Details

This workshop is a meticulously designed event aimed at demystifying the complex world of data science for attendees from all academic backgrounds. Recognizing the growing importance of data in decision-making across industries, this workshop offers a unique opportunity for students to dive into the fundamentals of data science, including data analysis, visualization, and the basics of machine learning.

Through a series of interactive sessions led by seasoned professionals and academicians in the field, participants will gain hands-on experience with real-world datasets, enabling them to understand the practical applications of theoretical concepts. The workshop emphasizes the use of popular data science tools and programming languages like Python, ensuring that students acquire skills that are highly relevant in today's job market.

Whether you're a beginner curious about data science or a student looking to augment your existing knowledge, this workshop is designed to cater to a wide range of interests and skill levels. By the end of the sessions, attendees will not only have a solid foundation in data science principles but also an understanding of how these skills can be applied to solve real-world problems, opening up a plethora of opportunities in the field.

Tentative Workshop Itenary/Topics Covered

15-September-2024

Introduction to the Workshop

  • Time: 9:00 AM – 09:30 AM
  • Contents:
    • Welcome and Icebreaker Activities
    • Overview of the Day's Agenda
    • Introduction to Data Science and it’s real world applications
    • How Data Science is changing the world

Session 1: Understanding Data Analysis

  • Time: 09:30 AM - 10:30 AM
  • Contents:
    • Understanding Life Cycle of Data Science
    • Working a bit on Python and Data Analysis
    • Interactive Example: See visualization of real-life data through charts and graphs

Short Break

  • Time: 10:30 AM - 10:45 AM

Session 2: Working with Machine Learning

  • Time: 10:45 AM - 12:00 PM
  • Contents:
    • Explaining working of Machine Learning
    • Hands-On Activity: Create a basic project on Machine Learning

Lunch Break and Certificate Distribution

  • Time: 12:00 PM - 1:00 PM

Session 3: Working with Machine Learning continued…

  • Time: 1:00 PM - 2:30 PM
  • Contents:
    • Understanding different ML algorithms and their real-life applications
    • Solving real-world problems through Machine Learning

Short Break

  • Time: 2:30 PM - 2:45 PM

Session 4: Creative Applications of Data Science

  • Time: 2:45 PM - 4:00 PM
  • Contents:
    • Understanding how Data Science works
    • Pre-processing Dataset

Session 5: Project on Data Science

  • Time: 4:00 PM - 4:45 PM
  • Contents:
    • Building a project on Data Science following all the steps
    • Documenting it for the purpose of presentation

Closing Session

  • Time: 4:45 PM - 5:30 PM
  • Contents:
    • Closing Remarks
    • Emerging Trends: A look at the cutting-edge developments in DS and what the future holds Data Science
    • Q&A and Open Discussion: Participants share their experiences, ideas, and questions about what they learned.
    • Networking and Farewell Photography

 

Note : The Timings quoted above are approximate

 

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