Tag: machinelearning
All the articles with the tag "machinelearning".
-
Mastering Digit Recognition in Under 100 Lines - A Concise Guide to Neural Networks with PyTorch and MNIST
Imagine a world where machines understand handwritten notes as easily as humans do, transforming scribbles into digital text in the blink of an eye. This isn’t a page from a sci-fi novel; it’s possible using this basic principles of Machine Learning.
-
How to build a simple CNN based Image classifier using Keras
Convolutional neural network (CNN), a class of artificial neural networks that has become dominant in various computer vision tasks, is attracting interest across a variety of domains. CNN work well on computer vision tasks like image classification, object detection, image recognition, etc.
-
Mnist handwritten digit classification using CNN
Mnist dataset is used as an introduction to neural network for beginners. Convolutional Neural Networks (CNNs) are the current state-of-art architecture mainly used for the image classification tasks.
-
Sentiment analysis flask web app using python and NLTK
Sentiment analysis in python is really simple because of the NLTK library and it's pretrained model called VADER(Valence Aware Dictionary for Sentiment Reasoning)
-
Mnist handwritten digit classification using tensorflow
Mnist dataset is used as an introduction to neural network for beginners. In this article I use Tensorflow and keras to build a neural network.
-
The ultimate guide to confusion matrix in machine learning
This article explains some of the very important terms in Machine learning such as Accuracy, Precision, Recall and Confusion matrix.
-
How to build a Spam Classifier in python and sklearn
The upsurge in the volume of unwanted emails called spam has created an intense need for the development of more dependable and robust antispam filters. This tutorial will help to build a simple spam classifier using python.
-
Introduction to Word Frequency in NLP using python
Natural language processing (NLP) refers to the branch of computer science—and more specifically, the branch of artificial intelligence or AI—concerned with giving computers the ability to understand text and spoken words in much the same way human beings can.