Training Data – There is a famous punch line about Data. “Data is not good enough if it’s not a quality data”. If your data model is not working or performing as expected blame your data and data source. Instead of struggling to find an opportunity for performance […]
The post Machine Learning – It all Boils Down to the Training Data appeared first on Vinod Sharma’s Blog.
“Artificial neural networks (ANNs) are biologically inspired computing code with number of simple, highly interconnected processing elements for simulating human brain workings to process information model”.
The post Deep Learning – Introduction to Recurrent Neural Networks appeared first on Vinod Sharma’s Blog.
Deep Learning terminology can be quite overwhelming to newcomers.. This blog post covers important aspect of deep learning which can be defined as set of techniques that uses neural networks to simulate human decision-making skills. #AILabPage
The post Deep Learning – Mandate for Humans, Not Just Machines appeared first on Vinod Sharma’s Blog.
The Appeal of AI for Cyber Security has extremely good reasons like automation of operational tasks, develop & delivering predictive capabilities, mitigating human biases behaviour and derive actionable intelligence. On the down side AI requires high volumes of high quality data to learn.
The post Artificial Intelligence is the Future for CyberSecurity appeared first on Vinod Sharma’s Blog.
Somebody mentioned it to me some time back and I laughed then. The day you decided to come online you actually accepted “No to privacy”. Now its even worse as we can even use radio signals to see through walls so no need to be online. Signals now can be used to monitor a person’s precise movements through a solid wall. What else and how far we will go cant answer now. But all these development for sure has its pros and cons sides.
The post Harnessing Technology To Kill User Privacy appeared first on Vinod Sharma’s Blog.
Deep learning is a learning scheme that approaches the learning problem by learning the underlying representations; too much of learning. I thats why its also called as representation learning.
The post Demystifying Deep Learning – Back to Basics appeared first on Vinod Sharma’s Blog.
A technique for implementing machine learning. At the same time I also claim It is absolutely wrong to call Deep Learning as Machine Learning (in my personal opinion). The techniques is to achieve a goal not necessarily come out of same goal. #AILabPage
The post Uncovering Anxious Deep Learning for Ease appeared first on Vinod Sharma’s Blog.
Does GDPR require Machine Learning algorithms to explain their output? may be yes may be no or in short Probably not, but there is enough ambiguity to be clarified and keep DataScientists, Lawyers, industry influencers busy.
The post Why GDPR will Make Machine Learning not so legal appeared first on Vinod Sharma’s Blog.
Machine Learning is hottest subject of today’s time, DataScientist is the sexiest job of today but implementing these buzz words in real life business is most important need. The Brief Machine Learning is the hottest subject of today’s time, DataScientist is the sexiest job of today but […]
The post Astonishing Hierarchy of Machine Learning Needs appeared first on Vinod Sharma’s Blog.
Reinforcement learning can be understood by using the concepts of agents, environments, states, actions and rewards. This is an area of machine learning; where there’s no answer key, but RL agent still has to decide how to act to perform its task. The agent is inspired by behaviourist psychology who decide how and what actions will taken in an environment to maximize some notion of cumulative reward.
The post Reinforcement Learning – Reward for Learning appeared first on Vinod Sharma’s Blog.
