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

Workshops

* Laptops, pen drive and data card or mobile with net connection are compulsory and we request you to bring the laptop with full power backup. If you're coming in groups you can share laptops with your friends.
*We are not responsible for any software failing to run/install on the participant's laptop.
*Late comers will not be entertained.
*No accommodation will be provided.
*No particular dress code.
* Theory vs. Practice Ratio for Workshops: 50% theory 50% Practical.
*Kits are not taking away and should be handed over at the end of the session.
*Charges for the Workshop are non-refundable, non-transferable and non-extendable.
*Event photos and videos links will be uploaded in the below Top Engineers social media:

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Departments:

CSE AIDS ECE IT EEE Instrumentation Mechanical Civil Chemical Agricultural Energy Metallurgy Medical Pharmacy Arts Industrial BioTechnology MBA MCA Commerce Law Telecommunication Physics Ocean BioMedical Mechanics Textile Aeronautical Aerospace Material Mining Automobile Design Marine Ocean Fashion Media BBA Food PolyTechnic School

Contact Details

9840728806 / 09940322437

Last Dates for Registration

8.5.2025

Registration Fees

REGISTRATION FEES

CERTIFICATE FROM TOP ENGINEERS WITH ISO CERTIFIED NUMBER AND HOLOGRAM STICKER WILL BE PROVIDED BY THE END OF THE WORKSHOP WHICH WILL ADD VALUE DURING PLACEMENTS.

INR 999/- PER PERSON (INDIA) (Including GST, NOTE PAD, PEN, CERTIFICATE, MORNING TEA AND LUNCH - ONLY VEG)
$100 USD ( FOR OTHER COUNTRIES)
GROUP DISCOUNT OFFER
Group of 5 & above will get 5% Discount
Group of 10 & above will get 10% Discount
HIGHLIGHTS
Students who attend any three TOP ENGINEERS workshop can attend the fourth workshop free of cost .
Hurry up and register yourself


REGISTRATION WILL BE CLOSED EITHER WHEN ALL SEATS ARE FILLED OR TWO DAYS PRIOR TO THE EVENT.
WE KINDLY URGE YOU NOT TO WAIT UNTIL THE LAST MOMENT AND KINDLY REQUEST YOU TO BOOK YOUR SEATS SOON TO AVOID DISAPPOINTMENT!

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 May 2025 Workshops Workshops in Chennai 2025 Workshops in Tamil Nadu