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Avik Das
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Dec 30, 2021

Sklearn Metrics

The sklearn.metrics module implements several loss, score, and utility functions to measure classification performance. Some metrics might require probability estimates of the positive class, confidence values, or binary decisions values. Most implementations allow each sample to provide a weighted contribution to the overall score, through the sample_weight parameter. Model selection…

3 min read

3 min read


Dec 30, 2021

Image Segmentation

Image segmentation is an aspect of computer vision that deals with segmenting the contents of objects visualized by a computer into different categories for better analysis. The contributions of image segmentation in solving a lot of computer vision problems such as analysis of medical images, background editing, vision in self…

8 min read

8 min read


May 9, 2021

How to Develop and publish package at Pypi library

Let’s start from scratch : Step : 1 Login to Pypi : https://pypi.org/account/login/ 2. Click on mentioned marked below: 3. Create API token for authentication and save it , otherwise you can’t retrieve the key later. Step : 2 4. Create folder structure:

3 min read

How to Develop and publish package at Pypi library
How to Develop and publish package at Pypi library

3 min read


Jan 25, 2021

Data.World Quick Start

A database for every thing To access via Python: ( go to home page after login ) Open Spyder :

5 min read

Data.World Quick Start
Data.World Quick Start

5 min read


Jan 12, 2021

Querying Microsoft Graph API with Python

Introduction In order to deliver a rich data-driven experience to your users, you are likely to integrate custom-built applications with your organization’s data. Microsoft Graph, a REST API, offers the ability to interact with data in Office 365. In this post, I will illustrate connecting to your Azure Active Directory (Azure…

4 min read

Querying Microsoft Graph API with Python
Querying Microsoft Graph API with Python

4 min read


Nov 22, 2020

Demystifying APIs and Middleware

I have had a number of conversations lately discussing the world of APIs and middleware and where the overlaps are. There are a lot of legitimate questions around this topic as there are innumerable perspectives, so I’ve taken a stab at structuring my thoughts on it. …

6 min read

Demystifying APIs and Middleware
Demystifying APIs and Middleware

6 min read


Nov 21, 2020

Simple steps to use Docker and Git

1 min read

Simple steps to use Docker and Git
Simple steps to use Docker and Git

1 min read

Simple steps to use Docker and Git

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Nov 9, 2020

Natural Language Processing: Concepts and Workflow

With the huge influx of unstructured text data from a plethora of social media platforms , different forums and a whole wealth of documents, it’s evident that processing these sources of data to distill the information that they contain is challenging because of the inherent complexity involved in processing them…

11 min read

Natural Language Processing: Concepts and Workflow
Natural Language Processing: Concepts and Workflow

11 min read


Nov 4, 2020

VS Code: Shift+Enter does not send code to Python Interactive — why?

If you go to the Settings( Ctrl + , ) you can see the search bar. There, put in ‘Send Selection To Interactive Window’ or the like, and click the checkbox of ‘Python › Data Science: Send Selection To Interactive Window’. …

1 min read

1 min read

VS Code: Shift+Enter does not send code to Python Interactive — why?

If you go to the Settings( Ctrl + , ) you can see the search bar. There, put in ‘Send Selection To Interactive Window’ or the like, and click the checkbox of ‘Python › Data Science: Send Selection To Interactive Window’. …

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Nov 4, 2020

Installing and using Tesseract 4 on windows 10

Tesseract is an optical character recognition engine which can be used on various operating systems. It’s a free software, released under the Apache License. Originally, Tesseract was developed by Hewlett-Packard as proprietary software in the 1980s, later, it was released as an open source software in 2005. Then from 2006…

7 min read

Installing and using Tesseract 4 on windows 10
Installing and using Tesseract 4 on windows 10

7 min read

Avik Das

Avik Das

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