Essays about: "retention and training"

Showing result 1 - 5 of 34 essays containing the words retention and training.

1. 1. Utilizing energy-saving techniques to reduce energy and memory consumption when training machine learning models : Sustainable Machine Learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Khalid El Yaacoub; [2024]
   Keywords : Sustainable AI; Machine learning; Quantization-Aware Training; Model Distillation; Quantized Distillation; Siamese Neural Networks; Continual Learning; Experience Replay; Data Efficient AI; Energy Consumption; Energy-Savings; Sustainable ML; Computation resources; Hållbar maskin inlärning; Hållbar AI; Maskininlärning; Quantization-Aware Training; Model Distillation; Quantized Distillation; siamesiska neurala nätverk; Continual Learning; Experience Replay; Dataeffektiv AI; Energiförbrukning; Energibesparingar; Beräkningsresurser;

   Abstract : Emerging machine learning (ML) techniques are showing great potential in prediction performance. However, research and development is often conducted in an environment with extensive computational resources and blinded by prediction performance. READ MORE

3. 2. Predicting user churn using temporal information : Early detection of churning users with machine learning using log-level data from a MedTech application

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Love Marcus; [2023]
   Keywords : User churn; Customer attrition; Artificial neural networks; Log-level analysis; Random forests; Decision trees; Användarbortfall; Kundbortfall; Artificiella neurala nätverk; logganalys; Slumpskogar; Beslutsträd;

   Abstract : User retention is a critical aspect of any business or service. Churn is the continuous loss of active users. A low churn rate enables companies to focus more resources on providing better services in contrast to recruiting new users. READ MORE

4. 3. Leveraging Service Recovery as a Marketing Tool

   University essay from Högskolan i Gävle/Avdelningen för ekonomi

   Author : Daniel Mubiru; Fiona Nyamache; [2023]
   Keywords : Service recovery; marketing tool; satisfaction; loyalty; brand reputation; brand image;

   Abstract : Aim: The study aims to explore the process of service recovery, its transformation into a marketing tool and identifying the outcomes of the tool to the organizations. Methodology: The research employed a qualitative methodology with an inductive approach. READ MORE

5. 4. Comparison of Machine learningalgorithms on Predicting Churn withinMusic streaming service

   University essay from Blekinge Tekniska Högskola

   Author : Lahari Gaddam; Sree Lakshmi Hiranmayee Kadali; [2022]
   Keywords : Churn Prediction; Classification Algorithms; Machine Learning; Music Stream; Supervised Learning.;

   Abstract : Background: Customer churn prediction is one of the most popular part of bigbusinesses and often help the companies in customer retention and revenue generation.Customer churn may lead to huge loss of revenue and is important to analyzeand determine the cause for churn. READ MORE

6. 5. Sustainable HR Practices in Lean Manufacturing

   University essay from Linnéuniversitetet/Institutionen för ekonomistyrning och logistik (ELO)

   Author : Mouayad Toron; [2022]
   Keywords : Sustainable HR practices; lean; lean manufacturing; lean transformation; Veolia-Hydrotec; training; employee retention;

   Abstract : The concept of lean manufacturing dates back to 1990 in the automobile industry. However, its principles were implemented in other industries as well. Lean is also about people; and sustainable HR practices play an important role in the success of lean transformation. This research examines how sustainable HR practices enhances lean manufacturing. READ MORE