Python for Beginners: The Easy Guide to Coding & Data Science (Paperback) (ISBN-13: 9798896996330)

An outcome of 25 years of teaching experience in Information Technology (IP/CS) to the CBSE curriculum's Sr Sec (+2) students. This work is a masterclass for beginners in Programming with no prior knowledge. This is exclusively useful for the IP & CS students of the +2 classes

Here, they would first get a clear concept of Programming Logic, followed by a step-by-step firm idea of Programming in Python, with String, Tuple, List, Dictionary, Module, OOP Concept, NumPy, File Handling, etc. They would also gain a clear understanding of Data Science by Ensemble using Pandas and the graphical representation of Data analysis. A robust concept of Database using MySQL is provided, followed by a chapter on the perception of Artificial Intelligence (AI). In the end, a chapter on Self-management - a key to success, inspired by spiritualism- is included to help the readers excel in their professional and personal lives.

Chapters:

Chapter 1 Software and Programming Logic

Chapter 2 Data and Data Processing

Chapter 3 Programming with Python

Chapter 4 String with Tuple

Chapter 5 List

Chapter 6 Dictionary

Chapter 7 Module & OOP Concept

Chapter 8 NumPy

Chapter 9 Pandas & Ensemble ML

Chapter 10 Python Series

Chapter 11 Python DataFrame

Chapter 12 Data Visualisation

Chapter 13 Database with MySQL

Chapter 14 Python-MySQL Connectivity

Chapter 15 File Handling

Chapter 16 Artificial Intelligence (AI)

Chapter 17 Self-Management - A Key to Success