National Students' Space Challenge 2025

Data Science Workshop 2025, Top Engineers, Chennai, Tamil Nadu, 13th September 2025

Registrations Closed
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Event Type:
Venue/Offline Mode
Start Date :
13th September 2025
End Date :
13th September 2025
Location :
Chennai, Tamil Nadu
Organizer :
Top Engineers
Category :
Workshop
Data Science Workshop 2025

About Event

Overview to Data Science
Introduction - Today’s problem statement
Ice breaker session
Data Collection (SQL)
Connect to a simulated database
Write SQL queries to pull data
Join tables if needed
Export query results into CSV for Python work
Data Cleaning (Python - Pandas)
Load CSV into Pandas DataFrame
Handle missing values, data type issues
Standardize column names
Remove duplicates or incorrect entries
Exploratory Data Analysis (EDA)
Descriptive statistics (mean, median, counts)
Data visualizations (matplotlib/seaborn)
Identify patterns and trends
Detect outliers
Feature Engineering
Create new features
Encode categorical variables (label encoding, one-hot)
Normalize or standardize features if needed
Model Building and Evaluation
Split data into training and testing sets
Build a Logistic/Linear Regression model
Evaluate using metrics such as Accuracy, Precision, Recall, Confusion Matrix, RMSE etc
Discuss ways to improve the model (more features, better cleaning, different algorithms)
Wrap-Up: Model Review + Discussion
Review everyone's model results
Talk about next steps (hyperparameter tuning, trying other models like Random Forests)
Share additional learning resources
Feedback and Q&A

**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

Data Science Workshop 2025

Departments:

CSE AIDS ECE IT EEE Instrumentation Mechanical Civil Chemical Agricultural Energy Metallurgy Industrial BioTechnology MCA Telecommunication Physics Ocean BioMedical Mechanics Aeronautical Aerospace Material Automobile Design Ocean

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

Related Links:

Data Science Workshop 2025 Top Engineers Chennai Tamil Nadu September 2025 Workshops Workshops in Chennai 2025 Workshops in Tamil Nadu

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