Quite recently we’ve built event analytics for our team and thought to share this experience with you in this post . Many of “out-of-the-box” analytics solutions… Read More »Event Analytics: How to Define User Sessions with SQL
ETL stands for Extract, Transform, Load. It has been a traditional way to manage analytics pipelines for decades. With the advent of modern cloud-based data… Read More »ETL vs ELT: Considering the Advancement of Data Warehouses
A single query optimization tip can boost your database performance by 100x. At one point, we advised one of our customers that had a 10TB… Read More »Simple Tips for PostgreSQL Query Optimization
After reviewing 8 great ETL tools for fast-growing startups, we got a request to tell you more about open source solutions.There are many open source ETL… Read More »Open Source ETL: Apache NiFi vs Streamsets
When our customers ask us what the best data warehouse is for their growing company, we consider the answer based on their specific needs. Usually,… Read More »Choosing Between Modern Data Warehouses
Many of “out-of-the-box” analytics solutions come with automatically defined user sessions. It’s good to start with, but as your company grows, you’ll want to have… Read More »Event Analytics: How to Define User Sessions with SQL
The Statsbot team estimated LTV 592 times for different clients and business models. Customer lifetime value, or LTV, is the amount of money that a… Read More »Using SQL to Estimate Customer Lifetime Value (LTV) without Machine Learning
In recent years, the field of object detection has seen tremendous progress, aided by the advent of deep learning. Object detection is the task of… Read More »Improving Real-Time Object Detection with YOLO
Generative adversarial networks (GANs) are a class of neural networks that are used in unsupervised machine learning. They help to solve such tasks as image… Read More »Generative Adversarial Networks (GANs): Engine and Applications
Today, many companies use big data to make super relevant recommendations and growth revenue. Among a variety of recommendation algorithms, data scientists need to choose… Read More »Recommendation System Algorithms
