Like DevOps, MLOps is gaining traction as an essential part of any machine learning set up.
Like DevOps, MLOps is gaining traction as an essential part of any machine learning set up. Practising MLOps means that you advocate for automation and monitoring at every step of ML system construction, including integration, testing, releasing, deployment and infrastructure management. Data scientists can implement and train an ML model with predictive performance on an offline holdout dataset and given relevant training data for their use case. However, the real challenge isn't building an ML model. The challenge is building an integrated ML system and to continuously operate it in production.
We helped deploy one largest and most successful MLOps deployments in Australia, Kodez aims to unlock the benefits of MLOps to other customers.
In this exercise we used;
We worked closely with the customer implementing various components in the MLOps pipelines and infrastructure.
As enterprises build their business vision around intelligence, the need for machine learning intensifies. Work with Kodez, and we will bring added reliability and optimization to machine learning models.
.jpg)
Virtual desktop infrastructure is crucial for enabling on-demand remote resource access and taking your desktops and apps to a new level of flexibility and efficiency. With Virtual desktops setups, you can be more agile and innovative while reducing infrastructure cost, streamlining your organization operations, and providing a secure user experience.
Jeewantha Hiddalarachchi and Sahanya Ranaweera are friends and batchmates at the Sri Lanka Institute of Information Technology (SLIIT). They both joined Kodez in November 2021. We sat down with them to talk about their internship experience so far...
Azure is Microsoft's cloud computing platform, which allows your firm access to tremendous compute capabilities while being extremely secure, allowing you to achieve any business goal without having to invest in expensive local equipment. 95% of Fortune 500 companies currently utilize the Azure Platform as part of their IT infrastructure.
