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SUB-UNIT LEARNING OUTCOMES SESSION/ACTIVITY/PRACTICAL
Activity: Play with chatbots
Elizabot - https://www.masswerk.at/elizabot/

Understand the concept of chatbot and the Mitsuki - https://www.kuki.ai/
Chatbots differences between smartbots and script Cleverbot - https://www.cleverbot.com/
bots. Singtel - https://www.singtel.com/personal/support

Session: Script Bot v/s Smart Bot

Session: Text Processing
● Text Normalisation
Concepts of Natural Learn about the Text Normalization ● Bag of Words
Language Processing: technique used in NLP and the popular NLP Hands-on: Text processing
Text Processing model - Bag-of-Words
● Data Processing

● Bag of Words
● TFIDF

Unit 7: Natural Language Processing (To be assessed through Practicals)

SUB-UNIT LEARNING OUTCOMES SESSION/ACTIVITY/PRACTICAL

Session: Examples of Code and No-code NLP Tools

Session: Introduction to Natural Language Processing
Natural Language Explore the sentiment analysis process using
Processing: Use Case real-life datasets with the Orange Data Mining Hands-on: Case Walkthrough – Steps involved in
Walkthrough tool. project development
Link to steps and dataset: https://drive.google.com/
drive/u/2/folders/1geFLXx
V5890kfcakMfEg_KsH1LPcS_Iz

Part-C: Practical Work

l Write a program to add the elements of the two lists.
l Write a program to calculate mean, median and mode using Numpy

l Write a program to display line chart from (2,5) to (9,10).
l Write a program to display a scatter chart for the following points (2,5), (9,10),(8,3),(5,7),(6,18).
Suggested Programs List
l Read csv file saved in your system and display 10 rows.
l Read csv file saved in your system and display its information
l Write a program to read an image and display using Python
l Write a program to read an image and identify its shape using Python

l Link to AI Activities & steps to AI project development considering real life problem statement
Important Links along with the required dataset https://docs.google.com/spreadsheets/d/1ZQCTT8RM-
l7QfeTzH0n- 5wJLBAoiXu7TFM0Pcp31cX0/edit?usp=sharing