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Getting Started

About This Course

Data Science Job Outline

Career in Data Science Is Data Science for You?Job Titles in Data Science Common Mistakes Made by Aspiring Data Scientists Educational Requirements and Interdisciplinary Aspects Framework of a Typical Data Science Project Quiz: Data Science Job Outline

What to Study

Topics to Build Numerical Capabilities Topics to Build Programming Capabilities Topics to Build Machine Learning Capabilities Quiz: What to Study

Portfolio Making

Dos and Don'ts of Resume Writing

Data Science-Related Achievements

Quiz: Portfolio Making

Expertise and Readiness

Data Scientist's Toolbox Python vs. R How to Know That You're Ready Dos and Don’ts of Preparation Quiz: Expertise and Readiness

Efficient Data Science Job Search

Data Science Job Search Direct Approach Getting Referrals Pro Tips Quiz: Efficient Data Science Job Search

The Interview

Interview Process Mantras for Guaranteed Success Quiz: The Interview

Types of Questions and Answers

Machine Learning

Tricky Questions

Quiz: Types of Questions and Answers

Epilogue

Conclusion References

Practice Mock Interview

Deep Dive Into Data Science Interview/

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Quiz: Portfolio Making

Quiz: Portfolio Making

Test your understanding of the content covered in this chapter.

We'll cover the following...

Technical Quiz

1.

Suppose you apply for a data scientist position that mentions forecasting as a key skill. Which keyword would not be good to mention on your resume?

A.

Time-series analysis

B.

ARMA

C.

Chi-square test

D.

ARIMA

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