Category Archives: machine learning

Cool Breeze of Scala for Easy Computation: Introduction to Breeze Library


Mathematics is a core part of machine learning and to dive deep into machine learning one should possess basic knowledge of mathematics concepts but when you start developing algorithms, mathematics can be a real pain. Thankfully we have some awesome … Continue reading

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Artificial Intelligence vs Machine Learning vs Deep Learning


The world as we know it is moving towards machines big time. But we can not fully utilize the working of any machine without a lot of human interaction. So in order to do that, we needed some kind of … Continue reading

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Getting started with TensorFlow: Writing your first program


In my previous blog , we saw what Tensorflow is and some of it’s terminologies. In this blog, we are going to go ahead and implement a very basic program in TensorFlow using Python to see it in action. To … Continue reading

Posted in machine learning | 2 Comments

Getting started with TensorFlow: A Brief Introduction


TensorFlow is an open source software library, provided by Google, mainly for deep learning, machine learning and numerical computation using data flow graphs. Looking at their website, the first definition they have written for TensorFlow goes something like this – … Continue reading

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Concept Learning: Find-S implementation with Scala


In our previous blog, we discussed the basic theory about concept learning with highlighting Find-S algorithm which is one of the basic algorithms of machine learning. In this blog, we are going to discuss how we can implement Find-S algorithm with one … Continue reading

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Introduction to Perceptron: Neural Network


What is Perceptron? In machine learning, the perceptron is an algorithm for supervised learning of binary classifiers. It is a type of linear classifier, i.e. a classification algorithm that makes its predictions based on a linear predictor function combining a … Continue reading

Posted in artificial neural network, machine learning, Scala | 3 Comments

Machine Learning with Random Forests


Machines, working on our commands, for each step, they need guidance where to go what to do. This pattern is like a child who doesn’t understand the surrounding facts to make decisions for a situation. The grown ups usually do it … Continue reading

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Machine Learning with Decision Trees: Implementation


Smile is a machine learning library based on JAVA and provides Scala API too although most of the classes it uses are implemented in JAVA. To know more about smile please go through this introductory blog. Here in this blog, … Continue reading

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Concept Learning: The stepping stone towards Machine Learning with Find-S


From our previous blog, we came across what awesome stuff a machine can do with machine learning and what all math stuff is required before you take a deep dive into machine learning. Now we all know the prerequisites for … Continue reading

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First step Towards Machine Learning


The human pace is getting lazy day by day and wants an ease in their life. For that, we created machines, machines that are capable enough to take commands and perform tasks for us. But what if machines can think … Continue reading

Posted in machine learning, Scala | Tagged , , , | 2 Comments