Most relative articles

16 min

Mastering MLOps practices for a trading bot

As your team is growing and the processes are becoming more complex,In this article, we will talk about the interaction of a large system of neural networks of the Trading Bot project and the MLOps..

5 min

Running ML inference with AMD GPU and ROCm

This is the second article that continues our series dedicated to running ML algorithms and neural networks on AMD GPUs. In the previous part of this series, we explained our ML project and covered ..

12 min

Anomaly Detection Using Recurrent Neural Networks Autoencoders

Thanks to data science and, in particular, machine learning, businesses can better understand and do preventive and timely ..

9 min

ML/AI algorithms for room layout editing

For some time in the past, running ML algorithms and neural networks on AMD GPUs has been a non-trivial task for an ordinary developer. As part of the GEMS AI/ML team at Luxoft DXC, we spend a lot of time..

Blog

Machine Learning AI
AI
7 min

Combining the most powerful tools: LLMs and Search Engine Agent

New solution focuses on increasing the reliability and accuracy of the LLM model by giving it access to a search engine.

Machine Learning AI
7 min

Dolomite AI: Duplicate ticket processing with LLM

Luxoft's new LLM-based algorithm automates the detection and management of duplicate tickets in customer support and IT service management, improving efficiency and reducing manual effort.

AI
Machine Learning
ChatGPT
Chatbots
10 min

Automated testing with AI — part of the triage process

The power of machine learning doesn’t just lie in the models. It’s about understanding data characteristics during exploratory analysis...

AI
Conversion Optimization
ChatGPT
Chatbots
12 min

Unleashing the Power of Automation with Conversational AI

Automating mechanical and repetitive actions within an organization is a key factor in providing competitive advantages to businesses. This..

Anomaly Detection
Machine Learning
Rnn
Neural Networks
Autoencoder
12 min

Anomaly Detection Using Recurrent Neural Networks Autoencoders

Thanks to data science and, in particular, machine learning, businesses can better understand and do preventive and timely ..

MlOps
Monitoring
Kibana
Grafana
AI
7 min

Monitoring Machine Learning Models in Production

Introduction In the previous article, we saw how to work with machine learning models on AzureML workspace. We deployed models into an Azure Kubernetes cluster and were able to infer the performance of ..

Machine Learning
Monitoring
Azure
Artificial Intelligence
Cloud
9 min

Machine Learning with Microsoft Azure

Abstract The article outlines the architecture of the MLOps provided by Microsoft Azure and the separation of roles and responsibilities between a DevOps engineer and a data scientist. An example of the ..

Machine Learning
Computer Vision
Data Science
GPU
Neural Networks
9 min

ML/AI algorithms for room layout editing

For some time in the past, running ML algorithms and neural networks on AMD GPUs has been a non-trivial task for an ordinary developer. As part of the GEMS AI/ML team at Luxoft DXC, we spend a lot of time..

AMD
GPU
Deep Learning
Machine Learning AI
Artificial Intelligence
5 min

Running ML inference with AMD GPU and ROCm

This is the second article that continues our series dedicated to running ML algorithms and neural networks on AMD GPUs. In the previous part of this series, we explained our ML project and covered ..

Trading Bot
MlOps
Vertex AI
Machine Learning AI
Neural Networks
16 min

Mastering MLOps practices for a trading bot

As your team is growing and the processes are becoming more complex,In this article, we will talk about the interaction of a large system of neural networks of the Trading Bot project and the MLOps..