Author: Tarun
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QR Generator App in Flutter with #100LinesOfCode
Hello visitor, Welcome to our new blog on Flutter. In this post, we will code a QR Generator Android Application in 100 lines of dart code. So, as we already know get your laptops ready with a new flutter project created and opened in your favorite IDE (Mine’s VS Code❤). #100LinesOfCode Let’s start doing this,…
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Dealing with REST API’s in Flutter
Hey everyone, Welcome to our new blog post. In this post, we will discuss on making REST API calls from your Flutter Application. Before we delve into implementation, let’s know what is REST API and then how to use them in Flutter. REST API REST refers to Representational State Transfer. It adheres to the practice…
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Hello Flutter..!
Let’s say Hello to Flutter, a Cross Platform Application Development Framework. Flutter is Google’s UI toolkit for building beautiful, natively compiled applications for mobile, web, and desktop from a single codebase. It uses Dart programming language to make developers build applications faster and efficient. Widget Widget is the basic component in Flutter framework. Every piece of UI you build…
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Azure Cognitive Services Computer Vision
Hello everyone, Welcome to my blog on Azure Cognitive Services. Azure provides a wide variety of AI and Machine Learning services which include capability of vision, speech, text etc. In this post, we will discuss on one of the hottest cognitive service provided by Microsoft Azure i.e. Computer Vision. Azure Computer Vision provides us the…
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Types of Neural Networks -CNN
We have discussed about Multi Layer Neural Networks and it’s implementation in python in our previous post. In this post, we will discuss briefly on some of the mostly widely used neural network architectures and we will have a detail on Convolutional Neural Networks. Some of the most widely used Neural Nets: Convolutional Neural Networks.…
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Multi Layer Neural Networks Python Implementation
Hello all, It’s been a while i have posted a blog in this series “Artificial Neural Networks”. We are back with an interesting post on Implementation of Multi Layer Networks in python from scratch. We discussed all the math stuff about Multi Layer Networks in our previous post. I recommend you going through that first…
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Machine Learning: Regression
As discussed in our previous posts, there are two kinds of Machine Learning problems i.e. Classification and Regression. In this post, we will look into Regression and implement one of the simplest regression algorithms in Python. Regression : Regression models are used to predict a continuous variable using our features. In simple terms, our target…
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Multi layer Neural Networks Back Propagation
In our previous post, we discussed about the implementation of perceptron, a simple neural network model in Python. In this post, we will start learning about multi layer neural networks and back propagation in neural networks. The back propagation algorithm is capable of expressing non-linear decision surfaces. So, what is non-linear and what exactly is…
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Perceptron – Delta Rule Python Implementation
In our previous post, we discussed about training a perceptron using The Perceptron Training Rule. In this blog, we will learn about The Gradient Descent and The Delta Rule for training a perceptron and its implementation using python. Why Gradient Descent ? As we have discussed earlier, the perceptron training rule works for the training…
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Artificial Neural Networks: Perceptron
Perceptron is a simple model of a biological neuron in an Artificial Neural Network. Perceptrons are used for supervised binary classification problems. A perceptron takes a set of real-valued inputs and finds a linear combination of them and maps the output to either of the class. What is Binary Classification ? Binary classification refers to…
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