Essays about: "SageMaker"

Showing result 1 - 5 of 10 essays containing the word SageMaker.

1. 1. Tools evolving AI systems via experiment management: A survey of machine learning practitioners

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Carl Vågfelt Nihlmar; [2023-04-28]
   Keywords : experiment management tools; machine learning; experiment management; experiment tracking; artificial intelligence;

   Abstract : Artificial intelligence employs machine learning to create intelligent systems. Experiment management tools have been created to support machine learning practitioners in their development efforts relating to the management of artifacts and metadata. READ MORE

3. 2. Low-No code Platforms for Predictive Analytics

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Soma Karmakar; [2023]
   Keywords : Low code; no code; Predictive analytics; databricks; azure; AWS; Google cloud;

   Abstract : In the data-driven landscape of modern business, predictive analytics plays a pivotal role inanticipating and mitigating customer churn—a critical challenge for organizations. However, thetraditional complexities of machine learning hinder accessibility for decision-makers. READ MORE

4. 3. Evaluating machine learning models for text classification

   University essay from Lunds universitet/Institutionen för reglerteknik

   Author : Jonas Lilja; [2023]
   Keywords : Technology and Engineering;

   Abstract : This thesis will explore the use of AWS machine learning services that enable natural language processing (NLP). More specifically, this work will focus on sentiment analysis of product and service reviews written in Swedish. READ MORE

5. 4. Faster Reading with DuckDB and Arrow Flight on Hopsworks : Benchmark and Performance Evaluation of Offline Feature Stores

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

   Author : Ayushman Khazanchi; [2023]
   Keywords : Machine Learning; Feature Store; Distributed Systems; MLOps;

   Abstract : Over the last few years, Machine Learning has become a huge field with “Big Tech” companies sharing their experiences building machine learning infrastructure. Feature Stores, used as centralized data repositories for machine learning features, are seen as a central component to operational and scalable machine learning. READ MORE

6. 5. Analysis Of Fastlane For Digitalization Through Low-Code ML Platforms

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Krishnaraj Raghavendran; [2022]
   Keywords : low-code; no-code; automL; sagemaker; machine learning; vertex AI; cloud agnostic; digitailization; cloud native;

   Abstract : Even a professional photographer sometimes uses automatic default settings that come up with the camera to take a photo. One can debate the quality of outcome from manual vs automatic mode. READ MORE