Top Machine Learning Software List (May 2024)

Google Cloud AutoML is a custom machine learning platform that enables developers to train high-quality machine learning models with minimum effort. The platform helps developers with limited machine learning experience to gain access to a variety of tools and create high-quality models specific to their ever-changing business needs. It works as a unified portal where users get to deploy and scale more AI models on the go. It also allows creators to prepare a database of their own and use it to store information. Developers can use the platform to create machine learning models that can detect objects in images and tell customers what they are and how many. Other essential functionalities available within the software are seamless ML model deployment facility at the edge, streaming video analysis, REST API integration, large dataset support, custom sentiment analysis, shot change detection, compatibility with 50+ language and custom models translation functionality.

Neptune.ml is a smart collaboration platform that assists uses in managing their workflow. It is a perfect solution for freelancers and companies of all sizes that are involved in the collaboration business. It enables the users to work in collaboration with your team and teammates for mutual growth and learning. With Neptune.ml, users get smart tools that can be used for measuring the progress of various processes using data versions, metrics, model files, hyper parameters, source code, and images. You can work in collaboration with your team, have resourceful discussions, and discover knowledgeable insights- all in a single place. You can manage all of your model building metadata with Neptune.ml. Users can store, log, organize, display, query, and compare all of your MLOps metadata with Neptune.ml. Users can also experiment with tracking and their model registry for research purposes with their products using this software. They offer a free trial to assist you in making the right choice before buying the premium version. You also get a variety of premium plan options to choose from with Neptune.ml.

Gradio is a powerful platform that enables users to quickly and easily demo their machine-learning models with a user-friendly web interface accessible from anywhere. The platform's advanced features enable users to create custom demos that showcase the capabilities of their models, making it easier for businesses to collaborate and communicate effectively. Gradio is designed to be user-friendly, even for those without extensive technical expertise, making it accessible to a broad range of users. With Gradio, businesses can easily share their models with clients, stakeholders, or anyone else, enabling them to gain valuable insights into the model's capabilities and potential use cases. The platform's speed and reliability make it an essential tool for businesses seeking to showcase their machine-learning models quickly and efficiently. In summary, Gradio is a highly effective platform for businesses seeking to demo their machine learning models, providing them with a user-friendly interface that anyone can use, anywhere.

UserSurge is an analytics tool that enables users to see how their website visitors are engaging with their websites. With just a single line of code, the tool can record engagement sessions in videos that can be accessed on the platform of users. They can also view heat maps of where the visitors are looking and track the scrolling sessions and limits of users. Armed with advanced analytics, website owners and digital marketers can also understand how many visitors actually read through their pages and how many of them leave right away. With location-specific data, users can also know where their website traffic is coming from and the languages that their visitors are most likely to require support in. By tracking every moment of their interaction, users increase their conversions. Every data captured by the tool is securely saved in the cloud, while also providing a seamless interface for visitors to playback recorded sessions.

Aginity is an integrated analytics and data management platform. It provides a powerful set of tools to access as well as integrate data from an external file or relational database. The easy to understand SQL interface facilitates the easy and quick building of custom analytics. Past work can be easily accessed through its catalog feature and assets can be shared with the entire team of data analysts, data engineers, data scientists, and business users. Data and math can be co-located easily, which enables data engineers and data scientists to create and manage analytics to be consistently reused in the enterprise. When reusing SQL, there’s no need to recode it. Users can track analytic provenance, record how analytics are built or changed, speed up the development process and even enable analytic probability across applications and users with APIs. Core feature is that users can easily integrate and analyze data from their favorite databases including Snowflake, Amazon Azure, Amazon RDS, Apache Spark, and so on.

Neuton AutoML is an advanced machine learning platform that enables you to explore data insights and generate predictions with automated machine learning without coding. It allows you to perform segmentation, do predictive analytics, explore business insights, do rankings, reveal correlations, solve binomials, regression, and time series, all in a single platform. With Neuton, you can use integers, text, floats, category variables, and time series in your calculations. It offers a model interpreter tool that lets you see the logic, direction, and impacts of changes in individual variables in the model on a visual level. It offers an exploratory data analysis tool that automates graphical data analysis and emphasizes the most relevant statistics in the context of a single variable, overall data, interconnections, and in relation to the goal variable. Users get a relevance indicator tool that calculates the statistical disparities between the data submitted for predictions and the data used for model training. Users also get model quality diagrams that streamlines the process of assessing the model's quality while also allowing users to evaluate the model in a single graphical view.

LiftIgniter helps companies benefit from real-time machine learning-based recommendations using first-party data in their digital properties (web, mobile, email, push, etc), in sections like “Recommended for you” or “You might like.” Through the LiftIgniter console, turn on catalog scraping to collect product metadata and browsing history. Start viewing the performance as well as inventory and audience insights in dashboards. Viewing real-time metric performance like CTR, viewable CTR and conversion metrics.

Scaleable inference hosting for machine learning models on serverless GPUs. Banana provides inference hosting for ML models in three easy steps and a single line of code. Deploy models to production faster and cheaper with our serverless GPUs than developing the infrastructure yourself. Pushing to the main branch deploys product to erverless GPUs. They handle all the build and deployment for user. Banana can scale GPUs from zero when calls come in. Only pay for GPU resources need (utilization time) rather than expensive "always on" GPU resources.

UnionML is the perfect tool for professional developers to create complex machine learning applications in a streamlined and efficient manner. With a single unified interface built on top of Flyte™, users have access to a full suite of ML tools with no friction. As an open source Python platform, UnionML makes it easier than ever for developers to design sophisticated algorithms and models without needing extensive knowledge of all the tools that go into ML development. The intuitive UI adapts to users’ preferences, providing helpful guidance and support throughout development cycles. With UnionML, machine learning has never been so accessible! UnionML's professional, informative tone reflects the immense power and sophistication behind the framework. When you choose UnionML, you're not just choosing a tool – you're embracing an entire ecosystem built to empower professionals like you and elevate the field of machine learning. So, join the movement and experience the magic of UnionML for yourself. Unlock the potential of machine learning without the burden of complexity. Embrace simplicity and efficiency with UnionML, because creating ML apps should be nothing short of extraordinary.

Machine learning has produced business and research breakthroughs ranging from network security to medical diagnoses. We built the Tensor Processing Unit (TPU) in order to make it possible for anyone to achieve similar breakthroughs. Cloud TPU is the custom-designed machine learning ASIC that powers Google products like Translate, Photos, Search, Assistant, and Gmail. Here’s how you can put the TPU and machine learning to work accelerating your company’s success, especially at scale.