Ostap Demkovych

Ostap Demkovych

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How to Improve Medical Diagnosis Using Machine Learning
Application Development
How to Improve Medical Diagnosis Using Machine Learning

Commentary from data scientist on how to improve diagnosis with clustering analysis models (DBSCAN), classification models, and forecasting models (using regression).

How to Identify Micro-Moments in E-Commerce Using Big Data
Big Data
How to Identify Micro-Moments in E-Commerce Using Big Data

Learn the use cases of Big Data for micro-targeting and customer journey personalization in e-commerce and how these could be leveraged in your business.

How to Run a Successful Continuous Delivery
AWS DevOps
How to Run a Successful Continuous Delivery

Learn the best practices for implementing the continuous delivery process to speed up your time-to-market by 20% and improve product quality.

The Ultimate Guide To Credit Card Fraud Detection in Banking
Application Modernization
The Ultimate Guide To Credit Card Fraud Detection in Banking

Discover the benefits of implementing a fraud detection system (apart from catching the fraud) with insights how to build such system.

How Financial Risk Management Software Can Benefit from Big Data Analytics
Big Data
How Financial Risk Management Software Can Benefit from Big Data Analytics

The benefits of big data analysis for financial risk management explained with examples, use cases and commentary from experienced developers.

How to Implement Credit Card Fraud Detection Using Java and Apache Spark
Java Development
How to Implement Credit Card Fraud Detection Using Java and Apache Spark

Learn how to build a robust credit card fraud detection algorithm in Java using Apache Spark and achieve 98.2% AUC rate.

Comparison of Big Data Frameworks: Spark vs. Hadoop
Big Data
Comparison of Big Data Frameworks: Spark vs. Hadoop

Learn what is the difference between Spark and Hadoop frameworks for working with big data and determine which to use for your project.

Healthcare Fraud Detection Using Predictive Analytics
Application Development
Healthcare Fraud Detection Using Predictive Analytics

Learn about the newest healthcare fraud detection methods based on predictive analytics.

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