PinnedLina Faik👋 Hi there, it’s Lina …… and this is where I write about data science3 min read·Aug 22, 2021----
Lina FaikinTowards Data ScienceBeyond Predictions: Uplift Modeling & the Science of Influence (Part I)Hands-On Approach to Uplift with Tree-Based Models·14 min read·Jan 3, 2024--2--2
Lina FaikinTowards Data ScienceBuilding Powerful Recommender Systems with Deep LearningA Step-by-Step Implementation Using the PyTorch Library TorchRec·7 min read·Jul 3, 2023--1--1
Lina FaikinTowards Data ScienceSurvival Analysis: Leveraging Deep Learning for Time-to-Event Forecasting (Part II)Practical Application to Rehospitalization·10 min read·Apr 21, 2023--2--2
Lina FaikinTowards Data ScienceSurvival Analysis: Predict Time-To-Event With Machine Learning (Part I)Practical Application to Customer Churn Prediction·11 min read·Feb 9, 2023--4--4
Lina Faikindata from the trenchesGraph Neural Networks: Graph Classification (Part III)When It Comes to Labeling Whole Graphs, Not Just Nodes·10 min read·Sep 1, 2022--2--2
Lina Faikindata from the trenchesGraph Neural Networks: Link Prediction (Part II)When It Comes to Forecasting Connections Within a Network·10 min read·Jul 7, 2022--1--1
Lina Faikindata from the trenchesGraph Neural Networks: Merging Deep Learning With Graphs (Part I)When It Comes to Node Classification·11 min read·Apr 28, 2022--2--2
Lina Faikindata from the trenchesCan Deep Learning Change the Game for Time Series Forecasting? (Part II)We introduce the MQ Forecaster & Transformer models and compare their performances against classic ML methods.·14 min read·Nov 18, 2021--3--3
Lina Faikindata from the trenchesDeep Learning for Time Series Forecasting: Is It Worth It? (Part I)Using RNNs & DeepAR Models to Find Out·14 min read·Sep 16, 2021--2--2
