Machine learning internship details for student Utpal Kumar are summarized. The internship focused on AI and ML through a virtual program supported by AWS Academy. It provided an introduction to machine learning, the machine learning process, common challenges such as limited data, and tools/technologies used including natural language processing. The internship was intended to help transform careers by teaching machine learning.

1. School of Computing Science and Engineering
Course Code – MCAN2333 Course Name – Industry Internship
Program Name:MCA(CSE)
Intrenship :-AI & ML Virtual Internship
Name: Utpal Kumar
Enrollment Number:21SCSE2030238
Program : MCA
Section: 4th
Semester : 3rd
Reviewer Name :Ms. Suman Devi

2. Index
Program Name:MCA
• Introduction
•What is ML
•Machine Learning Process
•Machine Learning Challenges
•Tool and Technology
•Natural Language

3. INTRODUCTION
Program Name:MCA
With a vision to create an industry ready workforce who will eventually become
leaders in emerging technologies, EduSkills & AICTE launches Virtual Internship
program on Machine learning, supported by AWS Academy.
,.

4. What is ML
Program Name:MCA
• Machine Learning is one of the fastest growing fields in the world today and a
Machine Learning Internship opens hitherto unknown opportunities for the
participants.
• Machine learning (ML) is a type of artificial intelligence (AI) that allows
software applications to become more accurate at predicting outcomes without
being explicitly programmed to do so.
• This is what you will get from the AICTE endorsed Machine Learning
Internship - A Chance to Transform your Career.

5. Machine Learning
Program Name:MCA

6. Machine Learning Process
Program Name:MCA
The machine learning process defines the flow of work that a data science team
executes to create and deliver a machine learning model. In addition, the ML
process also defines how the team works and collaborates together, to create the
most useful predictive model.

7. ML Process
Program Name:MCA

8. Machine Learning Challenges
e
Program Name:MCA
5 Challenges of Machine Learning!
• Not enough training data.
• Poor Quality of data.
• Irrelevant features.
• Nonrepresentative training data.
• Overfitting and Underfitting.

9. Program Name:MCA
Machine Learning Challenges

10. Tool and Technology
Program Name:MCA
Machine learning is one of the most revolutionary technologies that is making
lives simpler. It is a subfield of Artificial Intelligence, which analyses the
data, build the model, and make predictions. Due to its popularity and great
applications, every tech enthusiast wants to learn and build new machine
learning Apps. However, to build ML models, it is important to master machine
learning tools. Mastering machine learning tools will enable you to play with
the data, train your models, discover new methods, and create algorithms.

11. Program Name:MCA
Tool and Technology

12. Natural Language
Program Name:MCA
Natural Language Processing (NLP) is part of everyday life and it is essential
to our lives at home and at work. Without giving it much thought, we send
voice commands to our virtual home assistants, our smartphones, and even our
vehicles. Voice-enabled applications such as Alexa, Siri, and Google Assistant
use NLP and Machine Learning (ML) to answer our questions, add activities to
our calendars and call the contacts that we state in our voice commands. NLP is
not only making our lives easier, but revolutionizing the way we work, live,
and play.

13. Program Name:MCA
Natural Language