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You're reading from  Cracking the Data Science Interview

Product typeBook
Published inFeb 2024
PublisherPackt
ISBN-139781805120506
Edition1st Edition
Concepts
Data Science
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Authors (2):
Leondra R. Gonzalez
Leondra R. Gonzalez
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Leondra R. Gonzalez

Leondra R. Gonzalez is a data scientist at Microsoft and Chief Data Officer for tech startup CulTRUE, with 10 years of experience in tech, entertainment, and advertising. During her academic career, she has completed educational opportunities with Google, Amazon, NBC, and AT&T.
Read more about Leondra R. Gonzalez

Aaren Stubberfield
Aaren Stubberfield
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Aaren Stubberfield

Aaren Stubberfield is a senior data scientist for Microsoft's digital advertising business and the author of three popular courses on Datacamp. He graduated with an MS in Predictive Analytics and has over 10 years of experience in various data science and analytical roles focused on finding insights for business-related questions.
Read more about Aaren Stubberfield

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Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

Symbols

.gitignore file 191

A

absolute paths 164

A/B testing

applicability 222

implementing 223

A/B tests 222

alternative hyothesis 222

alternative hypothesis 222

null hypothesis 222

activation functions 301, 302

neurons, activating with 300, 301

selecting 302, 303

Adadelta 310

Adaptive Gradient Algorithm (AdaGrad) 310

Adaptive Moment Estimation (Adam) 310

adjusted rand index (ARI) 287

aggregation 81

aggregation operations

data, splitting 81

function, applying 81

results, combining 81

AI governance

aspects 336

alternating least squares (ALS) 289

alternative hypothesis 217, 219

Amazon Elastic Kubernetes Service (EKS) 332

Analysis of Variance (ANOVA) 219, 220

annotated tags 189

Apache Beam 327

Apache Spark...

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Cracking the Data Science Interview
Published in: Feb 2024Publisher: PacktISBN-13: 9781805120506
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Authors (2)

author image
Leondra R. Gonzalez

Leondra R. Gonzalez is a data scientist at Microsoft and Chief Data Officer for tech startup CulTRUE, with 10 years of experience in tech, entertainment, and advertising. During her academic career, she has completed educational opportunities with Google, Amazon, NBC, and AT&T.
Read more about Leondra R. Gonzalez

author image
Aaren Stubberfield

Aaren Stubberfield is a senior data scientist for Microsoft's digital advertising business and the author of three popular courses on Datacamp. He graduated with an MS in Predictive Analytics and has over 10 years of experience in various data science and analytical roles focused on finding insights for business-related questions.
Read more about Aaren Stubberfield

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