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Sentiment Analysis is the Natural Language Processing (NLP) process to determine if a customer opinion is positive or negative.
In this article, we will get our hands dirty by performing Sentiment Analysis using NLTK and Scikit-Learn on the Kaggle Restaurant Reviews data set.
Here is the link to the article on Sentiment Analysis:
Textual Sentiment Analysis using NLTK and Scikit-Learn
Enjoy 🙂 !!!
To apply Machine Learning techniques to NLP, one needs to perform Feature Extraction from the text documents in the Corpus. In this article we explore the approaches to performing Feature Extraction.
Here is the link to the article on NLTK:
Feature Extraction for Natural Language Processing
Enjoy 🙂 !!!
Natural Language Toolkit (NLTK) is a popular Python open source Natural Language Processing (NLP) library that allows one to perform various language processing tasks.
Here is the link to the article on NLTK:
Basics of Natural Language Processing using NLTK
Enjoy 🙂 !!!
Recently experimented with installing a FireWire card on a Windows 10 computer and using WinDV to rip and convert the video content on a MiniDV tape to a digital format.
This article provides the step-by-step instructions to convert a MiniDV tape to a Digital file format (AVI).
Here is the link to the article:
Ripping MiniDV to Digital Format
Enjoy 🙂 !!!
Heard of the Windows Subsystem for Linux (WSL) in Windows ???
It provides a seemless integration between Windows and Linux and allows a developer to have best of both the worlds under one roof.
This article documents the steps in the process to setup and use WSL 2 on a Windows machine.
Here is the link to the article:
Enjoy 🙂 !!!
In this article, we will introduce the concept of Zero Knowledge Proofs (ZKP) and look at one of the earlier ZKP schemes proposed by Amos Fiat and Adi Shamir, along with a simple proof-of-concept.
Here is the link to the article:
Fiat-Shamir Zero Knowledge Proof
Enjoy 🙂 !!!
In this article, we will introduce the mathematical concept behind Modular Arithmetic with some examples.
Here is the link to the article:
Number Theory :: Modular Arithmetic
Enjoy 🙂 !!!
Just recently experimented with the use of Pi-hole (running on an ARM based SBC) as the Network-wide Ads and Internet Tracking blocker.
This article provides the step-by-step instructions to get Pi-hole running on Docker.
Here is the link to the article:
Pi-hole using Docker on ODroid-C2
Enjoy 🙂 !!!
In this article, we will introduce the mathematical concept behind Elliptic Curves with some examples and its usage in Cryptography.
Here is the link to the article:
Enjoy 🙂 !!!
My nineth post on LinkedIn and here is the link:
Hope is useful for others !!!