Over the period of past few years the most asked question by far has been this, Which is the best book to study machine learning. And at this moment there are more books about Machine Learning than you may ever want to read. Choosing a right book is one of the most important parts when …
Some of might have already heard about the Graph Databases, many of you might not have heard about it. But I am sure most of you reading this blog don’t have any idea about what a Graph Database is. And this is what we will be discussing in this blog post, An introduction to Graph …
One question that frequently comes in the mind of people getting started in the field of Machine Learning is “What matters more- data or the choice of algorithm?”. More specifically what is the effect of having more training data on different algorithms?, how does the accuracy of various algorithms change when provided with more data. …
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Often I have been asked questions about the importance of Feature Engineering in Machine Learning so I decided to write a post about it. Every beginner in the field of Machine Learning has questions about feature engineering and its importance. Questions like “I mean wouldn’t it work better if I put all the data in …
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Sigmoid function also known as logistic function is one of the activation functions used in the neural network. An activation function is the one which decides the output of the neuron in a neural network based on the input. The activation function is applied to the weighted sum of all the inputs and the bias …
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Rectified Linear Unit, otherwise known as ReLU is an activation function used in neural networks. An activation function is the one which decides the output of the neuron in a neural network based on the input. The activation function is applied to the weighted sum of all the inputs and the bias term. It is …
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In the past few years deep learning has been a subject of huge media hype. We are regularly promised a future of autonomous cars, chatbots, robots, virtual assistants and what not? A future in which we, humans will have little or no roles, and all our jobs will be transferred to robots and intelligent systems. …
Machine Learning and Artificial Intelligence are on the check list of every aspiring software developer. But a question that everyone has one their mind is, “What programming language should I use for learning Artificial Intelligence and Machine Learning”. In this post we will discuss about the top 5 languages you can use for learning Artificial …
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