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Comparison between Deep Learning & Machine Learning

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All of a sudden every one is talking about them – irrespective of whether they understand the differences or not! Whether you have been actively following data science or not – you would have heard these terms. If you have often wondered to yourself what is the difference between machine learning and deep learning, read on to find out a detailed comparison in simple layman language. I have explained each of these term in detail. Then I have gone ahead to compare both of them and explained where we can use them.


Deep Q Learning with Keras and Gym – IIoT & Machine Learning

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This blog post will demonstrate how deep reinforcement learning (deep q learning) can be implemented and applied to play a CartPole game using Keras and Gym, in only 78 lines of code! I'll explain everything without requiring any prerequisite knowledge about reinforcement learning.


Comparison between Deep Learning & Machine Learning

#artificialintelligence

All of a sudden every one is talking about them – irrespective of whether they understand the differences or not! Whether you have been actively following data science or not – you would have heard these terms. If you have often wondered to yourself what is the difference between machine learning and deep learning, read on to find out a detailed comparison in simple layman language. I have explained each of these term in detail. Then I have gone ahead to compare both of them and explained where we can use them. Let us start with the basics – What is Machine Learning and What is Deep Learning.


Top 5 Books on AI and ML to Grab Today

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It has been popularly noted that artificial intelligence would be like the ultimate version of Google. With recent advancements in research and technology, Artificial Intelligence (AI) and Machine Learning (ML) are slowly becoming a part of our routine. The pace at which technology is growing is unfathomable. As these smart technologies engulf our life, staying updated with them is the need of the day. So, here's Packt's selection of finest books in artificial intelligence and machine learning that will help you have an edge in these fields: Reinforcement Learning is the trending and one of the most promising branches of artificial intelligence.


Best and No.1 Introduction to Reinforcement Learning! - WriteX.today

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Let's see some simple example which helps you to illustrate the reinforcement learning mechanism. Consider the scenario of teaching new tricks to your cat. There are three approaches to implement a Reinforcement Learning algorithm. In a value-based Reinforcement Learning method, you should try to maximize a value function V(s). In this method, the agent is expecting a long-term return of the current states under policy π.