Topics tagged machine-learning-system-design_

Topic	Replies	Views	Activity
Wrong Calc of cross-entropy loss or misspelling? Courses training-pipeline__machine-learning-primer__machine-learning-system-design , machine-learning-system-design__khang-pham	2	126	March 21, 2024
How can we practically detect spurious correlations? Courses machine-learning-system-design__khang-pham , diagnosing-data-bias__disasters-in-data__mitigating-disasters-in-ml-pipelines , mitigating-disasters-in-ml-pipelines__abhinav-raghunathan	1	71	December 15, 2023
Cascade of classifiers that is commonly used in AdTech Courses problem-statement-and-metrics__ad-click-prediction__machine-learning-system-design , machine-learning-system-design__khang-pham	1	73	July 4, 2023
Aggregator Service to spread the load for Model Serving components Courses ads-recommendation-system-design__ad-click-prediction__machine-learning-system-design , machine-learning-system-design__khang-pham	3	89	July 4, 2023
Using feed ranking algorithms to collect training data for a feed ranking algorithm? Courses grokking-the-system-design-interview__design-gurus , feed-ranking-model__feed-ranking__machine-learning-system-design , machine-learning-system-design__khang-pham	1	92	June 13, 2023
Question on problem statement vs final outcome from ranking service Courses rental-search-ranking-system-design__rental-search-ranking__machine-learning-system-design , machine-learning-system-design__khang-pham	1	74	March 17, 2023
What is the logging service from the last image Courses feed-ranking-system-design__feed-ranking__machine-learning-system-design , machine-learning-system-design__khang-pham	1	101	November 1, 2022
Ads Recommendation System Design - Machine Learning System Design Courses ads-recommendation-system-design__ad-click-prediction__machine-learning-system-design , machine-learning-system-design__khang-pham	0	103	October 7, 2022
Input to feed ranking service Courses feed-ranking-system-design__feed-ranking__machine-learning-system-design , machine-learning-system-design__khang-pham	1	238	October 6, 2022
Quiz on logloss Courses machine-learning-with-numpy-pandas-scikit-learn-and-more__adaptilab , machine-learning-system-design__khang-pham	1	129	August 25, 2022
Cannot access certain content on a module for a trial version Courses grokking-the-machine-learning-interview__machine-learning-labs , machine-learning-system-design__khang-pham	1	116	August 1, 2022
Can you explain how to retrain the model every few hours per day Courses ads-recommendation-system-design__ad-click-prediction__machine-learning-system-design , machine-learning-system-design__khang-pham	2	110	July 25, 2022
Why is logistic regression not performing well with large sparse features? Courses grokking-the-machine-learning-interview__machine-learning-labs , machine-learning-system-design__khang-pham	2	122	June 21, 2022
Is this example correct? Courses machine-learning-with-numpy-pandas-scikit-learn-and-more__adaptilab , machine-learning-system-design__khang-pham	1	133	June 9, 2022
Why can multiple output networks help when strong correlation exist Courses rental-search-ranking-system-design__rental-search-ranking__machine-learning-system-design , machine-learning-system-design__khang-pham	1	132	April 18, 2022
In Follow up questions, why reducing the sensitivity of click through rate will help with the issue of user's behavior changes? Courses video-recommendation-system-design__video-recommendation__machine-learning-system-design , machine-learning-system-design__khang-pham	1	160	February 24, 2022
How did you get10^16 bytes or 50 PB based on the description? Courses grokking-the-machine-learning-interview__machine-learning-labs , machine-learning-system-design__khang-pham	1	155	January 21, 2022
Can someone please help me understand how will the Cross Entropy be sensitive to the background CTR? Courses grokking-the-system-design-interview__design-gurus , ads-recommendation-system-design__ad-click-prediction__machine-learning-system-design , machine-learning-system-design__khang-pham	1	172	January 21, 2022
Assessment vs Course Courses summary__conclusion__machine-learning-system-design , machine-learning-system-design__khang-pham	3	137	December 1, 2021
Number of Negative samples in video recommendation system Courses video-recommendation-system-design__video-recommendation__machine-learning-system-design , machine-learning-system-design__khang-pham	1	161	November 19, 2021
https://www.educative.io/courses/machine-learning-system-design/39rwX13Kn3p Courses candidate-generation-and-ranking-model__video-recommendation__machine-learning-system-design , machine-learning-system-design__khang-pham	1	152	August 27, 2021
Why using classification model in FeedRanking? Courses problem-statement-and-metrics__feed-ranking__machine-learning-system-design , machine-learning-system-design__khang-pham	0	141	June 1, 2021