Natural Language Processing

Natural Language Processing

Natural Language Processing, usually shortened as NLP, is a branch of artificial intelligence that deals with the interaction between computers and humans using the natural language.

The ultimate objective of NLP is to read, decipher, understand, and make sense of the human languages in a manner that is valuable.

Read more.

Word Prediction Model

The word prediction model can be developed and stored as a file. This can be further called upon to use the model.

Pre requisites include basic packages such as

  • numpy
  • keras
  • pickle
  • string

Find the entire model in the github repository.

Output

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Chat Servers

Requirements

Two Operating Systems to act as Client Server and Host Server. These severs be fed with a python code to communicate with each other. Using the concept of multi-threading, the python code runs simultaneously in both the systems.

Code

import socket
import threading
import os

s = socket.socket(socket.AF_INET,socket.SOCK_DGRAM)

ip = “13.126.199.236”
port = 3000
s.bind( (ip,port) )

def t():
while True:
msg=input()
s.sendto(msg.encode(),(“13.126.199.236”,3000))
x=s.recvfrom(1024)
data=x[0]
print(“linux : “+data.decode())

t1 = threading.Thread(target = t)
t2 = threading.Thread(target = t)
t3 = threading.Thread(target = t)
t1.start()
t2.start()
t3.start()

Visit https://github.com/abhiroopbasak/python/blob/master/chat_server for more information.

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Ansible Workshop

Workshop review

The workshop held on 28.12.2020 was an amazing way of ending the year with an insight into the world of Automation by the people best at it. Eminent professionals from RedHat joined to impart valuable experience and knowledge to students. Mr. Sreejith Anujan, Principal Instructor at RedHat and Arun Eapen, Service Delivery, GLS at RedHat Asia Pacific.

Participants were introduced to Ansible Tower, a wonderful tool to implement automation in form of CI/CD pipelines. AWS ec2 instances were used to setup a VPC network. Oracle Cloud was implemented using third party APIs using the principle of python. ChatOps was introduced using notification system implemented in slack, mail and messages as an outcome of the CI/CD pipelines.

RedHat and Linux World came up with this amazing initiative to help students grasp better understanding and preparing them for RH-294 certification.

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