Python for Data Science: Laboratory Programs in Python

Data Creation and Mathematical operations

Laboratory Programs in Python

Home | Department: Mech Department | Civil Department | Ist Year | Subject: Computer Programming Python Laboratory | Subject: Python for Data Science | Subject: Python for Data Science - Laboratory | Subject: Foundations of Data Science using Python |
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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: Mech Department | Civil Department | Ist Year | Subject: Computer Programming Python Laboratory | Subject: Python for Data Science | Subject: Python for Data Science - Laboratory | Subject: Foundations of Data Science using Python |
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


Computer Programming Python Laboratory

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