Every business wants to work smarter, and to do that you need to tap into your
company's greatest resource, your data. But extracting the full value out of
your data isn't always an easy process. First. you end up juggling an incredibly
large and complex collection of tools that are used for finding and cleaning
data, analyzing and generating visualizations of that data, and using
the data to build and deploy machine learning models. And to make matters
worse these tools are often a time drain to individually manage, and can be
difficult to integrate into your system, which can really slow down the workflow.
But not anymore. Using Watson Studio you can simplify
your data projects with a streamlined process, that allows you to extract value
and insights from your data to help your business get smarter, faster. It delivers
an easy-to-use collaborative data science and machine learning environment
for building and training models, preparing and analyzing data, and sharing
insights, all in one place. Watson Studios easy to create
visualizations and drag-and-drop code put the power of database
decision-making into the hands of any member of your organization with no need
for IT assistance. And if you need access to open source tools, the environment
offers some of the most popular and powerful ones available. Watson Studio
single environment also creates a workflow that's incredibly efficient so
data scientists can share assets and work to solve problems within the system
rather than starting from scratch every time a new issue arises. And developers
can use that efficiency to quickly dive into building machine learning and deep
learning algorithms. In fact, in the area of deep learning,
Watson Studio supports some of the most popular frameworks and can deploy that
deep learning on to the latest GPUs to help accelerate modeling by making it
easier to use. The environments built-in neural network modeler also helps you
build models with a simplified graphical interface even if you don't have the
dedicated resources to build a model from scratch, Watson's Studio can help
you get started with modeling templates for areas such as visual recognition,
language classification, and other tools from IBM Watson services.
Because Watson Studio is seamlessly integrated with the IBM Watson Knowledge
Catalog, an intelligent asset discovery tool, you can transform data and models
into trusted enterprise resources and collaborate with confidence, without
compromising compliance, security or access control. Watson Studio provides
many benefits for organizations helping to infuse AI into the business and drive
innovation. You can train Watson Studio with embedded AI services including
watson visual recognition. You can customize your models and deploy them as
APIs or Core ML by using open source tools like Jupyter, Notebook, Anaconda
and RStudio. Watson Studio supports most popular code libraries as well as
no code visual modeling with neural network modeler for designing neural
architectures using the most popular deep learning frameworks. In Watson
Studio you can interactively discover, cleanse, and transform your data using
data refinery. It helps you understand the quality and distribution of your
data with built-in charts and statistics, and provides visualized results through
interactive dashboards. Watson Studio includes an intuitive drag-and-drop
interface that enables a non programmer to speed up the bottle building process
by visually selecting, configuring, designing and auto coding neural
networks. From development and training to production and evaluation, Watson
Studio tracks your models over time to ensure you have the best performance for
any given task using the best solutions across the entire lifecycle of your
machine learning models.