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@ -4,6 +4,7 @@
<p align="center">
<a href="#download">Download PDF</a> •
<a href="#about">About</a> •
<a href="#about">Errata</a> •
</p>
<h1 align="center">
@ -112,3 +113,65 @@ Shlomo Kashani, Author of the book _Deep Learning Interviews_ www.interviews.ai:
<h1 align="center">
<img src="https://github.com/BoltzmannEntropy/interviews.ai/blob/main/assets/droput2-ans.png" width="100%"></a>
</h1>
# Errata (May not be up to date)
## **I would like to solicit corrections, criticisms, and suggestions from students and other readers. Although I have tried to eliminate errors over the multi year process of writing and revising this text, a few undoubtedly remain. In particular, some typographical infelicities will no doubt find their way into the final version.** **I hope you will forgive them.**
## ***Minor corrections are not included.***
Thank you to all the readers who pointed out these issues.
**Errata for the version** **03/12/2020** **printing and reflected in the online version:**
1. Question number **PRB-267 -CH.PRB- 8.91** was removed due to lack of clarity
2. Question number **PRB-115 - CH.PRB- 5.16** was removed due to lack of clarity
**Errata for the version** **05/12/2020** **printing and reflected in the online version:**
1. Page 230, Question number **PRB-178** amend “startified scross validation“ TO “stratified cross validation.“
2. Page 231, Question number **PRB-181** added a ” .“ after data-folds
3. Page 231, Question number **PRB-191** amend “an” to “a”
4. Page 234, Question number **PRB-192** “in” repeated twice
5. Page 236, Question number **PRB-194 amend** “approached” to “approaches“, “arr” to “arr001”
6. Page 247, Question number **PRB-210 amend** “an” to “a”
7. Page 258, Question number **PRB-227 amend** “A confusion metrics” to “A confusion matrix”
8. Page 271, Question number **PRB-240 amend** “MaxPool2D(4,4,)” to “MaxPool2D(4,4)”
9. Page 273, Question number **PRB-243 amend** “identity” to “identify”
10. Page 281, Question number **PRB-254 amend** “suggest” to “suggests”
11. Page 283, Question number **PRB-256** “happening” misspelled
12. Page 286, “L1, L2” amended to “Norms”
13. Page 288, Question number **SOL-184** **amend** “the full” to “is the full”
14. Page 298, Question number **SOL-208** **amend** “ou1” to “out”
15. Page 319, Question number **SOL-240** **amend** “torch.Size([1, 32, 222, 222]).” to “torch.size([1, 32, 222, 222]).“
16. Page 283, Question number **PRB-256** “happening” was misspelled
**Errata for the version** **07/12/2020** **printing and reflected in the online version:**
1. Page 187, Question number **PRB-140** two missing plots (6.3, 6.4) which did not render correctly on the print version
![ball001.png](https://images.squarespace-cdn.com/content/v1/5c33c435f93fd4233f157b43/1607530038262-PGU5F0YDMFA9NON3NKZA/ball001.png?format=500w)
6.3
![ball002.png](https://images.squarespace-cdn.com/content/v1/5c33c435f93fd4233f157b43/1607530124438-1U0OIE7QPO0DSMP8LKBS/ball002.png?format=500w)
6.4
**Errata for the version** **09/21/2020** **printing and reflected in the online version:**
1. Page 34, Solution number **SOL-19** , 0.21886 should be 0.21305 and 0.21886 ± 1.95 × 0.21886 should be **0.21305** ± 1.95 × 0.21886
2. Page 36-7, Solution number **SOL-21** ,4.8792/0.0258 = **189.116** and not 57.3 and pi(33) = 0.01748 and not pi(33) = **0.211868**.
3. Page 49, **PRB-47** “What is the probability that the expert is a **monkey**“ should be “What is the probability that the expert is a **human**”
**Errata for the version** **09/22/2020** **printing and reflected in the online version:**
1. Page 73, Solution number **SOL-56** should read ”The Hessian is generated by **differentiating**”
2. Page 57, Problem number **PRB-65** should read ”**two** neurons”
**Errata for the version** **09/24/2020** **printing and reflected in the online version:**
1. Page 78, Solution number **SOL-64** , the OnOffLayer is off only if at least 150 out of 200 neurons are off. Therefore, this may be represented as a Binomial distribution and the probability for the layer to be off is :
![2020-12-24 21_08_52-E__Sync_branded_interviews.ai_amazon_21-12-2020_chap_bayes.tex - TeXstudio.png](https://images.squarespace-cdn.com/content/v1/5c33c435f93fd4233f157b43/1608836963860-U8ZD3L5L4IL5QKOAUZD8/2020-12-24+21_08_52-E__Sync_branded_interviews.ai_amazon_21-12-2020_chap_bayes.tex+-+TeXstudio.png?format=750w)