Alternatives to Kaggle
Compare Kaggle alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Kaggle in 2026. Compare features, ratings, user reviews, pricing, and more from Kaggle competitors and alternatives in order to make an informed decision for your business.
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1
OORT DataHub
OORT DataHub
Data Collection and Labeling for AI Innovation. Transform your AI development with our decentralized platform that connects you to worldwide data contributors. We combine global crowdsourcing with blockchain verification to deliver diverse, traceable datasets. Global Network: Ensure AI models are trained on data that reflects diverse perspectives, reducing bias, and enhancing inclusivity. Distributed and Transparent: Every piece of data is timestamped for provenance stored securely stored in the OORT cloud , and verified for integrity, creating a trustless ecosystem. Ethical and Responsible AI Development: Ensure contributors retain autonomy with data ownership while making their data available for AI innovation in a transparent, fair, and secure environment Quality Assured: Human verification ensures data meets rigorous standards Access diverse data at scale. Verify data integrity. Get human-validated datasets for AI. Reduce costs while maintaining quality. Scale globally. -
2
DataCamp
DataCamp
DataCamp for Business is an online learning platform that gives you the power to upskill everyone on your team—from non-coding essentials like BI tools to data science and machine learning. You're collecting more data than ever before, but do you have the skills to collect and analyze that data efficiently? Give your teams the 21st-century skills they need to work with data in the real world. DataCamp’s hands-on learning experience includes data skill assessments to track progress and provide personalized recommendations, interactive courses led by experts, practice challenges, and real-world projects. Our 350+ courses in 10+ technologies provide flexible online training for every role and skill level.Starting Price: $300 per year -
3
Topcoder
Topcoder
Topcoder is the world’s largest technology network and on-demand digital talent platform with more than 1.6 million developers, designers, data scientists, and testers around the globe. Topcoder empowers organizations including Adobe, BT, Comcast, Google, Harvard, Land O’Lakes, Microsoft, NASA, SpaceNet, T-Mobile, US Department of Energy, Zurich Insurance, and more, to accelerate innovation, solve challenging business problems and tap into hard-to-find technology skills. Topcoder was born in 2000. We’ve listened to our customers through the years and created 3 useful ways for you to engage and execute with our amazing talent. Incredible digital and technology talent, ready to work. Scope, start and execute work much faster. Better talent, better outcomes. It’s not rocket surgery. You’re not alone. Access traditional professional services if you want extra guidance. You don’t have to change. Tap open APIs and integrations to work in approved environments. -
4
Google Colab
Google
Google Colab is a free, hosted Jupyter Notebook service that provides cloud-based environments for machine learning, data science, and educational purposes. It offers no-setup, easy access to computational resources such as GPUs and TPUs, making it ideal for users working with data-intensive projects. Colab allows users to run Python code in an interactive, notebook-style environment, share and collaborate on projects, and access extensive pre-built resources for efficient experimentation and learning. Colab also now offers a Data Science Agent automating analysis, from understanding the data to delivering insights in a working Colab notebook (Sequences shortened. Results for illustrative purposes. Data Science Agent may make mistakes.) -
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Hugging Face
Hugging Face
Hugging Face is a leading platform for AI and machine learning, offering a vast hub for models, datasets, and tools for natural language processing (NLP) and beyond. The platform supports a wide range of applications, from text, image, and audio to 3D data analysis. Hugging Face fosters collaboration among researchers, developers, and companies by providing open-source tools like Transformers, Diffusers, and Tokenizers. It enables users to build, share, and access pre-trained models, accelerating AI development for a variety of industries.Starting Price: $9 per month -
6
DataHive AI
DataHive AI
DataHive provides high-quality, fully rights-owned datasets across text, image, video, and audio to power modern AI development. The platform sources, creates, and labels data through a global contributor network, ensuring accuracy, diversity, and commercial readiness. DataHive offers specialized datasets including e-commerce listings, customer reviews, multilingual speech, transcribed audio, global video collections, and original photo libraries. Each dataset is enriched with metadata such as pricing, sentiment, tags, engagement metrics, and contextual information. These resources support a wide range of use cases, from computer vision and ASR training to retail analytics, sentiment modeling, and entertainment AI research. Trusted by startups and Fortune 500 companies, DataHive is built to accelerate high-performance machine learning with reliable, scalable data. -
7
Amazon Mechanical Turk
Amazon
Amazon Mechanical Turk (MTurk) is a crowdsourcing marketplace that makes it easier for individuals and businesses to outsource their processes and jobs to a distributed workforce who can perform these tasks virtually. This could include anything from conducting simple data validation and research to more subjective tasks like survey participation, content moderation, and more. MTurk enables companies to harness the collective intelligence, skills, and insights from a global workforce to streamline business processes, augment data collection and analysis, and accelerate machine learning development. While technology continues to improve, there are still many things that human beings can do much more effectively than computers, such as moderating content, performing data deduplication, or research. Traditionally, tasks like this have been accomplished by hiring a large temporary workforce, which is time consuming, expensive and difficult to scale, or have gone undone. -
8
CodeT5
Salesforce
Code for CodeT5, a new code-aware pre-trained encoder-decoder model. Identifier-aware unified pre-trained encoder-decoder models for code understanding and generation. This is the official PyTorch implementation for the EMNLP 2021 paper from Salesforce Research. CodeT5-large-ntp-py is specially optimized for Python code generation tasks and employed as the foundation model for our CodeRL, yielding new SOTA results on the APPS Python competition-level program synthesis benchmark. This repo provides the code for reproducing the experiments in CodeT5. CodeT5 is a new pre-trained encoder-decoder model for programming languages, which is pre-trained on 8.35M functions in 8 programming languages (Python, Java, JavaScript, PHP, Ruby, Go, C, and C#). In total, it achieves state-of-the-art results on 14 sub-tasks in a code intelligence benchmark - CodeXGLUE. Generate code based on the natural language description. -
9
Qwen-7B
Alibaba
Qwen-7B is the 7B-parameter version of the large language model series, Qwen (abbr. Tongyi Qianwen), proposed by Alibaba Cloud. Qwen-7B is a Transformer-based large language model, which is pretrained on a large volume of data, including web texts, books, codes, etc. Additionally, based on the pretrained Qwen-7B, we release Qwen-7B-Chat, a large-model-based AI assistant, which is trained with alignment techniques. The features of the Qwen-7B series include: Trained with high-quality pretraining data. We have pretrained Qwen-7B on a self-constructed large-scale high-quality dataset of over 2.2 trillion tokens. The dataset includes plain texts and codes, and it covers a wide range of domains, including general domain data and professional domain data. Strong performance. In comparison with the models of the similar model size, we outperform the competitors on a series of benchmark datasets, which evaluates natural language understanding, mathematics, coding, etc. And more.Starting Price: Free -
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thinkdeeply
Think Deeply
Discover from a variety of assets to jump-start your AI project. The AI hub provides a rich collection of artifacts that your project may need - industry AI starter kits, datasets, notebooks, pre-trained models, deployment-ready solutions & pipelines. Get access to the best resources from external parties, or created by your organization. Prepare and manage your data for model training. Collect, organize, tag, or select features, and prepare datasets for training with simple drag and drop UI. Collaborate with multiple team members to tag large datasets. Implement a quality control process to ensure dataset quality. Build models with simple clicks using the model wizards. No data science knowledge required. The system selects the best models for the problem and optimizes their training parameters. Advanced users, however, can fine-tune the models and their hyper-parameters. One-click deployment to production inference enviornments. -
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Olmo 2
Ai2
Olmo 2 is a family of fully open language models developed by the Allen Institute for AI (AI2), designed to provide researchers and developers with transparent access to training data, open-source code, reproducible training recipes, and comprehensive evaluations. These models are trained on up to 5 trillion tokens and are competitive with leading open-weight models like Llama 3.1 on English academic benchmarks. Olmo 2 emphasizes training stability, implementing techniques to prevent loss spikes during long training runs, and utilizes staged training interventions during late pretraining to address capability deficiencies. The models incorporate state-of-the-art post-training methodologies from AI2's Tülu 3, resulting in the creation of Olmo 2-Instruct models. An actionable evaluation framework, the Open Language Modeling Evaluation System (OLMES), was established to guide improvements through development stages, consisting of 20 evaluation benchmarks assessing core capabilities. -
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Planview IdeaPlace
Planview
Planview IdeaPlace is a leading idea management platform that enables users to crowdsource ideas for new products and markets in order to solve critical business challenges and streamline operational processes. Available globally with multi-language support, Planview IdeaPlace offers business crowdsourcing and innovation management within a suite and employs gamification strategies such as virtual currency, rewards, and game mechanics to drive user engagement. Key features include data visualization, crowd science algorithms, machine learning, automated idea graduation or processing, idea trading, and more. Join the 6M+ employees at 500+ enterprise companies that are using Planview IdeaPlace to bring the power of collective intelligence to every business challenge. Engage people around the world in moving your business forward. Planview IdeaPlace makes it easy to surface and develop ideas from employees as well as those outside your company. -
13
Google Crowdsource
Google
Help Google create AI that understands your language and culture. Make your favorite apps and services even more useful and delightful for your community. Crowdsource is a fun, easy way for you to use your own abilities to contribute to the building blocks of Artificial Intelligence (AI). This helps us make the Google products that you love even better for your language, region, and culture. Answers from you and millions of others around the world are used in machine learning-based products, making them work well for the diversity of the global population. Answer simple questions, earn badges, and level up. Connect with contributors around the world and improve Google products for everyone. AI learns skills by studying vast numbers of examples. The more examples it has for your language, region, or culture, the better it gets for you and everybody in your community. You bring your own unique background, experiences, and perspectives to Crowdsource.Starting Price: Free -
14
Cognitive Class
Cognitive Class
Cognitive Class is powered by the technology and content provided by the IBM Developer Skills Network. IBM Developer Skills Network is a recognized source of top-quality courses on topics including artificial intelligence (AI), machine learning, data science, big data, analytics, databases, cloud-native development, blockchain, and a lot more. This platform is being utilized by millions of students and professionals, including employees of most Fortune 500 companies. IBM is now making private instances of the Skills Network available for use by teams, departments, small businesses, large enterprises, academic institutions, and training providers, etc. Leverage our learning platform, top-notch courses, and content. Create custom learning paths tailored for your training needs. Create and add your own courses to meet the unique needs of your users. Utilize our lab environment to deliver hands-on learning. Track your users’ learning progress with dashboards and reports. -
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Train in Data
Train in Data
Train in Data is your go-to online school for mastering machine learning. We offer intermediate and advanced courses in Python programming, data science and machine learning, taught by industry experts with extensive experience in developing, optimizing, and deploying machine learning models in enterprise production environments. We focus on building a solid, intuitive grasp of machine learning concepts, backed by hands-on Python coding to make sure you can actually apply what you learn. Our approach? Simple: learn the theory, understand the why behind it, then get coding. We give you the complete package—theory, coding, and troubleshooting skills—so you can confidently handle real-world projects from start to finish.Starting Price: $15 -
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Gemini Notebook
Google
Gemini Notebook (formerly known as NotebookLM) is an AI-powered research and learning tool that helps users understand information using their own uploaded sources. The platform lets users add notes, documents, reports, and other materials, then ask questions and receive responses grounded in the provided content. Gemini Notebook can turn source material into formats such as Audio Overviews, Mind Maps, Reports, Flashcards, Quizzes, Video Overviews, Data Tables, Infographics, and Slide Decks. Users can also explore public notebooks on topics such as aging research, life advice, Shakespeare, and corporate earnings reports. The product emphasizes privacy, stating that organizational and school data stays private and is not used to train Gemini Notebook. Built for learning, research, productivity, and content understanding, Gemini Notebook helps users move from raw sources to summaries, insights, study materials, and structured outputs faster.Starting Price: Free -
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neoCoder
iamneo.ai
Trusted technology skill development solution that allows organizations to build in-demand skills and brings your new hires up to speed. The most in-demand technology programs, built by the experts who know them best. Our integrated development environment offer advanced features like syntax highlighting, extensive keyboard shortcuts, code complete & lot more. Practice as you learn with interactive courses, your team members can test-drive new skills with hands-on coding challenges and guided feedback. Identify your knowledge gaps and strengths with our skill assessments like quizzes, project-based assessment, hackathon, etc. Practice as you learn with interactive courses, your team members can test-drive new skills with hands-on coding challenges and guided feedback. Our adaptive learning engine ensures that your employees get a customized learning path tailored to their roles. -
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TalentSprint
TalentSprint
We are a global ed-tech company with presence in the US and India. We bring transformational high-end and deep-tech learning programs to emerging and experienced professionals in partnership with top academic institutions and global corporations. Our patent-pending, AI-powered, digital learning platform enables a perfect blend of high-end academics and industry-leading practitioner experience. Our programs have consistently seen a high engagement rate and customer delight. Learn to code like a pro through intense short-term programs. Best suited for graduates and young professionals seeking to launch their career in a hyper-competitive industry. AI and Data Science are the reigning technologies, bringing unparalleled power to business and the economy. Build hands-on expertise in these cutting-edge technologies from top academic research institutions and global corporations. -
19
Amazon SageMaker JumpStart
Amazon
Amazon SageMaker JumpStart is a machine learning (ML) hub that can help you accelerate your ML journey. With SageMaker JumpStart, you can access built-in algorithms with pretrained models from model hubs, pretrained foundation models to help you perform tasks such as article summarization and image generation, and prebuilt solutions to solve common use cases. In addition, you can share ML artifacts, including ML models and notebooks, within your organization to accelerate ML model building and deployment. SageMaker JumpStart provides hundreds of built-in algorithms with pretrained models from model hubs, including TensorFlow Hub, PyTorch Hub, HuggingFace, and MxNet GluonCV. You can also access built-in algorithms using the SageMaker Python SDK. Built-in algorithms cover common ML tasks, such as data classifications (image, text, tabular) and sentiment analysis. -
20
Jovian
Jovian
Start coding instantly with an interactive Jupyter notebook running on the cloud. No installation or setup required. Start with a blank notebook, follow-along with a tutorial or use a starter template. Manage all your projects on Jovian. Just run jovian.commit() to capture snapshots, record versions and generate shareable links for your notebooks. Showcase your best work on your Jovian profile. Feature projects, notebooks, collections, activities and more. Track changes in code, outputs, graphs, tables, logs and more with simple, intutive and visual notebook diffs. Share your work online, or collaborate privately with your team. Let others build upon your experiments & contribute back. Collaborators can discuss and comment on specific parts of your notebooks, with a powerful cell-level commenting inteface. A flexible comparison dashboard lets you sort, filter, archive and do much more to analyze ML experiments & results. -
21
K21 Academy
K21 Academy
At K21 Academy, we help professionals and aspiring tech enthusiasts transform their careers with practical, job-oriented programs in Cloud, AI/ML, Data, and Claude. With over 45,000 learners trained globally and 160,000+ active followers, our expert-led courses combine hands-on labs, real-world projects, and industry-recognized certifications to keep you ahead in today’s competitive tech landscape. We offer 1-year free unlimited retakes, personalized job support including mock interviews, CV reviews, and career coaching. Our programs cover AWS, Azure, Google Cloud, Cloud, AI/ML, and security compliance, ensuring you gain practical skills that employers value. Join our global community, learn at your own pace, collaborate with peers, and become part of the success stories leading projects in AI, Cloud, Data, and Claude.Starting Price: $297 -
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Connexun
connexun
B.I.R.B.AL., our proprietary artificial intelligence engine, has been trained by using a database with over a million articles in different languages, applying state of the art models of Natural Language Processing (NLP). B.I.R.B.AL.’s technology includes machine learning classification, interlanguage clustering, news topics ranking, extraction-based summarization and other features to help filter news for different types of users and for different types of applications. B.I.R.B.AL. uses supervised and unsupervised machine learning algorithms powered by Deep Learning. Go beyond online content monitoring using our artificial intelligence and predict the most relevant topics on the web. Gain strategic insights by collecting and studying extended amounts of data and information. Broaden your financial analysis with rich web data sets. Understand performance trends with a new instrument and apply structured web data to your predictive analytics and risk modeling.Starting Price: $9.99 per month -
23
Qwiklabs
Qwiklabs
Become a cloud expert with hands-on training. We give you temporary credentials to Google Cloud Platform and Amazon Web Services, so you can learn the cloud using the real thing, no simulations. From 30-minute individual labs to multi-day courses, from introductory level to expert, instructor-led or self-paced, with topics like machine learning, security, infrastructure, app dev, and more, we've got you covered. Qwiklabs provides lab learning environments that help developers and IT professionals get hands-on experience working with leading cloud platforms and software. Earn a skill badge by completing quests, create and deploy virtual machines in Compute Engine, run containerized applications on Google Kubernetes Engine, and more. You will get practical experience through labs that dive into Cloud Storage and other key application services like Stackdriver and Cloud Functions. -
24
neptune.ai
neptune.ai
Neptune.ai is a machine learning operations (MLOps) platform designed to streamline the tracking, organizing, and sharing of experiments and model-building processes. It provides a comprehensive environment for data scientists and machine learning engineers to log, visualize, and compare model training runs, datasets, hyperparameters, and metrics in real-time. Neptune.ai integrates easily with popular machine learning libraries, enabling teams to efficiently manage both research and production workflows. With features that support collaboration, versioning, and experiment reproducibility, Neptune.ai enhances productivity and helps ensure that machine learning projects are transparent and well-documented across their lifecycle.Starting Price: $49 per month -
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Mozilla Data Collective
Mozilla
Mozilla Data Collective is a platform built to rebuild the AI-data ecosystem by putting communities at its center. It gives data-creators and stewards the power to share datasets on their own terms, retaining ownership and controlling who accesses their data and under what conditions. Users can upload datasets, choose licenses (such as Creative Commons or bespoke terms), set access rules, require compensation or recognition, and govern datasets as individuals, cooperatives, or trusts. The platform emphasises ethical stewardship, transparency, and community agency, challenging extractive models of data harvesting and enabling more equitable participation. It hosts more than 300 high-quality global datasets created by and for communities, covers a wide range of use-cases (for example, multilingual speech-data collections), and makes developer-friendly tools available (such as a public API) so datasets can be integrated into applications. -
26
Oracle Machine Learning
Oracle
Machine learning uncovers hidden patterns and insights in enterprise data, generating new value for the business. Oracle Machine Learning accelerates the creation and deployment of machine learning models for data scientists using reduced data movement, AutoML technology, and simplified deployment. Increase data scientist and developer productivity and reduce their learning curve with familiar open source-based Apache Zeppelin notebook technology. Notebooks support SQL, PL/SQL, Python, and markdown interpreters for Oracle Autonomous Database so users can work with their language of choice when developing models. A no-code user interface supporting AutoML on Autonomous Database to improve both data scientist productivity and non-expert user access to powerful in-database algorithms for classification and regression. Data scientists gain integrated model deployment from the Oracle Machine Learning AutoML User Interface. -
27
101 Blockchains
101 Blockchains
101 Blockchains is the world’s leading online independent research-based network for Enterprise Blockchain Practitioners. Understand the core concepts of blockchain technology and its ecosystem. Learn how to approach blockchain implementation. Focus on your transformation with up-to-date actionable tools. Top enterprise blockchain experts from our community share their strategic and practical knowledge. The Certified Enterprise Blockchain Course will help you lead your organization and team more effectively as you gain practical knowledge and productive tools to deliver better business strategies. This course is designed to give business leaders, senior managers and industry professionals a solid understanding and insights into blockhain technology, its impact and applications. Learn from the world’s best industry experts and boost your career. Our online Enterprise Blockchain Professional certification program is designed to give you a competitive edge.Starting Price: $29 per month -
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Bloomberg Enterprise Data Catalog
Bloomberg
A meticulously curated suite of over 40,000 data fields, the Bloomberg Enterprise Catalog centralizes diverse enterprise datasets, including reference, regulatory, pricing, ESG, and alternative data, real-time market feeds, funds information, and investment research into a single, API-accessible source with customizable dashboards and integration connectors. Users can perform natural-language and field-level searches, subscribe to specific datasets, and visualize data lineage, usage metrics, and quality scores, while historical coverage spanning decades supports back-testing, trend analysis, regulatory reporting, and model validation. It delivers data via desktop, terminal, or RESTful API, integrates seamlessly with BI tools, cloud storage, and data lakes, and offers granular delivery options from tick-level pricing to aggregated statistics. Rigorous quality controls, standardized identifiers, and enterprise-grade SLAs ensure consistency, accuracy, and uptime. -
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Oracle Data Science
Oracle
A data science platform that improves productivity with unparalleled abilities. Build and evaluate higher-quality machine learning (ML) models. Increase business flexibility by putting enterprise-trusted data to work quickly and support data-driven business objectives with easier deployment of ML models. Using cloud-based platforms to discover new business insights. Building a machine learning model is an iterative process. In this ebook, we break down the process and describe how machine learning models are built. Explore notebooks and build or test machine learning algorithms. Try AutoML and see data science results. Build high-quality models faster and easier. Automated machine learning capabilities rapidly examine the data and recommend the optimal data features and best algorithms. Additionally, automated machine learning tunes the model and explains the model’s results. -
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Aya Expanse
Cohere
Aya Expanse redefines multilingual AI as a research model mastering 101 languages through innovative instruction tuning and cross-lingual transfer techniques. By combining a curated open source dataset with compute-efficient pretraining, it achieves unparalleled performance across low- and high-resource languages while reducing infrastructure costs by up to 30%, setting a new benchmark for scalable, inclusive language modeling.Starting Price: Free -
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DataForSEO
DataForSEO
DataForSEO offers a reliable set of API solutions for digital marketers and SEO professionals. Our platform provides SEO data, marketing automation, and no-code apps for tasks like rank tracking, keyword research, backlinks analysis, SERP evaluation, and on-page audits. Whether you're working on large projects or smaller tasks, DataForSEO’s scalable APIs suit any need. With a Pay-As-You-Go model, you only pay for the data you use, helping reduce costs. DataForSEO sources data from trusted channels like proprietary resources, Google Ads, and Clickstream, providing users with the most accurate and up-to-date data on the market for successful decision-making. Trusted worldwide, DataForSEO helps optimize marketing strategies and drive success.Starting Price: $50 top-up, then pay-as-you-go -
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Snipo
Snipo
Snipo is a notebook for online courses, enabling you to learn and study effectively across the web on any platform to Notion. Take YouTube notes directly to Notion, generate AI flashcards, capture screenshots, and sync learning courses with Notion. Syncing a YouTube playlist or learning course to Notion notes in one click. Speed up or down, pause, and capture without leaving Notion or your keyboard. organize your videos into notebooks with the index for the playlist in Notion, capture screenshots on videos, and elevate your learning. -
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Superb AI
Superb AI
Superb AI provides a new generation machine learning data platform to AI teams so that they can build better AI in less time. The Superb AI Suite is an enterprise SaaS platform built to help ML engineers, product teams, researchers and data annotators create efficient training data workflows, saving time and money. Majority of ML teams spend more than 50% of their time managing training datasets Superb AI can help. On average, our customers have reduced the time it takes to start training models by 80%. Fully managed workforce, powerful labeling tools, training data quality control, pre-trained model predictions, advanced auto-labeling, filter and search your datasets, data source integration, robust developer tools, ML workflow integrations, and much more. Training data management just got easier with Superb AI. Superb AI offers enterprise-level features for every layer in an ML organization. -
34
Data Science Dojo
Data Science Dojo
Learn data science in-person or online with our data science courses. Learn data analysis, big data, and machine learning from experienced instructors. Begin your professional career by learning data science skills with Data Science Dojo, a globally recognized e-learning platform where we teach students how to learn data science, data analytics, machine learning and more. Our programs are available in the most popular formats: in-person, virtual instructor-led, and self-paced training. This means that you can choose the learning style that works best for you! From the very beginning, our focus is on helping students develop a think-business-first mindset so that they can effectively apply their data science skills in a real-world context. Enroll in one of our highly-rated data science programs and learn the practical skills you need to succeed in the field. -
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Prime Intellect
Prime Intellect
Prime Intellect is the open superintelligence stack: an integrated compute, training, inference, and sandbox platform for teams that want to train, deploy, and continuously improve their own models. The stack is built around owning intelligence instead of waiting on frontier models to improve, giving users one loop for reinforcement learning environments, hosted evaluations, large-scale training, inference, and compute. In Lab, teams can post-train self-improving agents by turning tasks into RL environments, creating, developing, evaluating, and pushing them with the Prime CLI. The Environment Hub gives access to and contributions across 2,500+ open-source RL environments, while hosted evaluations let teams benchmark model performance across open-source models with no infrastructure or setup. Hosted Training supports large-scale models optimized for agentic workflows, managed training workflows with full visibility and control, and hands-on support from the applied research team. -
36
Spark Databox
Spark DataBox
SparkDatabox is known to be a pre-eminent platform for software certificate training and career development. Through our mission, we are a pioneer for positive change, improve productivity, increase the workforce, and creating a career opportunity for everyone. Our resources will boost you to develop core skills and improve your sight of success. Use our requisite guidance, training and know-how to amplify your career, so you can get to where you want to be sooner. At SparkDatabox, we believe everyone should have the opportunity to build progress through technology and develop the skills of tomorrow. With evaluations, learning tracks and courses authored by industry experts, our platform helps businesses and individuals’ benchmark expertise over roles, expedite up deliverance cycles and develop a reliable, secure outcome. -
37
Coresignal
Coresignal
Enhance your investment analysis or build data-driven products with Coresignal’s always fresh raw data of millions of professionals and companies from all over the world. Every month we update 291M high-value employee and firmographic records, so that you can always stay ahead of the competition. With up to 40 months' worth of data, our datasets can be used to test models and forecast trends, such as the growth of different industries and market sectors. Use Company data API to access, filter and query our main datasets directly or Real-Time API for on-demand retrieval of specific records straight from the public web. From investment companies to sourcing tools for recruiters, our business data is leveraged for a multitude of use cases. Regularly updated datasets are delivered in ready-to-use formats for your convenience. Boost your data-driven insights with parsed, ready-to-use data delivered in multiple formats. -
38
Conseris
Kuvio Creative
With your Conseris account, you can create as many datasets as you like for the same low monthly price. Clone your datasets with one click, or create different sets of fields for each new dataset. Type your data directly into the web app, or install our mobile app to collect your data without needing an Internet connection. Add unlimited free contributors and give them access to your dataset with a simple code. View your data from any angle. Unlimited filtering, automatic aggregation, and recommended visualizations show you the shape of your data without requiring you to build your own charts. Your work doesn’t stop when you leave the office, and neither should your data. We designed Conseris for the passionate researcher whose ideas don’t always fit between four walls. Whether you’re miles above the earth or away from the nearest village, Conseris won’t stop working until you do.Starting Price: $12 per user per month -
39
Mistral Forge
Mistral AI
Mistral AI’s Forge platform enables enterprises to build customized AI models tailored to their internal data, workflows, and domain expertise. It provides end-to-end model development capabilities, covering everything from pre-training and synthetic data generation to reinforcement learning and evaluation. Organizations can integrate proprietary datasets and decision frameworks to create models that align closely with their business needs. Forge supports flexible deployment options, allowing companies to run models on-premises, in private cloud environments, or through Mistral infrastructure. The platform emphasizes security and governance, ensuring strict data isolation and compliance with enterprise policies. It also includes advanced evaluation tools that measure performance based on business-specific KPIs rather than generic benchmarks. By managing the full AI lifecycle in one system, Forge helps companies transform institutional knowledge into high-performing AI. -
40
Coursera
Coursera
Build skills with courses, certificates, and degrees online from world-class universities and companies. Learn the latest skills like business analytics, graphic design, Python, and more. Get ready for a career in high-demand fields like IT, AI and cloud engineering. Earn a certificate or degree from a leading university in business, computer science, and more. Upskill your organization with on-demand training and development programs. Start streaming on-demand video lectures today from top instructors in subjects like business, computer science, data science, language learning, & more. Choose from many options including free courses and university degrees at a breakthrough price. Learn at your own pace, 100% online. Apply what you learn with self-paced quizzes and hands-on projects. Get feedback from a global community of learners. Demonstrate your new skills by sharing your Course Certificate, Professional Certificate, MasterTrack™ Certificate, or diploma with your network. -
41
Llama 2
Meta
The next generation of our open source large language model. This release includes model weights and starting code for pretrained and fine-tuned Llama language models — ranging from 7B to 70B parameters. Llama 2 pretrained models are trained on 2 trillion tokens, and have double the context length than Llama 1. Its fine-tuned models have been trained on over 1 million human annotations. Llama 2 outperforms other open source language models on many external benchmarks, including reasoning, coding, proficiency, and knowledge tests. Llama 2 was pretrained on publicly available online data sources. The fine-tuned model, Llama-2-chat, leverages publicly available instruction datasets and over 1 million human annotations. We have a broad range of supporters around the world who believe in our open approach to today’s AI — companies that have given early feedback and are excited to build with Llama 2.Starting Price: Free -
42
Educative
Educative
Hands-on learning allows your developers to be on-top of the latest technologies and be the best that they can be. Developer success is our key mission. Helping technical talent be the best versions they can be is at our core. This is why our developer founders created a hands-on platform with no setup. Our courses are based on the latest and greatest technologies with new courses added every week. Hands-on training matches most developers’ learning style and offers greater control over pace, timing, and content. A great compliment to video-based services. Quickly scan your team’s progress. Administer progress, assessments and certificates to measure your team’s engagement. Enterprise clients have access to our professional services team for building & integrating your courses. Accelerate your up skilling and onboarding capabilities.Starting Price: $199 per learner per year -
43
Qwen2.5-Max
Alibaba
Qwen2.5-Max is a large-scale Mixture-of-Experts (MoE) model developed by the Qwen team, pretrained on over 20 trillion tokens and further refined through Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF). In evaluations, it outperforms models like DeepSeek V3 in benchmarks such as Arena-Hard, LiveBench, LiveCodeBench, and GPQA-Diamond, while also demonstrating competitive results in other assessments, including MMLU-Pro. Qwen2.5-Max is accessible via API through Alibaba Cloud and can be explored interactively on Qwen Chat.Starting Price: Free -
44
EDUCBA
EDUCBA
An initiative by IIT IIM Graduates, EDUCBA (Corporate Bridge Consultancy Pvt Ltd) is a leading global provider of skill based education addressing the needs of 1,000,000+ members across 70+ Countries. Our unique step-by-step, online learning model along with amazing 5000+ courses and 500+ Learning Paths prepared by top-notch professionals from the Industry help participants achieve their goals successfully. All our training programs are Job oriented skill based programs demanded by the Industry. At eduCBA, it is a matter of pride for us to make job oriented hands-on courses available to anyone, any time and anywhere. Therefore we ensure that you can enroll 24 hours a day, seven days a week, 365 days a year. Learn at a time and place, and pace that is of your choice. Plan your study to suit your convenience and schedule. We teach you real world skills on everything from Investment Banking to Programming to Project Management to Design, and much, much more. -
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Twine
Twine
Twine's global network of freelancers enables an unparalleled scale to simply outsource and helps companies build a more diverse and inclusive workforce. Our freelancers scale your creative output for all marketing channels such as graphic design, animation, video, copywriting and more. Scale your dev team with vetted freelancers with specialist skills and also improve team diversity to create better end results. Use our massive global network of freelancers to build voice, image and video training datasets that create better results for your ML. When posting your project, indicate your preference for diversity, and we will assist you in diversifying your team with our diverse global talent. Companies are increasingly requiring teams of contractors rather than just one freelancer. A solution that can scale from two freelancers to hundreds of freelancers is critical for growth.Starting Price: $139.99 per project -
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fastText
fastText
fastText is an open source, free, and lightweight library developed by Facebook's AI Research (FAIR) lab for efficient learning of word representations and text classification. It supports both unsupervised learning of word vectors and supervised learning for text classification tasks. A key feature of fastText is its ability to capture subword information by representing words as bags of character n-grams, which enhances the handling of morphologically rich languages and out-of-vocabulary words. The library is optimized for performance and capable of training on large datasets quickly, and the resulting models can be reduced in size for deployment on mobile devices. Pre-trained word vectors are available for 157 languages, trained on Common Crawl and Wikipedia data, and can be downloaded for immediate use. fastText also offers aligned word vectors for 44 languages, facilitating cross-lingual natural language processing tasks.Starting Price: Free -
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Spark NLP
John Snow Labs
Experience the power of large language models like never before, unleashing the full potential of Natural Language Processing (NLP) with Spark NLP, the open source library that delivers scalable LLMs. The full code base is open under the Apache 2.0 license, including pre-trained models and pipelines. The only NLP library built natively on Apache Spark. The most widely used NLP library in the enterprise. Spark ML provides a set of machine learning applications that can be built using two main components, estimators and transformers. The estimators have a method that secures and trains a piece of data to such an application. The transformer is generally the result of a fitting process and applies changes to the target dataset. These components have been embedded to be applicable to Spark NLP. Pipelines are a mechanism for combining multiple estimators and transformers in a single workflow. They allow multiple chained transformations along a machine-learning task.Starting Price: Free -
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Tune Studio
NimbleBox
Tune Studio is an intuitive and versatile platform designed to streamline the fine-tuning of AI models with minimal effort. It empowers users to customize pre-trained machine learning models to suit their specific needs without requiring extensive technical expertise. With its user-friendly interface, Tune Studio simplifies the process of uploading datasets, configuring parameters, and deploying fine-tuned models efficiently. Whether you're working on NLP, computer vision, or other AI applications, Tune Studio offers robust tools to optimize performance, reduce training time, and accelerate AI development, making it ideal for both beginners and advanced users in the AI space.Starting Price: $10/user/month -
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eTech Prowess
eTech Prowess
We are a team of young professionals with expertise and experience in system engineering on embedded systems, IOT, AI, machine learning and Windows device drivers. Our training methodology is unique because it is comprehensive, close match to project specific and job specific rather than generic. Our Motto is to create talent pool in core technologies to bridge the gap between corporate and Job seekers. We enable trainees to work on real time projects and expose them to domain specific knowledge. Companies can certainly look in to and hire from these talent pools whenever there is a requirement. We adopt 3D's as our principle ie. Drive, develop & deploy. At eTech Prowess, we drive you to learn Technology, develop the ability to Perform and be deployed on the right platform. Our courses include classroom training and work on real time projects. eTech Prowess have a team of enthusiastic young professionals with relevant domain experience and passion towards technology. -
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StackFuel
StackFuel
StackFuel is a state-certified training partner that offers online courses for data analytics, data science and coding. StackFuel uses its expertise and experience from working with Germany's most successful companies to develop uniquely practice-oriented training courses. Participants learn hands-on and are supervised by expert mentors and career coaches to successfully transition into a career in data or continue their professional development with new skills. Fully online and full- or part-time.Starting Price: €284.41
