When you start to analyze the collected data related to covid-19, you find out that the data is generated from different languages around the world such as English, Swahili, Spanish, Chinese, Hindi e.t.c. One of your first tasks is to find different hashtags for COVID-19 (e.g #covid19 ) and then start collecting all tweets related to covid-19. Imagine you as a data scientist assigned to work on a NLP project to analyze what people post on social media (e.g Twitter) about covid-19. This will be my first article for 2021, and I will talk about some language challenges a Data scientist or Machine Learning Engineer can face while working on a NLP project and how you can solve them. Those words are my North Star.”- Caryn Sullivan “In the face of adversity, we have a choice. In 2020, I learned that all we need is the love & support of our loved ones, family members, and friends. 2020 is now behind us, and even though 2020 has been a tough and strange year for many people around the world, there’s still a lot to celebrate. Happy new year to you, 2021 is here and you did it □.
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