Strategizing your Data Science Problem Statements Effectively

Prathima Kadari (~prathima)


2

Votes

Description:

Did you ever realize? When you're bound to work on any problem statement, all you hope is giving your best adaptable approach to bring optimized results. As a fellow data scientist, this is all we expect when any work is assigned but have you ever thought about approaches you need to use while working on any features/issues. Yes, this brings out a proper vision and lucidity to showcase the favorable outcomes. and flow with ease.

  • Understand the problem statement with enhanced clarity to understand the focus element.
  • Gather a good source of information for structured / unstructured based on actions.
  • Explore the data in detail and analyze the pain-points that need to be summarized.
  • Visualize the impact of task data you're focusing upon and how it demonstrates the future scope.
  • Connect all the discovered pieces to boost the pre-processing steps in a validated format.
  • With all this end to end insights, formulate the modeling algorithm with respective libraries / tools.
  • Finally articulate your conclusion with successful deployment as a full-scale product.

Prerequisites:

Prerequisites : Just an Introductory Knowledge on Python is all you need (Beginners)

Speaker Info:

I am Prathima Kadari, a distinguished Data Scientist and Chief Technical Officer with more than 4+ yrs of exposure in Python, Data Science and Software Development. In my profounded career, I've sharpened my knowledge and got pretty involved into diverse freelancing projects as a contributor, well trained in real world projects. Not only that, through my past year I had worked with StarAgile as a Data Science Mentor. Moreover with my proficiency, I was included from Omdena as a Lead ML Engineer and Lead Collaborator with social good problem statements that need a promising solution to apply on real-time scaling. As a part of my professional journey, I honed my skills by delving deeper ensuring to not only add my works into the organizations / communities but also sharing my wisdom and insights to grow your career.

My Achievements :

  • Honored at Women's Entrepreneur Magazine under "Top 10 Best Women CTO's in India"
  • Featured in BeSpoke Diaries as a Shero with Quick Insights to Propel Ahead
  • Mentored Data Science for More than 250+ Sessions extensively to Budding Developers
  • Selected at WomenTech Network : Global Awards 2021 Nominee for "Mentor Of The Year"
  • Judging the Global Startup Awards consecutively from past 3 Years
  • Recognized by Open-Source Communities (Open Code, JWoC, DWoC, GWoC) as a Best Mentor & Supervisor
  • Presented as "Top 1% of Github" with respect to Contributions and Commits

Quick Glimpse :

  • Professional Subject Matter Expert with an Industry Exposure to Build the Products Efficiently
  • Empowering and Advising Startups to Scale Up with Actionable Insights Successfully
  • Freelancing on Diverse Projects from Data Science & Web Development to enhance their Concepts/Ideas coming from Clients

Speaker Links:

LinkedIn Profile : https://www.linkedin.com/in/prathima-kadari/ Blog 1 : https://omdena.com/blog/measuring-soil-organic-carbon-changes-using-rothc/ Blog 2 : https://omdena.com/blog/satellite-imagery-for-water-quality-monitoring/

Section: Data Science, AI & ML
Type: BoF
Target Audience: Beginner
Last Updated: