is delinquent etc. How Does an Enterprise Use the KMeans Clustering Algorithm to Analyze Data?

Data Discovery 130

Data Discovery Banking Business Intelligence Business Intelligence 130

ElegantJ BI

AUGUST 10, 2018

Loan applicants in a bank might be grouped as low, medium, and high risk applicants based on applicant age, annual income, employment tenure, loan amount, the number of times a payment is delinquent etc. How Does an Enterprise Use the KMeans Clustering Algorithm to Analyze Data?

Data Discovery 130

Data Discovery Banking Business Intelligence Business Intelligence 130

ElegantJ BI

OCTOBER 17, 2018

Business Problem: A bank wants to find the correlation between income and credit card delinquency rate of credit card holders. How Can the Karl Pearson Correlation Method Be Used to Target Enterprise Analytical Needs? Input Data: The delinquency rate of each credit card customer and the monthly income of each credit card customer.

Data Discovery 130

Data Discovery Banking Business Intelligence Business Intelligence 130

ElegantJ BI

OCTOBER 17, 2018

Business Problem: A bank wants to find the correlation between income and credit card delinquency rate of credit card holders. How Can the Karl Pearson Correlation Method Be Used to Target Enterprise Analytical Needs? Input Data: The delinquency rate of each credit card customer and the monthly income of each credit card customer.

Data Discovery 130

Data Discovery Banking Business Intelligence Business Intelligence 130

The BAWorld

JULY 22, 2024

Data Visualization Specialist/Designer These experts convey trends and insights through visual data. Data Visualization Specialist/Designer These experts convey trends and insights through visual data. Such visuals simplify complex data, aiding businesses and stakeholders to comprehend easily.

IBM Maintenance 95

IBM Maintenance Data Governance Data Quality Government 95

Domo

FEBRUARY 26, 2025

Self-reactiveness: Continuously monitoring performance and making real-time adjustments. Primarily generates creative outputs, such as text or visuals, but lacks decision-making capabilities. AI agents in cybersecurity AI agents autonomously monitor and respond to security threats and identify vulnerabilities.

Supply Chain 59

Supply Chain Healthcare Monitoring Banking 59

Data Pine

NOVEMBER 19, 2019

Exciting and futuristic, the concept of computer vision is based on computing devices or programs gaining the ability to extract detailed information from visual images. Visual analytics: Around three million images are uploaded to social media every single day. Artificial Intelligence (AI).

Artificial Intelligence 111

Artificial Intelligence Vision Banking Retail 111

ElegantJ BI

OCTOBER 18, 2018

Use Case – 1 Business Problem: A bank loans officer wants to predict if a loan applicant will be a bank defaulter or non defaulter based on attributes such as loan amount, monthly installment, employment tenure, the number of times delinquent, annual income, debt to income ratio etc.

Banking 100

Banking Data Discovery Business Intelligence Business Intelligence 100

ElegantJ BI

OCTOBER 18, 2018

Use Case – 1 Business Problem: A bank loans officer wants to predict if a loan applicant will be a bank defaulter or non defaulter based on attributes such as loan amount, monthly installment, employment tenure, the number of times delinquent, annual income, debt to income ratio etc.

Banking 100

Banking Data Discovery Business Intelligence Business Intelligence 100

The BAWorld

NOVEMBER 12, 2020

Tableau is the leading Data visualization and Business Intelligence tool and is placed as the leader in the Gartner magic quadrant 2020. Currently, Tableau is one of the most powerful and fastest growing Business Intelligence and visualization tool in the industry. Tableau Overview. Popularity of Tableau. This is the beauty of Tableau.

Visualization 98

Visualization Monitoring Business Intelligence Business Intelligence 98

ElegantJ BI

OCTOBER 16, 2018

Finance – An organization might use this technique to Identify if demographic factors influence banking channel/product/service preference or selection of a type of term plan of an insurance etc. How Can the Chi Square Test of Association Be Used for Business Analysis?

Data Discovery 130

Data Discovery Retail Banking Business Intelligence 130

ElegantJ BI

OCTOBER 16, 2018

Finance – An organization might use this technique to Identify if demographic factors influence banking channel/product/service preference or selection of a type of term plan of an insurance etc. How Can the Chi Square Test of Association Be Used for Business Analysis?

Data Discovery 130

Data Discovery Retail Banking Business Intelligence 130

Tableau

MARCH 3, 2021

We have made self-service visual analytics ubiquitous, and we make it easy to analyze your data, wherever it may be. Companies and citizens are monitoring the spread of infections and vaccine rollout constantly. Census, the United Nations, and the World Bank. Product management senior manager, Tableau. Kristin Adderson.

Retail 111

Retail Banking Finance Government 111

Data Pine

AUGUST 12, 2020

This is where the need to use a report tool and monitor when all of these little and big changes arise: knowing what is happening in your business is key to keep it afloat and be prepared to face any transformation or drastic shift. Visual financial business report example. Visual investors business report example.

Retail 119

Retail Visualization Data Visualization Finance 119

The BAWorld

SEPTEMBER 27, 2024

This training program offers you the opportunity to get certified with ECBA certification as well as have banking domain understanding. We have a Business analyst training course with domain training in-built into it.

UML 92

UML Requirements Gathering Banking Business Analysis 92

Business Analysis Knowledge Share

JULY 8, 2024

Bank of America’s Erica is an AI-driven virtual assistant that helps users with banking tasks, from checking balances to making payments. Pinterest uses AI for visual search, enabling users to find similar images and products by uploading a photo.

Predictive Analytics 74

Predictive Analytics User Experience Artificial Intelligence Banking 74

Insight Software

MARCH 2, 2021

Rapidly changing occupancy patterns, volatility in the economy, and tightening liquidity are forcing real estate professionals to remain agile – keeping a close watch on cash flow, maintaining good relationships with lenders, and closely monitoring external factors that impact the real estate market.

Finance 98

Finance Banking Planning Monitoring 98

Insight Software

DECEMBER 9, 2020

Reducing inventory on hand allows for more efficient production planning and operations, and it converts the value of product that is sitting on the shelf to cash in the bank. Banks and other lenders look closely at an organization’s balance sheet when determining creditworthiness, including lines of credit, loan amounts, and interest rates.

Finance 81

Finance Supply Chain Banking Monitoring 81

Marutitech

FEBRUARY 23, 2022

Key Industries : Banking, Telecommunications, Retail, Automotive, Insurance. 2. Key Industries : Insurance, Telecommunications, Banking, Retail. 3. Key Industries : Banking, Pharmaceutical, Automotive, Retail, Insurance, Telecommunications, Utilities. 4. Key Industries : Banking, Insurance, Retail. 7.

Predictive Analytics 92

Predictive Analytics Supply Chain Pharmaceutical Retail 92