Topics tagged grokking-the-machine-learning-interview_

Topic	Replies	Views	Activity
Can we use TF-IDF to measure "Terms Match" instead of IDF? Courses document-selection__search-ranking__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	2	26	July 14, 2021
How could we compute Document popularity, Query intent match and Personalization match Courses document-selection__search-ranking__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	9	July 14, 2021
Ad quality score vs ad predicted score Courses architectural-components__ad-prediction-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	7	July 6, 2021
Combining embedding vectors of the last k ads Courses feature-engineering__ad-prediction-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	8	July 6, 2021
Why not using NN for online training? Courses ad-prediction__ad-prediction-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	27	June 12, 2021
Balance between complexity of feature set and real time preduction Courses feature-engineering__recommendation-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	14	June 9, 2021
Tensorflow Version in 'Become a Machine Learning Engineer' path Courses machine-learning-for-software-engineers__adaptilab , grokking-the-machine-learning-interview__machine-learning-labs	1	11	June 3, 2021
User vs media-users features Courses feature-engineering__recommendation-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	7	May 21, 2021
After training two tower model, is it possible to use user-tower only to generate user embedding vector? Courses embeddings__practical-ml-techniquesconcepts__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	52	April 25, 2021
Why tweet_id & user_id are sparse features? Courses ranking__feed-based-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	48	February 14, 2021
Question About Grokking the Machine Learning Interview Courses grokking-the-system-design-interview__design-gurus , grokking-the-machine-learning-interview__machine-learning-labs	1	36	February 10, 2021
Negative downsampling rate Courses training-data-generation__ad-prediction-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	45	January 27, 2021
Glossary of Terms Courses model-debugging-and-testing__practical-ml-techniquesconcepts__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	2	38	January 7, 2021
Can someone explain how to train the model in Phase3? Courses ad-selection__ad-prediction-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	55	January 5, 2021
The terminology is so confuisin Courses architectural-components__ad-prediction-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	55	January 5, 2021
Can we apply the same offline metrics introduced to Search Ranking and Feed Based System? Courses metrics__recommendation-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	35	January 2, 2021
Questions about mAP @ N and mAR @ N Courses metrics__recommendation-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	79	January 2, 2021
Tweet content and Social User embedding Courses feature-engineering__feed-based-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	53	January 2, 2021
Spillover effect in a/b testing at social network envirnoment Courses online-experimentation__feed-based-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	46	December 5, 2020
Why using CPE * bid? Courses ad-selection__ad-prediction-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	38	December 2, 2020
NN hidden layer to logistic regression model same as original NN? Courses ranking__feed-based-system__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	2	61	October 20, 2020
Accounting for multiple searches in one session when the topics are different Courses metrics__search-ranking__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	77	October 18, 2020
Backtesting -ads prediction Courses online-experimentation__practical-ml-techniquesconcepts__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	2	53	September 28, 2020
Inner product loss in a two-tower architecture Courses embeddings__practical-ml-techniquesconcepts__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	3	138	September 12, 2020
Course codes questions Courses how-does-this-course-help-in-ml-interviews__introduction__grokking-the-machine-learning-interview , grokking-the-machine-learning-interview__machine-learning-labs	1	132	August 24, 2020