Machine Learning Turning Heads

By Showcasing its Operational Capabilities in Industrial Sector

Machine Learning – the buzzword of this Internet-age. Machine learning in industry handles tasks by making core technologies align well with complex problems. The algorithms devised are specifically programmed to learn continually and seek optimized outcomes.

Artificial Intelligence, Machine Learning and Deep Learning – An Introduction

The relationship among Artificial Intelligence, Machine Learning, and Deep Learning can be best described as a set of circles sharing the same base with AI being the biggest followed by Machine Learning and then Deep Learning.
DEEP LEARNING

Artificial Intelligence – Intelligence Demonstrated by Machines

AI has been around for a while now and we all are quite familiar with it thanks to the movies such as The Matrix, The Terminator, and Ex Machina. Over the past few year, AI has exploded especially because of the increase in data volumes, advanced algorithms, and improvements in computing power and storage.
AI is basically anything which enables a computer to behave like humans. Artificial Intelligence makes it possible for machines to learn, adjust to new inputs and perform human-like tasks. AI can use the large volume of data and use it to provide accurate and effective results.
Nowadays, AI can perform the complicated task such as playing games and driving cars better than humans. The best example of this is the  AlphaGo, which beat one of the best professional Go player or the OpenAI (bot) which beat a human in a 1v1 multiplayer match of DOTA 2.

Machine Learning – Self Learning Capabilities

Machine Learning can be defined as the field of computer science which gives computers the ability to learn without being explicitly programmed. Machine Learning is a practice of using algorithms to parse large data, learn from it, and determine and predict the outcome. This means that the machines can find rules for optimal outcome and at the same time can adapt to the changes. Rather than spoon-feeding the machine with a set of specific instructions on how to complete a given task, the machine is provided with data and algorithms that provide the ability to learn.
There are basically 3 types of Machine Learning Algorithm:
  • Supervised Learning

  • Unsupervised Learning

  • Reinforcement Learning

ML

Deep Learning – Technique to Implement Machine Learning

Deep Learning is a subset of Machine Learning which uses complex neural networks. Deep Learning is about making the computer learn from the experience and understand the world in terms of a hierarchy of concepts. Deep Learning uses multiple layers for feature extraction and transformation. And each successive layer uses the output from the previous layer as input. The hierarchy concept allows the computer to break down complex and complicated concepts into simpler ones.

Make Machine Learning build value for your business.

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