Kaggle vs. Upwork Comparison Chart

CodeSignal is how the world discovers and develops the skills that will shape the future. Our skills platform empowers teams to go beyond skills gaps, with hiring and AI-powered learning solutions, and helps individuals cultivate the skills they need to level up. Wherever you are on your journey, CodeSignal’s technical hiring and learning & development solutions meet you there and get you where you need to go. Having powered millions of skills evaluations, CodeSignal is trusted by leading companies like Netflix, Capital One, Meta, and Dropbox, and is used by learners across the globe.

Absorb Software is an AI-powered learning management system (LMS) provider for all learners inside and outside an enterprise, across industries globally. Purpose-built for an engaging, personalized learner experience and efficient administration, Absorb LMS enables millions of employees, customers, partners, and members to discover, absorb, and apply the knowledge they need. From meeting compliance to motivating learners, up-skilling/re-skilling to improving productivity, and creating/curating to monetizing course content, the platform unlocks potential. Streamline course creation with Create AI Beta, a generative AI tool made for course creators and subject matter experts in organizations of all sizes and types to simplify the course creation process. It allows course creators to save time on research and design, while still producing high-quality content using Absorb Create.

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection.

The training data platform for AI teams. A machine learning model is only as good as its training data. Labelbox is an end-to-end platform to create and manage high-quality training data all in one place, while supporting your production pipeline with powerful APIs. Powerful image labeling tool for image classification, object detection and segmentation. When every pixel matters, you need accurate and intuitive image segmentation tools. Customize the tools to support your specific use case, including instances, custom attributes and much more. Performant video labeling editor for cutting-edge computer vision. Label directly on the video up to 30 FPS with frame level. Additionally, Labelbox provides per frame label feature analytics enabling you to create better models faster. Creating training data for natural language intelligence has never been easier. Label text strings, conversations, paragraphs, and documents with fast & customizable classification.

Less admin. More training. Arlo is a purpose-built training management system designed for training providers. It enables you to manage course registrations, payments, websites, CRM, and reporting all through one powerful platform. Effortlessly create courses, automate communications, and manage your training schedule & presenters across face-to-face, live-online, and blended learning. Automate the entire registration workflow with customizable forms, flexible payment options and smart invoicing. Leverage waitlists, discounts, and registration rules for private and public courses. Manage client records, relationships and leads all in one place. Track course performance, build customizable reports and make informed decisions that drive growth. Drive more traffic, optimize conversions and update your website in real time. Seamlessly integrate your website or use Arlo’s modern, out of the box solution.

Learn Amp is the complete People Development Hub. Weaving together learning, community, and talent development to power performance. Enabling modern companies to balance people-led and company-led learning, and align individual progression with collective goals. Technology on its own is not a silver bullet. Get software with a service (SwaS) through our expert coaching and advisory services. Our consultative approach has led to a 96% retention rate of happy customers. Speak to us to find out more and join future-thinking organizations like Metro Bank, GAIL's Bakery and Specsavers in consolidating and replacing their tech stack with Learn Amp. Platform packages are flexible and scalable. LEARN; combine engaging LXP and powerful LMS tools. CONNECT; drive higher engagement and better knowledge transfer with cutting edge social features. DEVELOP; improve and measure competencies and connect the right people to the right skills learning; integrate and align performance with L&D goals

CYPHER Learning® exists to give learners the power to succeed in a rapidly changing world. Trainers, learning and development (L&D) pros, HR pros, and educators get everything they need in one platform to deliver faster, more personalized, and better learning outcomes. We provide the only all-in-one AI-powered learning platform that is easy-to-use, beautifully designed, and built to power hundreds of millions of learning moments every day. Create courses faster. Train and teach better. Learn even quicker. Experience our "just in time, just for you, just the way you want to learn" approach that puts people first.

Open LMS leverages open-source software to deliver an effective and engaging learning experience. As the largest commercial provider of hosting and support services for the open-source Moodle™ learning platform, we help global organizations and institutions deliver great learning experiences without complexities. One of the ways Open LMS supports learning is via our commitment to open-source learning technology. The ability to deliver educational materials on a customized, branded platform is highly appealing to companies looking to teach or train students, employees, volunteers, or customers. This opens up a flexible opportunity for your organization to adapt your open-source LMS without vendor and commitment pressure. Previously a Blackboard product, Open LMS was acquired by Learning Technologies Group plc (LTG) in March 2020.

Learning management systems are good for training employees but often fail to address the unique needs of training customers & partners as well as customers' customers & partners. Eurekos is a leading European customer education specialist, offering innovative training software solutions for businesses and non-profit organizations with a need for external training, certification or accreditation. Eurekos offers a complete set of tools to create and deliver training that cover the entire customer journey: before the sale, during onboarding and ongoing. Eurekos has everything for rapid onboarding, advanced certification, eCommerce, unlimited brand portals, complex organization structures and integrated content development all under the highest privacy & security standards (ISO7IEC 27001 & 27701). We are constantly reinvesting into our software to bring our clients the latest, most current technical features available on the LMS market.

Bridge is a Learning (LMS) & Employee Development (performance management and skills) platform that uniquely combines learning management, career & skill development, and performance management – all in one easy to use solution. With Bridge, you can consolidate your learning tech stack resulting in streamlined training and development programs, saved admin time, and a more engaging experience for employees and managers alike. Featuring a world-class LMS with personalized and automated learning journeys, 2 different course authoring tools, advanced media and video management, analytics and more. Add on top of that performance tools like managers 1 on 1s, performance conversations, career development plans, and skill management, and its easy to see the power in streamlining your tools into one platform with Bridge. Used by more than 1000 organizations, Bridge helps them achieve their strategic people development goals by through learning, performance and skills management.