Ali Ozan MemetogluNLP Feature EngineeringAll you need to know about Feature Engineering in NLPJun 19, 2022Jun 19, 2022
Ali Ozan MemetogluIterators, List Comprehensions and GeneratorsLists, strings and range objects are all iterables, as are many other Python objects, such as dictionaries and file connections.Jun 11, 2022Jun 11, 2022
Ali Ozan Memetoglu5-) Dealing with Sparsity and Matrix FactorizationIt is actually a common concern in real-world rating data that the number of users and items are generally quite high and the number of…May 31, 2022May 31, 2022
Ali Ozan Memetoglu4-) Collaborative Filtering and KNNSo far we used the items a customer liked to make suggestions of other similar items. This works well when we have a lot of information…May 30, 20222May 30, 20222
Ali Ozan Memetoglu3-) Text-based SimilaritiesYou can generate content-based recommendations when descriptive attributes are available. Unfortunately in the real world, this is often…May 29, 20221May 29, 20221
Ali Ozan Memetoglu2-) Content-based RecommendationsSo far we have looked at making recommendations based solely on how the entire population feels about items. While these recommendations…May 29, 2022May 29, 2022
Ali Ozan Memetoglu1-) A Gentle Introduction to Recommendation EnginesWhile studying this series, I highly recommend you to listen to the playlist below.May 29, 2022May 29, 2022