[ WebToolTip.com ] Udemy - The ML System Design Interview - Depth, Not Templates

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - The round/1. Welcome and what this course is for.mp4

11 MB

~Get Your Files Here !/1 - The round/1. Welcome and what this course is for_en-US.srt

3.4 kB

~Get Your Files Here !/1 - The round/2. 01-the-round-01-format-and-scoring.en.pdf

39 kB

~Get Your Files Here !/1 - The round/2. The round variants, who asks it, and what the scorecard says.mp4

24 MB

~Get Your Files Here !/1 - The round/2. The round variants, who asks it, and what the scorecard says_en-US.srt

8.2 kB

~Get Your Files Here !/1 - The round/3. 01-the-round-02-time-budget.en.pdf

40 kB

~Get Your Files Here !/1 - The round/3. The time budget the senior allocation, live self-monitoring, and recovery.mp4

20 MB

~Get Your Files Here !/1 - The round/3. The time budget the senior allocation, live self-monitoring, and recovery_en-US.srt

7.1 kB

~Get Your Files Here !/1 - The round/4. 01-the-round-03-clarifying-questions.en.pdf

43 kB

~Get Your Files Here !/1 - The round/4. Clarifying questions the first scored answer.mp4

23 MB

~Get Your Files Here !/1 - The round/4. Clarifying questions the first scored answer_en-US.srt

8.1 kB

~Get Your Files Here !/2 - The eight-step skeleton/5. 02-the-skeleton-01-eight-steps.en.pdf

48 kB

~Get Your Files Here !/2 - The eight-step skeleton/5. The 8-step spine, and the second layer beneath every step.mp4

28 MB

~Get Your Files Here !/2 - The eight-step skeleton/5. The 8-step spine, and the second layer beneath every step_en-US.srt

8.3 kB

~Get Your Files Here !/2 - The eight-step skeleton/6. 02-the-skeleton-02-differentiator-doctrine.en.pdf

48 kB

~Get Your Files Here !/2 - The eight-step skeleton/6. The differentiator doctrine open by naming what makes this system different.mp4

27 MB

~Get Your Files Here !/2 - The eight-step skeleton/6. The differentiator doctrine open by naming what makes this system different_en-US.srt

8.3 kB

~Get Your Files Here !/2 - The eight-step skeleton/7. 02-the-skeleton-03-worked-pass.en.pdf

45 kB

~Get Your Files Here !/2 - The eight-step skeleton/7. Worked pass the whole spine in ten minutes, on a prompt you have not seen.mp4

25 MB

~Get Your Files Here !/2 - The eight-step skeleton/7. Worked pass the whole spine in ten minutes, on a prompt you have not seen_en-US.srt

8.1 kB

~Get Your Files Here !/3 - Data and labels/10. 03-data-labels-03-label-fallacy.en.pdf

43 kB

~Get Your Files Here !/3 - Data and labels/10. The label fallacy when your label is another model's output.mp4

31 MB

~Get Your Files Here !/3 - Data and labels/10. The label fallacy when your label is another model's output_en-US.srt

9.1 kB

~Get Your Files Here !/3 - Data and labels/8. 03-data-labels-01-where-labels-come-from.en.pdf

40 kB

~Get Your Files Here !/3 - Data and labels/8. Where labels come from implicit, explicit, and negative engagement.mp4

24 MB

~Get Your Files Here !/3 - Data and labels/8. Where labels come from implicit, explicit, and negative engagement_en-US.srt

8.7 kB

~Get Your Files Here !/3 - Data and labels/9. 03-data-labels-02-negative-sampling.en.pdf

49 kB

~Get Your Files Here !/3 - Data and labels/9. Negative sampling exposure bias, position bias, dedupe, and the ratio.mp4

28 MB

~Get Your Files Here !/3 - Data and labels/9. Negative sampling exposure bias, position bias, dedupe, and the ratio_en-US.srt

8.7 kB

~Get Your Files Here !/4 - Retrieval/11. 04-retrieval-01-candidate-generation.en.pdf

57 kB

~Get Your Files Here !/4 - Retrieval/11. Candidate generation two-tower, and the constraint that produced it.mp4

32 MB

~Get Your Files Here !/4 - Retrieval/11. Candidate generation two-tower, and the constraint that produced it_en-US.srt

8.7 kB

~Get Your Files Here !/4 - Retrieval/12. 04-retrieval-02-ann-and-cold-start.en.pdf

78 kB

~Get Your Files Here !/4 - Retrieval/12. ANN indexes, the recall dial, and cold start.mp4

27 MB

~Get Your Files Here !/4 - Retrieval/12. ANN indexes, the recall dial, and cold start_en-US.srt

8.7 kB

~Get Your Files Here !/5 - Ranking/13. 05-ranking-01-model-ladder.en.pdf

64 kB

~Get Your Files Here !/5 - Ranking/13. The model ladder, from logistic regression to GBDT to GBDT plus LR to a deep mod.mp4

35 MB

~Get Your Files Here !/5 - Ranking/13. The model ladder, from logistic regression to GBDT to GBDT plus LR to a deep mod_en-US.srt

9.0 kB

~Get Your Files Here !/5 - Ranking/14. 05-ranking-02-multitask-ranking.en.pdf

67 kB

~Get Your Files Here !/5 - Ranking/14. Multi-task ranking, shared layers, per-engagement heads, and the combined loss.mp4

29 MB

~Get Your Files Here !/5 - Ranking/14. Multi-task ranking, shared layers, per-engagement heads, and the combined loss_en-US.srt

8.9 kB

~Get Your Files Here !/5 - Ranking/15. 05-ranking-03-crosses-and-calibration.en.pdf

65 kB

~Get Your Files Here !/5 - Ranking/15. Feature crosses, DCN, and calibration, or why area under the curve can look fine.mp4

36 MB

~Get Your Files Here !/5 - Ranking/15. Feature crosses, DCN, and calibration, or why area under the curve can look fine_en-US.srt

9.1 kB

~Get Your Files Here !/6 - Serving and monitoring/16. 06-serving-01-batch-online-hybrid.en.pdf

54 kB

~Get Your Files Here !/6 - Serving and monitoring/16. Batch, online, and hybrid inference, and the feature store underneath.mp4

29 MB

~Get Your Files Here !/6 - Serving and monitoring/16. Batch, online, and hybrid inference, and the feature store underneath_en-US.srt

8.4 kB

~Get Your Files Here !/6 - Serving and monitoring/17. 06-serving-02-offline-online-gap.en.pdf

50 kB

~Get Your Files Here !/6 - Serving and monitoring/17. The diagnosis ladder excellent offline, flat in production.mp4

32 MB

~Get Your Files Here !/6 - Serving and monitoring/17. The diagnosis ladder excellent offline, flat in production_en-US.srt

9.1 kB

~Get Your Files Here !/6 - Serving and monitoring/18. 06-serving-03-continual-training.en.pdf

64 kB

~Get Your Files Here !/6 - Serving and monitoring/18. Continual training, cadence, and the freshness argument.mp4

37 MB

~Get Your Files Here !/6 - Serving and monitoring/18. Continual training, cadence, and the freshness argument_en-US.srt

8.8 kB

~Get Your Files Here !/7 - Metrics/19. 07-metrics-01-offline-metrics.en.pdf

68 kB

~Get Your Files Here !/7 - Metrics/19. Offline metrics choosing from what the score is used for.mp4

33 MB

~Get Your Files Here !/7 - Metrics/19. Offline metrics choosing from what the score is used for_en-US.srt

8.6 kB

~Get Your Files Here !/7 - Metrics/20. 07-metrics-02-online-metrics-guardrails.en.pdf

69 kB

~Get Your Files Here !/7 - Metrics/20. The online readout primary metric, guardrails, and the domain metrics.mp4

39 MB

~Get Your Files Here !/7 - Metrics/20. The online readout primary metric, guardrails, and the domain metrics_en-US.srt

9.0 kB

~Get Your Files Here !/8 - The cases/21. 08-cases-01-news-feed.en.pdf

81 kB

~Get Your Files Here !/8 - The cases/21. Personalized news feed the full forty-five minutes.mp4

60 MB

~Get Your Files Here !/8 - The cases/21. Personalized news feed the full forty-five minutes_en-US.srt

12 kB

~Get Your Files Here !/8 - The cases/22. 08-cases-02-ads-click-prediction.en.pdf

74 kB

~Get Your Files Here !/8 - The cases/22. Ads click prediction the full design, and the four follow-ups that decide it.mp4

49 MB

~Get Your Files Here !/8 - The cases/22. Ads click prediction the full design, and the four follow-ups that decide it_en-US.srt

12 kB

~Get Your Files Here !/8 - The cases/23. 08-cases-03-harmful-content.en.pdf

80 kB

~Get Your Files Here !/8 - The cases/23. Harmful content detection designing when the labels do not exist yet.mp4

45 MB

~Get Your Files Here !/8 - The cases/23. Harmful content detection designing when the labels do not exist yet_en-US.srt

12 kB

~Get Your Files Here !/8 - The cases/24. 08-cases-04-the-catalog.en.pdf

44 kB

~Get Your Files Here !/8 - The cases/24. The catalog map any prompt to its nearest solved family.mp4

36 MB

~Get Your Files Here !/8 - The cases/24. The catalog map any prompt to its nearest solved family_en-US.srt

8.8 kB

~Get Your Files Here !/8 - The cases/25. 08-cases-05-timed-mocks.en.pdf

66 kB

~Get Your Files Here !/8 - The cases/25. Two timed mocks and the scoring rubric.mp4

40 MB

~Get Your Files Here !/8 - The cases/25. Two timed mocks and the scoring rubric_en-US.srt

10 kB

~Get Your Files Here !/8 - The cases/25. c4-next-steps.en.pdf

31 kB

~Get Your Files Here !/Bonus Resources.txt

70 B