Jetty Shankar
Online
About
Jetty Shankar is a dedicated tutor with a background in engineering, holding a B.Tech/B.E. degree. With six years of teaching experience, Jetty is well-equipped to support students...
Jetty Shankar is a dedicated tutor with a background in engineering, holding a B.Tech/B.E. degree. With six years of teaching experience, Jetty is well-equipped to support students in their academic journey. He is fluent in both English and Telugu, making his lessons accessible to a diverse range of learners.Jetty focuses on creating a positive learning environment where students feel comfortable asking questions and expressing their thoughts. His teaching approach emphasizes clarity and understanding, ensuring that students grasp the concepts thoroughly. Whether you are looking for online or offline tutoring, Jetty is committed to helping you reach your educational goals.
Jetty Shankar
Online
Jetty Shankar is a dedicated tutor with a background in engineering, holding a B.Tech/B.E. degree. With six years of teaching experience, Jetty is well-equipped to support students...
Jetty Shankar is a dedicated tutor with a background in engineering, holding a B.Tech/B.E. degree. With six years of teaching experience, Jetty is well-equipped to support students in their academic journey. He is fluent in both English and Telugu, making his lessons accessible to a diverse range of learners.Jetty focuses on creating a positive learning environment where students feel comfortable asking questions and expressing their thoughts. His teaching approach emphasizes clarity and understanding, ensuring that students grasp the concepts thoroughly. Whether you are looking for online or offline tutoring, Jetty is committed to helping you reach your educational goals.
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Courses by: Jetty Shankar
Python for EDA and Data Science - Jetty Shankar
Python Programming, EDA & Data Visualization – Syllabus (Headings Only)
Module 1: Python Programming
Introduction
Core Python Fundamentals
Variables and Operators
Data Types
Data Structures
Control Flow
Conditional Statements
Loops
Comprehensions
Functions & Modules
Function Definitions
Lambda Functions
map(), filter(), reduce()
Modules and Imports
Object-Oriented Programming
Classes & Objects
Constructors
Inheritance
Polymorphism
Encapsulation & Abstraction
File Handling
File Operations
Error Handling
Module 2: NumPy
Numerical Python
Arrays
Array Operations
Mathematical Functions
Indexing & Slicing
Vectorization
Advanced NumPy
Descriptive Statistics
Module 2: Pandas Data Manipulation
Data Structures
Series
DataFrames
Data Handling
Reading/Writing Files
Indexing & Filtering
Missing Values
Duplicates
Outlier Handling
Data Operations
GroupBy
Pivot & Crosstab
Merge & Join
Date-Time Processing
Window Functions
Module 2: Exploratory Data Analysis (EDA)
Univariate Analysis
Bivariate Analysis
Multivariate Analysis
Full EDA Workflow
Module 2: Data Visualization (Matplotlib + Seaborn)
Matplotlib
Basic Plots
Subplots
Line, Bar, Pie, Histogram
Seaborn
Distribution Plots
Box & Violin Plots
Category Plots
Joint Plots
Pairplots
Heatmaps
