Store Layout Optimization using AWS
Import from wordpress feed
January 30, 2025
Optimal layout process involves allocating space and arranging equipment and other physical assets in such a way that the operating costs are minimized and process efficiencies are maximized. At the micro level (within a department) layout changes can and should be made as and when a need arises. S
See publication
Tags: AI, Analytics, Cloud
Product Return Prediction using AWS
Import from wordpress feed
January 21, 2025
Predicting Product Returns in Online Retail. A successful and practical strategy should focus on identifying consumption patterns associated with a very. high return rate before the transaction even takes place. To date there is no such strategy in the academic. literature. Step 1: Define the Prob
See publication
Tags: AI, Analytics, Cloud
Cart Abandonment Prediction using AWS
Import from wordpress feed
January 01, 2025
The cart abandonment rate shows how many of the items that are added to the shopping cart are abandoned. It is calculated by dividing the total number of completed transactions by the total number of transactions that were initiated. Step 1: Define the Problem Objective: Predict whether a user will
See publication
Tags: AI, Analytics, Cloud
Website Personalization using AWS
Import from wordpress feed
December 30, 2024
Website personalization is a marketing strategy that creates a customized experience for each visitor to a website. The goal is to provide a relevant and tailored experience that makes visitors feel valued and increases the likelihood of conversion. Step 1: Define the Problem Objective: Use machin
See publication
Tags: AI, Analytics, Cloud
Budget Allocation Optimization and AWS
Import from wordpress feed
December 21, 2024
An investment decision (budget allocation) relating to media is a typical economic optimization problem, which is simple in terms of the basic idea. Assuming given means, the return should be maximized by distributing the budget between action alternatives. Budget Allocation Optimization System usi
See publication
Tags: AI, Analytics, Cloud
Rosetta Code:99 bottles of beer
Import from wordpress feed
December 05, 2024
Systematic Decrementing Rosetta Code is a website that shows how to solve the same problems in different programming languages. It demonstrates the variety of approaches and programming styles available. The problem we will cover in this post is called the 99 bottles of beer. Task Display the comple
See publication
Tags: AI, Analytics, Cloud
Financial Anomaly Detection using AWS
Import from wordpress feed
December 01, 2024
Financial anomaly detection refers to the process of identifying unusual patterns or transactions within financial data that deviate significantly from expected norms, often signifying potential fraudulent activity, errors, or other irregularities, allowing institutions to proactively monitor and fl
See publication
Tags: AI, Analytics, Cloud
Stock Level Optimization using AWS
Import from wordpress feed
November 30, 2024
“Stock level optimization,” also called inventory optimization, is the practice of strategically managing and controlling the amount of stock a business holds to ensure they have the right products available to meet customer demand while minimizing storage costs and preventing overstock
See publication
Tags: AI, Analytics, Cloud
Cost Optimization using AWS
Import from wordpress feed
November 21, 2024
Cost optimization is a business practice that aims to reduce costs while increasing business value. It involves identifying areas where money is being wasted, finding more cost-effective alternatives, and using resources more efficiently. Architecture Overview This solution uses the following AWS
See publication
Tags: AI, Analytics, Cloud
Revenue Leakage Detection using AWS
Import from wordpress feed
November 01, 2024
“Revenue leakage detection” refers to the process of actively identifying and addressing potential issues within a business that could lead to lost revenue, by analyzing data to pinpoint areas where income is not being fully captured due to errors, inefficiencies, or system discrepancies
See publication
Tags: AI, Analytics, Cloud
Fraud Detection Using Machine Learning
Medium
February 25, 2024
This explores the strategies employed by data scientists, unveiling the hidden patterns and connections that expose fraudulent transactions. By using clear analogies and practical code examples, we’ll break down various techniques like anomaly detection, clustering, association rule learning, link analysis, and rule-based systems to build a robust and multifaceted defense against fraudsters.
See publication
Tags: Generative AI
Prompt Engineering using Open AI
Medium
September 01, 2023
Prompt engineering requires specific instructions and a creative approach to generate prompts that guide large language models towards the required outputs.
See publication
Tags: Generative AI