Data Science Analytics Services for Enterprise Decisions
Data science analytics services turn enterprise data into decisions that move revenue, cost, and risk. See what they solve and how to measure the value.
Paweł Szczepanik
Data Science
Data Science vs Machine Learning: Where the Value Comes From
Data science and machine learning solve different problems. This guide shows where each one creates business value and when you actually need a model.
Paweł Szczepanik
Building a Data Science Pipeline That Survives Production
A practical, engineering-first guide to building a data science pipeline that holds up in production, from ingestion to monitoring.
Paweł Szczepanik
What a Data Science Consultancy Actually Delivers
A practical look at what a data science consultancy delivers, how engagements run, and how to pick a partner that ships measurable business results.
Paweł Szczepanik
Data Science Consulting Services: From Data to Decisions
What data science consulting services deliver for enterprises: pipelines, modeling, and MLOps that turn data into decisions you can defend and maintain.
Paweł Szczepanik
Differences between Airflow 1.10.x and 2.0
Explore Apache Airflow 2.0's new features, including a redesigned UI, enhanced scheduler, REST API, Smart Sensors, and improved DAG management.
Pawel Budzyn
Improve your python code quality – a python linters overview
Python linters check code against PEP 8 and catch errors early. Compare Pylint, Flake8, and PyFlakes to find the right balance of depth and simplicity.
Test Driven Development in Python using Pytest
Write tests before code with pytest: a Test Driven Development workflow in Python, from project structure to a worked example.
The difference between Big Data and Data Analytics
Big Data vs Data Analytics: the two sound similar but solve different problems. Learn what sets them apart and when your data team should use each one.
What is database denormalization? Advantages, disadvantages and examples
Learn about database denormalization, its advantages, disadvantages, and examples. Discover how it optimizes query speed and simplifies database architecture.
Maciej Hampel
What is visual search and how does it work?
Visual search lets users find products with an image instead of words. Learn how it works, the technology behind it, and why retailers are adopting it.
Best cloud storage for business in 2021
Discover top cloud storage solutions like AWS, Azure, Google Cloud, and Oracle. Learn their features, benefits, and how to choose the best for your business.
Maciej Pomiklo