Posts
All the articles I've posted.
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The complete Anaconda cheatsheet
Anaconda is a python package manager and it is really amazing, it is popular because it brings many of the tools used in data science and machine learning with just one install.
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Mnist handwritten digit classification using tensorflow
Mnist dataset is used as an introduction to neural network for beginners. In this article I use Tensorflow and keras to build a neural network.
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The ultimate guide to confusion matrix in machine learning
This article explains some of the very important terms in Machine learning such as Accuracy, Precision, Recall and Confusion matrix.
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Create Random String and strong Passwords in Python in 4 lines of code
The secrets module is used for generating cryptographically strong random numbers suitable for managing data such as passwords, account authentication, security tokens, and related secrets.
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How to build a Spam Classifier in python and sklearn
The upsurge in the volume of unwanted emails called spam has created an intense need for the development of more dependable and robust antispam filters. This tutorial will help to build a simple spam classifier using python.
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Introduction to Word Frequency in NLP using python
Natural language processing (NLP) refers to the branch of computer science—and more specifically, the branch of artificial intelligence or AI—concerned with giving computers the ability to understand text and spoken words in much the same way human beings can.
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Mushroom dataset analysis and classification in python
Mushroom classification is a machine learning problem and the objective is to correctly classify if the mushroom is edible or poisonous by it's specifications like cap shape, cap color, gill color, etc. using different classifiers.
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How to Use Filter in PostgreSQL with example
Postgres 9.4 was released in December 2014 adding the `FILTER` clause to aggregate functions and this clause is quite useful when you want to count or sum specific records when executing group by.