When an employer looks at your portfolio, they’re looking for real-world expertise. They want to see projects that working data scientists build every day. But if you haven’t worked in the data field, how do you know what your project should be?
In this video, we will go in-depth with three data science case studies to see how companies leverage data science to make better decisions, innovate in their sectors, and meet customers’ specific needs.
In collaboration with our partner Omdena, we bring you a panel of experts who will showcase the following projects:
– “Building an AI Model to Detect Forest Wood Fire through Sensor Data Analysis”—Rosana de Oliveira Gomes
– “Developing Species Identifications for Mosquitos Using AI”—Srirupa Guha
– “Using NLP and Machine Learning to Build Sustainability Benchmarking System Globally”—Saisreenath Srinivasan Govindarajan
These case studies will help prepare you for that pivotal moment in your data science job interview: the portfolio review. This panel of experts will help you understand what it’s like to build real-world data projects, and which skills your future employer wants to see.
Panel discussion
00:00 Introduction
03:02 What is a real-world data project?
05:06 Case study #1
17:53 Case study #2
32:56 Case study #3
46:41 Live Q&A
Resources:
– The presentation deck used in this webinar
– Join Omdena upcoming Real-world Machine Learning challenges: www.omdena.com/projects.
– Explore Omdena Local chapters: www.omdena.com/chapters, where you can initiate your own projects to solve the problems of your Community; it is beginner friendly field and a safe space to practice. What is the best: after completing successfully a local chapter challenge you have almost 100% chance to get to the Core project later on.
– Sign up to Omdena Collaborator Dashboard, where you can join as a guest and discover all opportunities you can get as a member of Omdena Community: www.collaborator.omdena.com.
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By: Dataquest
Title: 3 Real-World Data Projects for Your Portfolio
Sourced From: www.youtube.com/watch?v=BhIuZXPM_LE
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