IBM Provides Cloud-Based Machine Learning Platform
IBM Machine Learning leverages parts of the Watson supercomputer to be used with the IBM z System Mainframe. The tech giant's initiative aims to train and deploy analytics models in the private cloud.
IBM Cloud-Based Machine Learning
According to Tech Republic, IBM plans to bring soon some of the core machine learning technology from IBM Watson to the private cloud and mainframes, as the company announced on Wednesday, Feb. 15. The tech giant has called its new cognitive platform IBM Machine Learning. The upcoming machine learning platform will be launched first on the z System mainframe.
IBM described IBM Machine Learning in a press release as a platform that will facilitate creating, training and deploying high volume of analytic models in the private cloud. The new service could help enterprise data scientists achieve valuable insights more quickly. IBM Machine Learning is leveraging core Watson technologies in order to accelerate the adoption of machine learning, according to the statement of Rob Thomas, general manager for IBM Analytics, published in the press release.
IBM Machine Learning's Features
Every day, the z System mainframe handles billions of transactions from organizations in insurance, banking, retail, government, and more, as IBM pointed out in the release. For instance, the release said that healthcare could use machine learning service to better tailor offerings to patients and retail could use it to examine the day's trends in real-time. According to the release, IBM Machine Learning can help create and train operational analytic models by using any popular machine learning framework, any language and any transactional data type.
According to InfoWorld, IBM Machine Learning for z/OS is a collection of popular frameworks, rather than a single machine learning framework. Languages such as TensorFlow, Apache SparkML and H2O are packaged with bindings to common languages used in the trade, like Scala, Java and Python. IBM is pushing the new machine learning service as a pipeline for using tools for each step of the process of building, running and managing machine learning models.
This kind of convenience was really needed. Even as the number of frameworks for machine learning is growing, in order to create end-to-end production pipelines for training and working with models developers still have to perform a lot of heavy labor. In time, the IBM Machine learning for z/OS could serve as a platform for a complete solution covering every phase of machine learning.
The new cloud-based machine learning platform will also make use of IBM Research's Cognitive Automation for Data Scientists to help data scientists select the best algorithm for their work. According to the release, IBM Machine Learning for z/OS could lead to more valuable insights into the huge amount of data processed by the IBM z Systems mainframe, reaching around 2.5 billion transactions daily. The risk and latency are considerable reduced, as the data remains on the system.
The new service will only be available on z/OS for now, but eventually will extend to IBM POWER systems in the near future. IBM also launched the Watson Discovery Service in late 2016, to make big data analytics easily accessible to companies that have limited access to data science resources. IBM is positioning itself with the launch of IBM Machine Learning as an enterprise provider than can fill in a company's big data gaps and machine learning, helping them to remain competitive without dedicated in-house talent.
Tech Experts Predict Artificial Intuition Will Be The New Trend In Artificial Intelligence
The new trend in artificial intelligence is artificial intuition, according to experts.
IBM's Watson Supercomputer Will Use Blockchain Tech To Secure Patient Data
IBM's Watson supercomputer will be used by FDA to secure patient data exchange.
What Life Changing Innovations Are Predicted By IBM For The Near Future?
IBM predicts for the near future the arriving of five life-changing innovations.
IBM Put Customers At Risk With Malware-Infested Flash Drives, Here’s What To Do
IBM has admitted to inadvertently shipping out USB flash drives infected with Trojan malware.
IBM Sets New Quantum Computing Project
IBM starts a new quantum computing program called IBM Q that promises more than 50 qubits.
MORE IN ITECHPOST
Welcome To InsurTech: The Next Generation of Insurers
With how quickly technology has advanced in the past couple of decades, it's no wonder that it is changing many industries as we know it. Insurtech is sure to give insurance companies a new look and a modern business model to go by.
How Do Personal Emergency Response Systems Work?
Personal emergency response systems, known as PERS for short, are systems that help people to raise the alarm and get immediate help when a medical or personal emergency occurs. They are ideal for older people and anyone with a mobility issue or an injury or illness that can cause falls.
Game Developers’ Different Roles in the Studio
Learn about the different professionals involved in developing video games. Becoming a game developer is one of the coolest jobs around and your 14-year-old self, perched on the edge of your bed as you play PlayStation, will thank you for making such an awesome career move.
Surviving Your First Year of College
You Did It! You’re Off to College! Congratulations! You have finished high school and are off to college. The sense of accomplishment is overwhelming, and you have not even graduated yet! However, beware of the pitfalls. The allure of going to college is often associated with one word—freedom. You are leaving home to be on your own. You can have all the friends you want, stay up as late as you want, and perhaps spend as much money as you want. If you keep your head, you can avoid the problems associated with college life.