Machine learning has swept enterprise technology, using mass amounts of data and algorithms to make predictions. Between improving the retail shopping experience, security functionality, cloud operations, and more, machine learning has infiltrated almost every industry.
"Machine learning expands boundaries of the possible, such as detecting fraud, predicting claims, and diagnosing cancer into the cutting-edge of automation and enterprise computing," stated Analytics Insight magazine.
SEE: Artificial intelligence: Trends, obstacles, and potential wins (Tech Pro Research)
In their July 2018 issue, Analytics Insight outlined the 10 most innovative companies in machine learning. Here are the firms that made the list.
Algolux uses machine learning to conduct autonomous vision and improve imaging and computer vision systems.
AntWorks uses automation, digitization, and enterprise intelligence to gain insight into data. The company offers tools such as robotic process automation (RPA), many of which are powered by Fractal Science, the company claims.
Dotphoton is an image compression solution that uses a new file format with impressive storage space and the ability to transmit high-quality photo and video.
4. Dynamic Yield
Dynamic Yield uses machine learning to help marketers increase revenue through personalization, automatic optimization, recommendations, and messaging.
5. HEALTH[at]SCALE Technologies
HEALTH[at]SCALE Technologies uses machine learning to improve healthcare costs, satisfaction, and outcomes. They can pair patients with the best treatment and provider for their cases.
6. Scaled Inference
Scaled Inference uses its autonomous optimization platform to promote business growth through personalized experiences.
Smadex is a mobile-first solution powered by machine learning for branding and performance marketers.
SoundHound develops voice-recognition, natural language understanding, and sound-recognition through machine learning.
Statice develops privacy technologies that let companies open their data to outside parties, collaborate with external sources, and build new business cases.
Zimperium provides mobile device security. Their machine learning implementation protects mobile data from being compromised, companies from suffering network attacks, and professionals from falling victim to malicious apps or phishing attempts.
- Deep learning: An insider's guide (free PDF) (TechRepublic)
- Moving fast without breaking data: Governance for managing risk in machine learning and beyond (ZDNet)
- Google Cloud Machine Learning Engine: The smart person's guide (TechRepublic)
- AI in business: Making machine learning work for customers (ZDNet)
- Breaking the tech giants' stranglehold on AI: Why machine learning needs to be decentralized (TechRepublic)
Macy Bayern has nothing to disclose. She does not hold investments in the technology companies she covers.
Macy Bayern is an Associate Staff Writer for TechRepublic. A recent graduate from the University of Texas at Austin's Liberal Arts Honors Program, Macy covers tech news and trends.