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deep learning
DEEP LEARNING

Integrate multiple layers of intelligence with Deep Learning

Infuse cognitive, human-like capabilities and intelligence into enterprise business functions and systems.

Cognizant helps companies tackle the most complex data analytics challenges.

Deep Learning is the fastest growing field in AI and it’s disrupting every industry. With advanced model-building techniques based on neural networks, it is solving the most challenging cases. This has created a lot of excitement and attracted a lot of attention in recent years.

Identify Complex Data Relationships

Our deep learning capabilities are discovering complex features and relationships in high-dimensional data and informing both decision systems and design structures.These models are composed of multiple processing layers designed to learn about the feature abstraction in the data. And, the paradigms have helped accomplish complicated tasks, achieving major breakthroughs in a number of domains.

Our Approach

Fueled by the availability of staggering amounts of data and the dramatic drop in AI computing power requirements, this advanced technology is informing:

IMAGES

IMAGES

VIDEO

VIDEO

sounds

SOUNDS

voice

VOICE

Text

TEXT

unstructured-data

UNSTRUCTURED DATA

  • Which platform providers we partner with to help our clients understand and properly interpret images, video, sounds, voice, text and all forms of unstructured data to get actionable insights.
  • What we recommend in terms of optimal architecture to meets our clients’ security, latency and cost needs.
Leaf

LEAF

Through our differentiated Evolutionary AI™ technology, we optimize architectures automatically, customizing them to client problems, significantly improving performance over hand-designed deep learning implementations.

Our patented Evolutionary AI platform, LEAF, generates and enhances any neural network, making deep learning applications more powerful and broadly applicable to all the business requirements.

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Not All Data Is AI Ready: Avoid These 5 Bottlenecks to Aid Deep Learning

AI systems built using deep learning are only as smart as the data that trains the models within. To ensure optimal intelligence, here’s how to set a firmer foundation for data quality.

Additional Resources

DIGITAL SYSTEMS & TECHNOLOGY

Applying Deep Learning to Transform Breast Cancer Diagnosis