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Foundational Python for Data Science Lab

(PYTHON-DS.AP1.0L0)
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Skills You’ll Get

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1

Fundamentals of Python

  • Computing Leaves of an Employee
  • Calculating Expenses Using Multiple Statements
2

Sequences

  • Performing Shared Operations
  • Adding and Removing Items
  • Performing Data Analysis
3

Other Data Structures

  • Accessing, Adding, and Updating Data by Using Keys
  • Performing Set Operations
  • Using Frozensets
4

Execution Control

  • Determining if a Person is Eligible to Vote
  • Determining Average and Grades Using Scores of Subjects
  • Computing the Factorial of a Number
  • Displaying the Number of Transactions
5

Functions

  • Accessing Library Data
  • Using the lambda Function
6

NumPy

  • Visualizing Data Using the reshape Method
  • Computing Mathematical Data
  • Performing Matrix Operations on NumPy Data
7

SciPy

  • Executing Image Processing
  • Performing Customer Analysis
8

Pandas

  • Storing Employee Details
  • Manipulating Employee Details
  • Updating Student Data
9

Visualization Libraries

  • Visualizing Survey Data
  • Creating a Styling Plot
  • Analyzing Statistical Data
  • Visualizing Tips According to the Total Bill
10

Machine Learning Libraries

  • Modifying Data Using Transformation
11

Natural Language Toolkit

  • Finding the Frequency of Words
12

Functional Programming

  • Modifying Outer Scope
  • Changing Mutable Data
13

Object-Oriented Programming

  • Using Inheritance
14

Other Topics

  • Sorting Data
  • Demonstrating Regular Expressions

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