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..
We deliver value-driven solutions powered by a unique combination of our cutting-edge machine learning and 3D graphics engineering expertise.
Leverage edge AI on smart devices to ensure data security and privacy, power real-time analytics and improve responsiveness. We’ll help you ensure high infrastructure performance, minimize model training time and reduce decision delay.
We deliver value-driven solutions powered by a unique combination of our cutting-edge machine learning and 3D graphics engineering expertise.
Employ natural language processing to automate sentiment analysis, customer support and fraud detection. We’ll develop and train an NLP system tailored to your needs, be it for a chatbot, speech recognition, customer review analysis or document processing automation.
Ensure your machine learning solution is trained on high-quality visual data. We’ll create and manage your dataset of images, videos or 3D graphics, as well as analyze and assure its quality and perform synthetic data injections.
Boost neural network training speed and accuracy with Luxoft’s expertise in model optimization. We’ll analyze your neural network’s architecture and dataset and provide you with actionable recommendations on how to refine both.
A system that analyzes scenes and detects weather conditions for better decision-making.
Detects and recognizes traffic signs in real-time to improve driver assistance systems.
Determining increase or decrease in the stock price based on the historical data of the stock price and news related to this stock.
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..
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 ..
Thanks to data science and, in particular, machine learning, businesses can better understand and do preventive and timely ..