What Does a Data Scientist Actually Do?

🥳Access all 365 Data Science courses 100% for free — November 6–21! ➡ https://bit.ly/43aatiY 👉Sign up for Our Complete Data Science Training with 57% OFF: https://bit.ly/3sJATc9 👉 Download Our Free Data Science Career Guide: https://bit.ly/47Eh6d5 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/365