Python for Data Science Workshop 2025, Top Engineers, Chennai, Tamil Nadu, 6th April 2025

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Event Type:
Venue/Offline Mode
Start Date :
6th April 2025
End Date :
6th April 2025
Location :
Chennai, Tamil Nadu
Organizer :
Top Engineers
Category :
Workshop
Python for Data Science Workshop 2025

About Event

Session 1: Python Basics & Setup
Objective: Get comfortable with Python syntax, working in Jupyter Notebook, and basic
programming concepts.
Introduction to Python for Data Science
Setting Up the Environment: Installing Anaconda, Jupyter Notebook basics
Python Data Types & Variables: Integers, Floats, Strings, Lists, Tuples, Dictionaries
Operators & Control Flow: Conditional statements (if-else), Loops (for, while)
Functions & Lambda Functions: Writing reusable functions for data processing
Hands-on Exercises: ✅ Writing basic Python scripts
✅ Using loops and conditions
✅ Creating simple functions
Session 2: Working with NumPy
Objective: Learn to manipulate numerical data efficiently using NumPy arrays.
Introduction to NumPy
Creating NumPy Arrays: array(), zeros(), ones(), arange(), linspace()
Indexing & Slicing: Accessing elements, slicing subarrays
Mathematical & Statistical Operations: sum(), mean(), std(), var()
Broadcasting & Vectorized Operations: Applying operations on entire arrays efficiently
Hands-on Exercises: ✅ Creating and manipulating arrays
✅ Performing mathematical computations on datasets
Session 3: Data Analysis with Pandas
Objective: Understand how to manipulate tabular data using Pandas.
Introduction to Pandas
Creating & Loading DataFrames: pd.DataFrame(), read_csv(), read_excel()
Exploring Data: head(), info(), describe(), shape, columns●
Data Cleaning & Preprocessing: Handling missing values (dropna(), fillna()),
changing data types
Filtering & Sorting Data: query(), sort_values(), groupby(), apply()
Merging & Concatenating DataFrames: merge(), concat()
Hands-on Exercises: ✅ Loading a dataset and exploring it
✅ Cleaning missing values and transforming data
Break (15 mins)
A short break to refresh.
Session 4: Data Visualization with Matplotlib & Seaborn
Objective: Learn to visualize data and extract insights.
Introduction to Data Visualization
Matplotlib Basics: plot(), scatter(), bar(), hist()
Seaborn for Statistical Graphics: boxplot(), pairplot(), heatmap()
Customizing Plots: Titles, labels, legends, figure sizes
Hands-on Exercises: ✅ Creating various plots for a dataset
✅ Customizing visualizations
Session 5: Hands-on Data Science Project
Objective: Apply everything learned to analyze a real-world dataset.
Dataset Selection: Working with a dataset (e.g., Titanic, COVID-19, Sales data)
Data Cleaning: Handling missing values, feature selection
Exploratory Data Analysis (EDA): Summary statistics, correlations
Data Visualization: Creating meaningful charts to derive insights
Hands-on Activities: ✅ Perform data cleaning
✅ Generate visualizations and report insights


**NOTE: LAPTOP IS MANDATORY, SINCE HANDS-ON SESSIONS NEEDS PROGRAMMING

Events

This event is specifically tailored for college and school students. A valid student ID is mandatory for entry, and individuals who are not currently enrolled in college or school, or those above the age of 23, will not be permitted to attend.
* This Workshop is strictly for STUDENTS, since the course content has been designed according to the students.
Professionals, Experts and Faculty Members of colleges/Schools/Parents are not allowed to join this Workshop and same do not fall in our eligible candidate list.
*The workshop is conducted by TOP ENGINEERS only and not by IIT MADRAS RESEARCH PARK or IIT MADRAS .
*IIT MADRAS RESEARCH PARK is only a venue.
*Participants are informed not to contact IIT MADRAS RESEARCH PARK or IIT MADRAS and not to enquire about TOP ENGINEERS workshops.
*All Certificates will be issued only by TOP ENGINEERS. Certificates will be given only at the end of the workshop.
*Workshops will be delivered by officials of TOP ENGINEERS & and its Associates.
* Workshop is Open to all Engineering disciplines, Arts and Science and Interested.
* Only those candidates who have paid their registration fee for workshop or who had received a valid confirmation mail to join the workshop is only allowed to attend the workshop. Parents/Relatives/Friends and others will not be allowed to sit inside the workshop.
* Kindly bring your college id card along with a photocopy of your pay slip or ticket details in mobile.
* Seats are filled on "first come & first serve" basis. No on the spot payment is allowed.
*Session timings – 9.30 AM to 4.30 PM (Lunch Break -12.30 noon to 1.00 PM).

Workshops

Python for Data Science Workshop 2025

Departments:

CSE AIDS ECE IT EEE Instrumentation Mechanical Civil Chemical Energy Industrial MCA Telecommunication Physics Mechanics Aeronautical Aerospace Automobile Design

Accommodation

No Accommodation

How to reach Top Engineers, Chennai

IIT MADRAS RESEARCH PARK
No.32, Kanagam Rd, KanagamPeriyar Nagar, Taramani, Chennai, Tamil Nadu 600113.
(IITM Research park is only a venue and the event is organized by TOPENGINEERS only)

Google Map link: https://goo.gl/maps/aEvup6M9nE7W739A7

Certificates will be provided to Participants

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