Dipankar's Blog

Feb 1, 20238 min read

Understanding the Machine Learning Project Life cycle

A blog covering all the important elements of an ML project lifecycle.

Logging in Python
Feb 1, 20232 min read
Recognize dates from documents using Sliding Window Algorithm & Python OCR.
Jan 7, 20233 min read
How I built a real-time Machine Learning system with Kafka, Elasticsearch, Kibana, and Docker
Dec 4, 20224 min read
Streaming tweets using Twitter V2 API | Tweepy
Aug 17, 20225 min read

How to create an end-to-end Machine Learning pipeline with AMLS (Azure Machine Learning Studio)
Welcome👋! Today let us build an end-to-end Machine learning pipeline with Microsoft Azure Machine Learning Studio. We are using the adult income dataset. For a more detailed tutorial, visit the official Microsoft Azure documentation. https://docs.mi...
May 2, 20225 min read
What and Why do we need MLOps? (Part 1 - Introducing MLOps)
A recap of Part 1 of the book "Introducing MLOps: How to Scale Machine Learning in the Enterprise by Mark Treveil and the Dataiku Team"
Apr 15, 20223 min read
Build a todo CLI using GO
In this article, we build a simple todo-CLI using the Go programming language.
Apr 14, 20228 min read
Part1 - Introduction (Clean Architecture by Robert C.Martin)
Overview of Part1 (Introduction) of the book "Clean Architecture: A Craftsman guide to Software Structure and Design by Robert C. Martin".
Apr 4, 20223 min read
KNN from scratch VS sklearn
Build a KNN from scratch and apply it to a dataset with 23 different features and find its performance against KNN by sklearn.
Mar 26, 20226 min read
How does Blockchain change the Financial industry?
A brief about how Blockchain technology will change the current banking or finance system.
Mar 18, 20225 min read