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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

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

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

APIFuzzer
Docker
FastAPI
Google Cloud Platform
Gunicorn
Kubernetes
OAuth
Swagger
ZenML

Integrations

APIFuzzer
Docker
FastAPI
Google Cloud Platform
Gunicorn
Kubernetes
OAuth
Swagger
ZenML

Pricing Details

Free
Free Trial
Free Version

Pricing Details

$6.67/month
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

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
Career Coaching
Discussions
Exercises and Projects
Offline Usage
Quizzes & Assessments
Videos

Alternatives

Alternatives

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