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Module 1 - Python Programming

Master Python

Build a strong foundation in Python programming. Learn variables, data structures, functions, and powerful libraries like NumPy, Pandas, Matplotlib & Seaborn for data analysis.

5 Days Training
20+ Topics Covered
4 Libraries
>>> print("Hello, Python!")
Hello, Python!
5-Day Curriculum

Python Learning Path

Master Python programming and data analysis with our comprehensive day-by-day curriculum

Day 02

Introduction to Python, Variables, Operators, Strings

Python Fundamentals
Variables and Data Types
Basic Operators
String Manipulation & Indexing
# Variables and Strings
name = "Python"
version = 3.12
print(f"Welcome to {name} {version}!")
print(name[0:3]) # Pyt
Day 03

Data Structures & Functions

Lists, Dictionaries, Tuples, Sets
Function Definition & Calling
Function Parameters & Return
Function Scope
# Function with parameters
def greet(name, msg="Hello"):
    return f"{msg}, {name}!"

print(greet("World")) # Hello, World!
Day 04

Lambda Functions, Conditionals & Loops

Lambda Functions
Conditional Statements (if/elif/else)
Loops (for, while)
Loop Control (break, continue, pass)
# Lambda and List Comprehension
square = lambda x: x ** 2
numbers = [1, 2, 3, 4, 5]
squared = [square(n) for n in numbers]
# [1, 4, 9, 16, 25]
Day 05

NumPy & Pandas for Data Handling

NumPy Arrays & Operations
Pandas DataFrames & Series
Data Manipulation with Pandas
Data Cleaning & Preprocessing
import pandas as pd
import numpy as np

df = pd.read_csv("data.csv")
df.dropna().describe()
Day 06

Matplotlib & Seaborn for Data Visualization

Basic Plotting with Matplotlib
Advanced Visualizations with Seaborn
Customizing Plots
Interactive Visualizations
import matplotlib.pyplot as plt
import seaborn as sns

sns.set_theme(style="darkgrid")
sns.histplot(data=df, x="value")
plt.show()
Skills You'll Gain

Python Expertise

Master these essential skills for Python programming and data analysis

Python Fundamentals

Master variables, data types, operators, and string manipulation

Data Structures

Work with lists, dictionaries, tuples, and sets effectively

Functions & Logic

Create functions, lambda expressions, and control flow logic

NumPy

Perform numerical computing with powerful array operations

Pandas

Manipulate and analyze data with DataFrames and Series

Data Visualization

Create stunning visualizations with Matplotlib and Seaborn

Ready to Master Python?

Join our comprehensive data science program and become a Python programming expert

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