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Amal Nair
56 Articles0 Comments

Amal is a Computer Science Engineer who is passionate about artificial intelligence and machine learning. He is someone who loves to stay updated with the trending IT technologies.

From Magnetic Tape To DNA, Data Storage Has Seen Many Forms

The world is connected by data — from the characters you see in an article, to the movies you stream online. And we all hate it when our device says that there is isn’t enough space on disk. Now wonder,…

Do Reinforcement Learning Algorithms Need New Simulators To Solve Real-World Problems?

The current benchmarks used for reinforcement learning tasks are in many ways underperforming in absorbing real-world data. The testing of reinforcement learning algorithms in low complexity simulation environments ends up with algorithms that are very specific. The families of benchmark…

Learn Image Classification Using CNN In Keras With Code

Have you ever wondered how Facebook labels people in a group photo? Well if you have, then here is the answer. Behind the attractive and cool looking user interface that you see, there is a complex algorithm that recognises the…

Dating Game Explained With Probabilistic Graphical Models And Neural Networks

Neural Networks are a network of nodes which can process data and extract valuable insights, inspired from biological neurons within the brain. They were introduced with the sole purpose of recreating or achieving the capabilities of a human brain. A…

Facebook’s Reinforcement Learning Platform ‘Horizon’ Is Shaping The Future Of Intelligent Interaction

Reinforcement Learning is a reward-based learning algorithm in which an agent or a system interacts with its environment, looks for a reward and adapts to the change in state of the environment. The easiest and most common example to relate…

Understanding Time Series Analysis: A Deep Dive

This is the age of machines and it is data that is the living soul for these machines. No machine can understand any human language, they only understand numbers and operations, numbers that have gone through complex computations. Before understanding…

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