Dipankar Medhi

@dipankarmedhi

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Sharing data & ML solutions for engineering problems.

IndiaJoined January 2022

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Write blogs about software and data.

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Dipankar Medhi's blogs

Dipankar's Blogdipankarmedhi.hashnode.dev14 posts

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dipankarmedhi.hashnode.dev

Understanding the Machine Learning Project Life cycle

Machine Learning Project Life cycle Machine Learning (ML) projects follow a specific life cycle, similar to the DevOps cycle, that guides the development and deployment of ML models. The ML project life cycle consists of several stages that ensure a ...

Feb 1, 20238 min read

dipankarmedhi.hashnode.dev

Logging in Python

Hey👋, Let us go through the necessary steps required to prepare the logging module. Start by creating a logging_util.py file. import logging def get_logger(name, level): logger = logging.getLogger(name) logger.setLevel(logging.DEBUG) c...

Feb 1, 20232 min read

dipankarmedhi.hashnode.dev

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

Hey there 👋, Today, let’s solve a text processing problem that asks us to find any “date” present in a text extracted from an image. We are using “easyocr”, a python OCR library to find the text from the images. Let’s move on with the code. Extracti...

Jan 7, 20233 min read

dipankarmedhi.hashnode.dev

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

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, Natural Language Hackathon by Expert.ai”. I have always been interested in real-time systems and have ...

Dec 4, 20224 min read

dipankarmedhi.hashnode.dev

Streaming tweets using Twitter V2 API | Tweepy

With v2 Twitter API, things have changed when it comes to streaming tweets. Today we're going to see how to use StreamingClient to stream tweets and store them into an SQLite3 database. About Twitter V2 API For streaming tweets, you are most likely t...

Aug 17, 20225 min read

Dipankar Medhi

About

Available for

Dipankar Medhi's blogs

Recently published

Understanding the Machine Learning Project Life cycle

Logging in Python

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

Streaming tweets using Twitter V2 API | Tweepy

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Dipankar Medhi

About

Available for

Dipankar Medhi's blogs

Recently published

Understanding the Machine Learning Project Life cycle

Logging in Python

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

Streaming tweets using Twitter V2 API | Tweepy