What Does a Data Scientist Actually Do
?? Sign up for Our Complete Data Science Training with 57% OFF:
?? Download Our Free Data Science Career Guide:
Many videos provide tips on becoming a data scientist—learning the necessary skills and the expected salaries in the field. But there isn’t nearly as much content that describes what data scientists do on the job. Today, we’ll address this topic.
Contrary to what many business stakeholders believe, a data scientist isn’t a magician who can use AI to fix any problem.
A data scientist’s primary purpose isn’t to pull data from the database either .
A company that thrives—thanks to its data scientists—can educate those within the organization that a data scientist’s primary goal is to create business value by using data . A data scientist’s role encompasses different activities, many of which we will describe in this video. Still, the first and most crucial point we need to remember is that the end goal of each task of a data scientist is to create business value.
Therefore—besides solid statistics knowledge and an ability to use such coding languages as Python, R, and SQL—data scientists need business and communication skills to be successful in their work .
00:00-00:36 Intro to the story
00:36-00:51 Talking to stakeholders
00:51-01:15 Reformulating the problem
01:15-01:41 Simpler solution
01:41-02:58 Formulating a hypothesis and A/B testing
02:58-03:46 Exploratory data analysis (EDA)
03:46-04:24 Second A/B test
04:24-04:50 ML Brainstorming
04:50-05:16 Machine learning mechanics
05:16-05:41 ML Fine-tuning
05:41-05:58 ML Engineering
05:58-06:05 ML A/B test
06:05-06:39 Conclusion
► Consider hitting the SUBSCRIBE button if you LIKE the content: https://www.youtube.com/c/365DataScience?sub_confirmation=1
►VISIT our website: https://bit.ly/365ds
? Connect with us LinkedIn: https://www.linkedin.com/company/365datascience/
365 Data Science is an online educational career website that offers the incredible opportunity to find your way into the data science world no matter your previous knowledge and experience. We have prepared numerous courses that suit the needs of aspiring BI analysts, Data analysts and Data scientists.
We at 365 Data Science are committed educators who believe that curiosity should not be hindered by inability to access good learning resources. This is why we focus all our efforts on creating high-quality educational content which anyone can access online.
Check out our Data Science Career guides: https://www.youtube.com/playlist?list=PLaFfQroTgZnyQFq4nUfb-w2vEopN3ULMb
#datascience #365datascience #datasciencecareer
365 Data Science
At 365 Data Science, we all come to work every day because we want to solve the biggest problem in data science. Education. People who want to enter the field do not know where to start. They wonder whether they need a PhD, or perhaps a few years in a...