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Understanding the Machine Learning Project Life cycle

Feb 1, 20238 min read

A blog covering all the important elements of an ML project lifecycle. · Machine Learning Project Life cycle Machine Learning (ML) projects follow a...

Understanding the Machine Learning Project Life cycle

Recognize dates from documents using Sliding Window Algorithm & Python OCR.

Jan 7, 20233 min read

In this article, we’ll see how to recognize dates of different formats from any document using Python. · Hey there 👋, Today, let’s solve a text...

Recognize dates from documents using Sliding Window Algorithm & Python OCR.

How I built a real-time Machine Learning system with Kafka, Elasticsearch, Kibana, and Docker

Dec 4, 20224 min read

We will design and build a real-time sentiment analysis and hate detection system. This is a project that I made in the “Turn Language into Action,...

How I built a real-time Machine Learning system with Kafka, Elasticsearch, Kibana, and Docker

How to create an end-to-end Machine Learning pipeline with AMLS (Azure Machine Learning Studio)

May 2, 20225 min read

Welcome👋! Today let us build an end-to-end Machine learning pipeline with Microsoft Azure Machine Learning Studio. We are using the adult income...

How to create an end-to-end Machine Learning pipeline with AMLS (Azure Machine Learning Studio)

What and Why do we need MLOps? (Part 1 - Introducing MLOps)

Apr 15, 20223 min read

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" · What is...

What and Why do we need MLOps? (Part 1 - Introducing MLOps)

KNN from scratch VS sklearn

Mar 26, 20226 min read

Build a KNN from scratch and apply it to a dataset with 23 different features and find its performance against KNN by sklearn. · Welcome👋, In this...

KNN from scratch VS sklearn