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Simplify SQL Automation with CrewAI: A Comprehensive Guide

Jul 8, 2024 · 7 min read · SQL is easily one of the most important languages in the computer world. It serves as the primary means of communication with relational databases, where crucial data of most organizations is stored. SQL plays a significant role including analyzing c...

Build and Deploy an ML model with Streamlit, Docker and GKE

Feb 23, 2023 · 13 min read · Introduction You have a dataset, did extensive data analysis, and built a model around it; now, what? The next step will be to deploy the model on a server, so your model will be accessible to the general public or your development team to integrate ...

Logistic Regression From Scratch

Feb 12, 2023 · 9 min read · Introduction to Logistic Regression If you are here, you are already introduced to the concept of logistic regression and probably have had your hands dirty working on different datasets. Scikitlearn’s LogisticRegression is by far the best tool to us...

JWT and Oauth2 Authentication with Fast API

Jan 15, 2023 · 11 min read · Introduction Authentication and authorization are essential concepts of API building. While building any API, it is vital to authenticate and authorize the users to access any resources. People often misuse these two terms. The difference between the...