Strategizing your Data Science Problem Statements Effectively
Prathima Kadari (~prathima) |
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/