Data Science Interview All in One

Focused View

Starrk Jiang

1:51:20

5 View

1 - Course Introduction

1 - Data Science Interview all in One.mp4

02:11

2 - Different Job Titles in Data

2 - Different Job Titles in Data Science.mp4

07:04

3 - Data Manipulation

3 - Data-Manipulation.pptx

3 - How to Prepare for Data Manipulation Questions.mp4

03:06

4 - Data Manipulation Example Questions and Answers 1.mp4

05:31

5 - Data Manipulation Example Questions and Answers 2.mp4

05:54

6 - Data Manipulation Example Questions and Answers 3.mp4

06:50

4 - Coding

7 - Coding.pptx

7 - How to Prepare for Coding Questions.mp4

04:17

8 - Coding Example Questions and Answers 1.mp4

05:48

9 - Coding Example Questions and Answers 2.mp4

04:23

10 - Coding Example Questions and Answers 3.mp4

07:36

5 - Probability Statistics

11 - How to Prepare for Probability Statistics Questions.mp4

02:09

11 - Probability-Statistics.pptx

12 - Probability Statistics Example Questions and Answers 1.mp4

03:05

13 - Probability Statistics Example Questions and Answers 2.mp4

04:46

14 - Probability Statistics Example Questions and Answers 3.mp4

03:51

6 - Machine Learning Modelling

15 - How to Prepare for Machine Learning Modelling Questions.mp4

01:22

15 - Machine-Learning-Modelling.pptx

16 - Machine Learning Modelling Example Questions and Answers 1.mp4

02:35

17 - Machine Learning Modelling Example Questions and Answers 2.mp4

02:34

7 - Experimental Design

18 - Experimental-Design.pptx

18 - How to Prepare for Experimental Design Questions.mp4

01:55

19 - Experimental Design Example Questions and Answers 1.mp4

02:18

20 - Experimental Design Example Questions and Answers 2.mp4

02:18

8 - Product Sense

21 - How to Prepare for Product Sense Questions.mp4

04:13

21 - Product.pptx

22 - Product Sense Example Questions and Answers 1.mp4

04:42

23 - Product Sense Example Questions and Answers 2.mp4

03:28

24 - Product Sense Example Questions and Answers 3.mp4

03:29

25 - Product Sense Example Questions and Answers 4.mp4

02:10

9 - Behaviour

26 - Behaviour.pptx

26 - How to Prepare for Behaviour Questions.mp4

02:16

27 - Behaviour Example Questions and Answers 1.mp4

02:20

28 - Behaviour Example Questions and Answers 2.mp4

03:24

29 - Behaviour Example Questions and Answers 3.mp4

03:15

10 - Case Study

30 - Case-Study.pptx

30 - How to Prepare for Case Study.mp4

02:30

Description

The most comprehensive course to help you land in your data science interview

What You'll Learn?

How to effectively prepare for different types of data scientist questions
Get familiar with roles related to data scientist and data analyst
Examples of data manipulation questions (e.g, SQL, python) and answers
Examples of coding questions and answers
Examples of statistics/probability questions and answers
Examples of experimental design questions and answers
Examples of machine learning questions and answers
Examples of product sense questions and answers
General framework of case questions and answers
General framework of behaviour questions and answers

Who is this for?

Someone who is interested in working as a data scientist or a data analyst

Someone who is preparing for a data scientist interview or data analyst interview

What You Need to Know?

High school level math skills

Basic coding skills

More details

Description
21st century is the century of technology, data plays a very important role in companies from different industries, more and more positions related to data science are available in the market. Data scientist is a very popular career because it is well-paid and its responsibility includes solving many interesting problems.
As a data scientist with over 10 years of experience. My job is to help you prepare for your data scientist or data analyst interview so you are able to know what is the right position for you, what will most likely to be tested and how to be successful in a standard interview process.
During this course, I will get into the details of various interview portions such as data manipulation, coding (algorithm), stats & probability, experimental design, machine learning & modeling, product sense, behavior questions as well as the high level information for case study. The above portions should be able to cover almost all types of questions being asked in data science interviews and I will teach you how to prepare for each part as well as showing you some sample questions being asked in real interviews from top tech companies such as Amazon, Meta, Google, etc... This course also comes with presentation slides that you can leverage it to prepare for your interviews.
Who this course is for:
Someone who is interested in working as a data scientist or a data analyst
Someone who is preparing for a data scientist interview or data analyst interview

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Data Science

Starrk Jiang

Instructor's Courses

Hello, I am a senior data scientist with over 10 years' experience. I have a master degree in data science and I am currently working at as a senior data scientist at a big tech company located in North America. I have lots of experience either interviewing or being interviewed as a data scientist.

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