Python for Data Science: Laboratory Programs in Python

Data Creation and Mathematical operations

Laboratory Programs in Python

Home | Department: AID Department | Ist Year | Subject: Python for Data Science | Subject: Python for Data Science - Laboratory |
Next >>

Python for Data Science: Laboratory Programs in Python: Foundations of Data Science: Data Creation and Mathematical operations

Data Science Process: Overview

Data science process is a series of activities that help us move from a business problem to a useful solution based on data.

Define research goal

          ↓

Data retrieval

          ↓

Data preperation

          ↓

Data exploration

         ↓

Model building

          ↓

Presenting results and automation

Fig. 3.3.1 Data science process



Python for Data Science: Laboratory Programs in Python : Tag: Computer Programming, Python, Data Science : Laboratory Programs in Python - Data Creation and Mathematical operations

Home | Department: AID Department | Ist Year | Subject: Python for Data Science | Subject: Python for Data Science - Laboratory |
Next >>

Python for Data Science: Laboratory Programs in Python


Python Programs using conditional and looping constructs - Laboratory Programs in Python

Python Programs using different data frames like list, tuple, set and dictionary - Laboratory Programs in Python

Python Programs using functions and classes - Laboratory Programs in Python

Python Programs using strings and files - Laboratory Programs in Python

Data Creation and Mathematical operations - Laboratory Programs in Python

Graphs and Plotting - Laboratory Programs in Python

Statistical description of data without libraries - Laboratory Programs in Python

Generation of correlation coefficient - Laboratory Programs in Python

Linear regression model - Laboratory Programs in Python

Creation of 1D, 2D, and 3D NumPy arrays - Laboratory Programs in Python

Array Indexing and Slicing operations - Laboratory Programs in Python

Reindexing, and aligning data across multiple Data Frames - Laboratory Programs in Python

Line plot, bar plot, histogram, and box plot - Laboratory Programs in Python

Seaborn plots, plot styling and customization - Laboratory Programs in Python

Under Subject


Python for Data Science

Python for Data Science

AD25201 2nd Semester AIDS Dept | 2025 Regulation | 2nd Semester 2025 Regulation

Python for Data Science - Laboratory

Python for Data Science - Laboratory

AD25201 2nd Semester AIDS Dept | 2025 Regulation | 2nd Semester 2025 Regulation


Related Subjects


English Essentials II

English Essentials II

EN25C02 2nd Semester | 2025 Regulation | 2nd Semester 2025 Regulation

Tamils and Technology தமிழர்களும் தொழில்நுட்பமும்

Tamils and Technology தமிழர்களும் தொழில்நுட்பமும்

UC25H02 2nd Semester | 2025 Regulation | 2nd Semester 2025 Regulation

Linear Algebra

Linear Algebra

MA25C02 2nd Semester | 2025 Regulation

Applied Physics (CSIE) II

Applied Physics (CSIE) II

PH25C03 2nd Semester AIDS, CSE, IT, CSE(CY) Dept | 2025 Regulation | 2nd Semester 2025 Regulation

Digital Principles and Computer Organization

Digital Principles and Computer Organization

CS25C06 2nd Semester AIDS, CSE, IT, CSE(CY) Dept | 2025 Regulation | 2nd Semester 2025 Regulation

Basic Electrical and Electronics Engineering

Basic Electrical and Electronics Engineering

EE25C01 2nd Semester | 2025 Regulation | 2nd Semester 2025 Regulation

Python for Data Science

Python for Data Science

AD25201 2nd Semester AIDS Dept | 2025 Regulation | 2nd Semester 2025 Regulation

Re-Engineering for Innovation

Re-Engineering for Innovation

ME25C05 2nd Semester | 2025 Regulation | 2nd Semester 2025 Regulation

Python for Data Science - Laboratory

Python for Data Science - Laboratory

AD25201 2nd Semester AIDS Dept | 2025 Regulation | 2nd Semester 2025 Regulation