Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
BudgetML is an ideal solution for professionals looking to swiftly launch their models to an endpoint without investing excessive time, money, or effort into mastering the complex end-to-end process. We developed BudgetML in response to the challenge of finding a straightforward and cost-effective method to bring a model into production promptly. Traditional cloud functions often suffer from memory limitations and can become expensive as usage scales, while Kubernetes clusters are unnecessarily complex for deploying a single model. Starting from scratch also requires navigating a myriad of concepts such as SSL certificate generation, Docker, REST, Uvicorn/Gunicorn, and backend servers, which can be overwhelming for the average data scientist. BudgetML directly addresses these hurdles, prioritizing speed, simplicity, and accessibility for developers. It is not intended for comprehensive production environments but serves as a quick and economical way to set up a server efficiently. Ultimately, BudgetML empowers users to focus on their models without the burden of unnecessary complications.
Description
SudoRank serves as an interactive platform tailored for DevOps engineers, SREs, and system administrators to repair authentic malfunctioning systems on operational Linux virtual machines and Kubernetes clusters, rather than relying on simulations or containers.
With a total of 750 challenges spread across 15 distinct tracks, participants can engage in areas such as Linux, system administration, storage solutions, scripting, networking, web server management, VPN setup, Docker, Kubernetes, Terraform/Ansible, CI/CD processes, GitOps, server hardening, incident response, and offensive security.
Every challenge offers a flawed environment with root access, allowing users to resolve issues using their preferred methods, while the auto-grading feature evaluates the actual system state rather than the approach taken.
Notable features include authentic multi-node Kubernetes clusters, a real-time AI tutor that monitors terminal activity, progressive hints, interview preparation, incident simulations, session recordings, achievement badges, and competitive leaderboards.
The platform offers free access to 8 tracks with 281 challenges, while the Pro version at $8 per month grants access to 13 tracks and 652 challenges, and the Pro+ version at $15 per month provides all 750 challenges along with unlimited AI tutoring support.
This comprehensive setup not only enhances practical skills but also prepares users for real-world scenarios they may encounter in their careers.
API Access
Has API
Yes
API Access
Has API
No
Integrations
APIFuzzer
Yes
Docker
Yes
FastAPI
Yes
Google Cloud Platform
Yes
Gunicorn
Yes
Kubernetes
Yes
OAuth
Yes
Swagger
Yes
ZenML
Yes
Integrations
APIFuzzer
No
Docker
No
FastAPI
No
Google Cloud Platform
No
Gunicorn
No
Kubernetes
No
OAuth
No
Swagger
No
ZenML
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
$6.67/month
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
Yes
In Person
No
Vendor Details
Company Name
ebhy
Website
github.com/ebhy/budgetml
Vendor Details
Company Name
SudoRank
Founded
2026
Country
Singapore
Website
sudorank.com
Product Features
Product Features
Technical Skills Development
Analytics
No
Career Coaching
No
Discussions
No
Exercises and Projects
No
Offline Usage
No
Quizzes & Assessments
No
Videos
No