Docker, Airbyte, DBT, Apache Superset with Brazilian Ecommerce Data & Applying RFM in DBT — In this story, we will talk about the modern data architectures and open-source new generation tools used in modern data architectures. I have created a repo to use it by following this text. I will be sharing some examples from the repo during this text. …

Creating own experimental lab by Docker to simulate ELT. What Analytics Engineering is. Introduction to dbt. What is the difference between ETL and ELT? — Introduction I have been meeting with new tools for 3 weeks. After starting new work with a new job scope, I needed to learn new technologies. I had already known some tools but in this time I became more familiar with them. For example, I had known Docker before starting the…

Clear Explanation of How to Build & Run Superset. How We Can Add New Datasources like MsSQL. How We Can Store Our Metadata On Custom Database. How to Apply Local Changes on Superset. — I recall that I was super happy when I saw Apache Superset for the first time. I was enormously excited to use it. However, it did not take long before I started suffering while trying to run it on my local. Then I created some scripts that I will share…

Setup on Your Local Machine with Docker, Creating a Dummy DB, Create SQLPad Connections, Bind SQLite With Docker Volumes, Run Some Queries — Introduction In this story, we will talk about an open-source tool for data investigation I met this week: SQLPad. Maybe you know, I have gotten some steps in my career that I have written in my previous paper. Nowadays, I meet some new technologies. …

Essential Terms of Time Series, Smoothing Methods to Forecast and Applied Example of Triple Exponential Smoothing with Python, Hyperparameter Optimization — Hey, it has been a while since I have written. Actually, I missed this platform however I have excuses why I couldn’t write any publish. I have come so close to finish my university education and also I have did some changes on my career in these weeks I couldn’t…

AWS Cloud9, AWS EC2, Makefile, GitHub Action, Google Cloud App Engine, Google Cloud Build Hi there. In this story, we will try to do an introduction to CI & CD. …

Not Necessary to Know Machine Learning, Just Focus on Practical Side — Hi. Last weekend, I was hanging around on Coursera to find good quality content to consume. And I came across with “Create Your First Chatbot with Rasa and Python” guided project. Of course, I consumed it and took some notes. In this story, we will try to understand what Rasa…

By using Python, Pandas, Plotly — Hi everyone. I am Baysan from Turkey. I had been writing about Django until I decided to write this story. You can get that series from below: DjangoAdminForMedium/README.md at main · mebaysan/DjangoAdminForMedium I started to prepare this repo to explain how we can customize the Admin app in Django. This repo is dependent a Medium…github.com In this story, we will try to cover how we can automatically generate data structure for using in Sankey diagrams. To do that…

List Editable, Tabular & Stacked Inlines, Collapsing Sections, Horizontal & Vertical Filters — What a week it was! A bunch of job meetings, then completed some tasks and tried to develop a new infrastructure for permanent work. And now I can write these lines as meditation. I got that I satisfy myself while writing. Hopefully, you will also be satisfied while reading. We…