SQL, as we all know, is a language used to manage and manipulate data in databases. On the other hand, Pandas is a data manipulation and analysis library in Python. Moreover, SQL is often used to…
Main method in Python. What does if __name__ == ”__main__” do in Python, how and when to use it when invoking scripts vs module imports
In my previous blogs, I have talked about the three key pipelines (1) Data and Feature Engineering Pipelines, (2) ML Model Training and Re-training Pipelines, (3) ML Model Inference and Serving…
I once read that in programming an error in code is called bug for a very specific reason. When computers were still huge mainframes (a long, long time ago) it happened that a bug got stuck in the…
A review of Chomsky's views on linguistics and LLMs
With feature engineering, we immediately think about tabular data. Yet, we can also get features for image data. The goal is to extract the most important aspects of the image. Doing so will make it…
Learn how to improve the Bash script experience by sharing scripts and implementing argument parsing and help pages with ease.
· Abstract · Casual Introduction to Data Science & Analytics ∘ Skills of a Data Scientist ∘ Key lessons from the Industry · What are the different analytics levels? · What is Sweetviz? · Analyzing…
Dependency injection as a concept is neither sexy nor cool, as pretty much any design pattern. And despite that, when properly harnessed, it is extremely useful — again, as pretty much any design…
You’re most likely accustomed to running Python scripts on your local machine. However, that machine may not be able to meet the compute or storage requirements needed to run certain operations.
