Category Archives: machine learning

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

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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

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Introduction to Machine Learning


Before jumping directly into what is Machine Learning lets starts with the meaning of individual words i.e. What is Machine and What is Learning. A machine is a tool containing one or more parts that transform energy. Machines are usually … Continue reading

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Learning the maths for Feed Forward Network


In my last blog we were discussing about the biological motivation on the artificial neural network. This time we will discuss more about the artificial neural network in practice. In ANN we have different layers of networks to solve a … Continue reading

Posted in artificial neural network, knoldus, machine learning, Scala | 1 Comment

Amazon Rekognition: Welcome to Visual Recognition


We have always been captivated ❤ and mesmerized 😮 by sci-fi movies like James Bond, and we dreamt of those technologies to become reality one day but here we are in the world of Artificial Intelligence and Deep Learning living … Continue reading

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