Data data everywhere, No time to think 🤔

Aman Sharma (~aman24)


Description:

A talk to break the common misconceptions with data science projects. Understand data projects with a much simpler approach and gain huge gains from it.

Everyone says data is the new oil. But do we actually know how to efficiently use it to make our customer lives better, or it’s just another silo of information.

In this talk, we will see a beautiful approach to planning data-based projects inspired by professionals from Google, Twitter, Microsoft, and more.

Talk outline -

  1. Problems and solutions
  2. Data Science Sprint
  3. Approaches ( Code vs No-Code )
  4. Visualizing
  5. Dashboarding
  6. Documenting

We will address the following problems -

  1. Goal Clarity
  2. Poor Planning
  3. Dirty Data
  4. Silos
  5. Complexity
  6. Technical Challenges

After attending this talk, you would be able to think more clearly through the data project and really get amazing results.

Prerequisites:

  1. Basic knowledge of python
  2. Data science concepts
  3. English

Video URL:

https://youtu.be/RKwdpG8ywFE

Speaker Info:

A young entrepreneur who Eats - sleeps on technology with the main focus on creating exceptional products with the use of exceptional engineering to solve humanity's leading problem. A strong believer in opensource and a regular international tech speaker.

Speaker Links:

https://www.youtube.com/playlist?list=PLzsu067yQtswWfABNAguJMRGcX2b3WP0F

https://amansharma.dev

https://blog.amansharma.dev

Section: Data Science, Machine Learning and AI
Type: Talks
Target Audience: Intermediate
Last Updated: