Basic Start of Machine Learning with Python, Schemes and Mind Maps of Machine Learning

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AI Assignment 1

PYTHON AND PANDAS

By

Team IOIT

AI Assignment 1 – Python and Pandas AI 2024 Online Summer Internship Make Your Place in Top 20% AI Engineers of the World Aim The main aim of this assignment is to understand the basics of Python Programming Language and Pandas Library, so that you should become familiar with the basic techniques needed to read, understand and pre-process different types of data for building Machine Learning Models Learning Outcomes After reading, understanding, analyzing and doing this Assignment, a participant should be able to:

• Understand main concepts related to Python Programming Language and Pandas Library to read, understand and pre-process different types of data for building various useful Machine Learning Models Tasks Note that this Assignment is planned, designed, and developed using a Half- Cooked Approach i.e., some work is done by the instructor and the remaining will be done by you. Since the Assignment is to read, understand and pre- process different types of data using Python and Pandas. Following the Half- Cooked Approach, you are provided with an initial tutorial on Python and Pandas (from Instructor). Your job is to carry out the Tasks given below and answer the associated questions.

Supporting Material

• Download and Install Python and Pycharm o Link: https://www.youtube.com/watch?v=6a2cSXgooDo
• Download and Install Anaconda o Link: https://www.youtube.com/watch?v=_otz2IhSbPU
• Understanding Jupyter Notebook o Link: https://www.youtube.com/watch?v=H9Iu49E6Mxs Guidelines for Assignment Submission

Deadline: 14 - Jul-2024 (23:59 PST)

How to Submit?

Upload your Tutorial (Assignment Solution) on Microsoft Teams. Upload the following files:

1. Jupyter Notebook File
2. Jupyter Notebook in HTML Format
3. Dataset(s) (if used in the Assignment)