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Basic concepts of azure for future data scientists

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In Azure, for MLOps it has a dedicated machine learning platform which is an enterprise-grade machine learning service to build and deploy models faster.

It has robust MLOps capabilities that enable the creation and deployment of models at scale using automated and reproduction machine learning workflows.

All the steps phases…

Theory explanation of each algorithm with technical terms

You are new to natural language processing, this article is for you, to get an overview of NLP algorithms from the scratch.

Topics to be covered in the progressive approach of algorithms:

- Introduction to NLP
- Simple String Methods and its pros and cons
- Regular expression and its pros and cons
- Level 1: Tokenization, lemmatization, stop words and their pros…

Natural Language Processing

Words are converted to vectors or numbers

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These two topics can be used as a word embedding where the words are converted to vectors or numbers i.e. sparse matrix. The sparse matrix or sparse array is the matrix that contains more number of zero’s and less number of one’s i.e. more number of zero’s.

In this article…

Programming

Understand the concept of file creation

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This article will clear all the confusion in creating and editing files in Linux. Linux is an open-source kernel and become an operating system with open-source software.

History of Linux

It was the project of UNIX at Bell Laboratory in New Jersey. After five years the project withdraw but the…

Faster and stable features

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Python, an interpreted, high-level, general-level programming language, is becoming one of the most preferred programming languages nowadays. Python is used for analysis purposes, task automation, Artificial Intelligence, Machine learning, and so much more. Due to many varying requirements, Python is consistently upgraded to enhance the performance of the existing libraries…

Amit Chauhan

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