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What do you mainly do in Data Science?

What do you work on that keeps you busy throughout the day?

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Ahsan’s Answer

It depends on the day. Every day is different, some days are packed with meetings on building new models, assessing the performance of a model, or planning on how to build a model based on business requirements. Some days you are in the trenches building the modeling by looking into the data, debugging code you wrote, or presenting your model findings to stakeholders. The day-to-day of data science is not how youtube suggests it is. Also, every day is different depending on the company. Some companies are very mature in their data science infrastructure and approach whilst others are just getting started.
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Joan’s Answer

Hello Arvaiya!

It's fantastic to see your interest in the thrilling world of Data Science!

The daily routine of a data scientist can differ based on their specific role and the industry they're in. However, they often engage in a few common tasks. These include digging into and examining data, reducing bias, sharing their discoveries, and incorporating automation and teamwork across different functions into their work routines. They employ a range of tools and methods to achieve their goals, such as machine learning, statistics, and data visualization.

I trust this information will be a valuable resource in your journey towards a fulfilling career in Data Science. Keep up the good work!
Thank you comment icon Your advice was so helpful! Arvaiya
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Tylor’s Answer

The biggest part of the data science process is getting familiar with the data (data discovery) and exploring how to process the data to work the way you need it to (feature engineering). Those two together are probably 80% of the actual data science time.

earlier in your career, more of your work time will be dedicated to actual data science. After a few years, a greater percentage of your time will be dedicated to planning, talking with clients, or managing data science efforts for others.
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Aisha’s Answer

Hello Arvaiya,

Data scientists are the detectives of the business world, always on the hunt for the right questions that need answers. They know exactly where to unearth the relevant data. Their toolset? A sharp business sense and strong analytical skills. They are experts in digging up, refining, and showcasing data in a comprehensible manner. Companies rely on these data scientists to find, handle, and interpret vast amounts of unstructured data.

Best Regards,
Thank you comment icon Thank you for taking the time to help. Arvaiya
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