Скачать или смотреть #DataScience23

Hello everyone, and welcome to Part 2 of our #DataScience23 series! In this video, we provide a beginner-friendly introduction to the question that often arises when people start to learn data science - What is Data Science? We define data science and provide an overview of the key components and techniques used in this field. Whether you're a complete beginner or just looking to refresh your understanding of data science, this video is designed to help you get started. We hope you find this video informative and useful in your learning journey!
#DataScience23 #Datascience101 #101DaysOfDataScience #datascience #datasciencedefinition #AI #ml

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0:00 Intro
0:17 Correction
0:53 Intuition Example
03:00 Wikipedia definition
03:40 IBM definition
04:16 Subjective definition
04:45 What is Data Science: Intro
04:55 Drew Conway's Venn Diagram: Intro
05:16 About Drew Conwy
06:04 Hacking Skill
06:47 Maths & Stats
07:10 Substantive Expertise
07:47 Danger Zone
09:13 ML
09:22 Traditional Research
09:40 Data Science
10:04 Modified Version of Conway's Venn Diagram
10:36 Maths & Stats Modified
11:15 Programming & Database
11:35 Can we Learn Data Science without Programming
11:56 Domain Knowledge
13:03 Skills required
13:41 Summary
14:09 Thanking notes
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Resources:
Drew Conway's Venn Diagram: https://s3.amazonaws.com/aws.drewconw...
Building a Career in Data Science: https://www.manning.com/books/build-a...