Course Details

Data Science

Data Science is the dynamic field that extracts valuable insights from data using a blend of advanced algorithms, statistics, and domain knowledge. In a world driven by data, Data Scientists

Bestseller ★ 4.50/5 120++ enrolled 13+

25 hours

About WinQuest

When we started WinQuest Online, we wanted to offer beginner classes of all kinds. Coding as a skill improves problem solving and creativity in kids, also opening them up to the ever-expanding field of computer science.

However, we soon realized coding is a skill very few learn properly. They didn't know where to go for help, and so they would just give up before they ever got started! We saw this as a problem — one that needed solving.

That's why we created WinQuest Online: to help Parents / Students like you find the information you need and get started on your coding journey!

Why Choose Online Data Science Classes?

Learn how to create your own video game Project-first coding for curious young minds — build games, apps, websites and more.

Free workshops Free coding workshops within the comfort of your home. Designed for kids aged 7-18 years.

Expert mentors Adequately proficient teachers with the right tools to help kids solve problems and use their creativity to the maximum potential.

Builds skills Improves problem solving and creativity, opening kids up to the ever-expanding field of computer science.

Overview

Extract insights from data using statistics, machine learning and visualisation — from data acquisition and cleaning to EDA, ML basics and real-world projects.

What You'll Learn

Free coding workshops within the comfort of your home
Designed for kids aged 7-18 years
Project-based learning — build a real portfolio
Live mentor support · concept + hands-on
Flexible scheduling · first demo free
Certificate of completion / participation

Full Course

Age 13+ 25 hrs

Module 1: Introduction to Data Science

Role of data science in the real world
The data science lifecycle
Python & libraries recap

Module 2: Data Acquisition & Cleaning

Data sources: CSV, APIs, databases
Retrieving data with requests/pandas
Handling missing values & inconsistencies

Module 3: Exploratory Data Analysis (EDA)

Visualisation with Matplotlib & Seaborn
Distributions, trends, relationships
Statistical analysis & hypothesis testing

Module 4: Machine Learning Basics

Supervised vs unsupervised learning
Model training and evaluation
Feature engineering & encoding

Module 5: Advanced Data Analysis

Dimensionality reduction (PCA)
Time-series analysis & forecasting

Module 6: Real-World Projects

Project 1: explore a real dataset (cleaning + EDA)
Project 2: predictive modelling end-to-end

Requirements

Python with NumPy, Pandas, Matplotlib
Jupyter Notebook
Python proficiency & basic maths (algebra, statistics)
A laptop / desktop with internet

Reviews

4.50 / 5 ★ · 120++ students enrolled

Parents consistently rate our mentors for personalised attention, clear concepts and steady progress. Book a free demo to experience a class first-hand.

Frequently Asked Questions

How do I get started?

To get started simply book a demo, to book a free live demo session with the instructor, please click on the "Book a Demo" button and provide details to schedule the class. For details, please contact Seema at (+91) 74391 54909 or seema@winquestonline.com

How does payment work?

We require monthly advance payments for the number of classes scheduled in a calendar month. We use PayPal, or other payment apps for the collection of fees. You will be asked to select your choice of payment method during the initial setup of the class.

What if I miss a class?

For batch classes, we would be able to share a timed recording upon parent's request. For one to one sessions, the class would be rescheduled. We request the parents to inform prior in advance in such cases.

Do I need to sign any contract?

All our engagements are based on the terms and conditions and other requirements mentioned in the website. We provide complete flexibility to our students to exit the course anytime if they do not find the classes beneficial to them.

How do I take an update on my child's progress?

For progress tracking we will be providing assessments and homework lessons which will give parents a clear picture of a child's progress. We encourage all Parents to discuss and share their views/feedback on a regular basis to the Teacher or our Institute representative for updates and for us to keep improving and meeting your expectations.

If my kid does not enjoy classes, will WinQuest refund the fees?

We provide complete flexibility to our students to exit the course anytime if they do not find the classes beneficial to them. We will refund fees for those future classes which are not taken by the Student.

Why should I take classes from WinQuest, are they the best?

WinQuest provides one to one interactive sessions with highly qualified teachers and best-in-class learning experience for your kids within your home environment. We endeavor to provide quality education at a reasonable cost, so that Kids can get individual attention and therefore are able to compete better.

Is previous experience required?

No, the course is designed to accommodate complete beginners.

Will I get a certificate after the course completion?

Yes, We provide certificates after completion of the course. We also encourage students to participate in various competitions which are Internationally recognized.

Where are the teachers from?

Most of our teachers are from India with Masters in their subject or relevant experience teaching International Curriculum.

How does the scheduling work with different time zones?

We are providing classes in the USA, Canada, UK, Europe, Australia, Dubai, Singapore etc. We schedule sessions accordingly to the time comfortable to kids in their respective time zones.

How are the classes conducted?

Classes are conducted online via Google Meet or Zoom on the scheduled time, whether the classes be 1:1 or in a group.

What are the requirements for this course?

A device (laptop/desktop) and a stable internet connection. Specific tools/accounts (e.g., a free Scratch / MIT App Inventor account, a Python interpreter and an IDE) are listed under the Requirements tab for each course.

What if my child is below minimum age?

We'll recommend you to check out our other courses for your kid's age group.

Is the schedule flexible?

Yes, the time slot of the classes will be scheduled to accommodate your child.

Will my kid learn at his/her own pace?

Yes, the pace of the classes will be adjusted according to the child.

Can an adult join the course?

Yes, an adult can join our course but, they have to go for 1:1 sessions.

What to do when my kid runs into a technical issue?

Our teachers and operations team will provide technical support in case of an issue.