Nidhi Mantri - OpenGenus IQ: Learn Algorithms, DL, System Design

Applying Naive Bayes classifier on TF-IDF Vectorized Matrix

We will use Naive Bayes classifier on IF-IDF vectorized matrix for text classification task. We use the ImDb Movies Reviews Dataset for this.

Machine Learning (ML)

Build and use an Image Denoising Autoencoder model in Keras

In this article, we will see How encoder and decoder part of autoencoder are reverse of each other? and How can we remove noise from image, i.e. Image denoising, using autoencoder? in Keras

Machine Learning (ML)

Image Denoising and various image processing techniques for it

We will take a look at what is an Image?, what is an Image Noise?, what are the various types of Noise?. Following it, we will understand the various traditional image processing filters and techniques used for image denoising.

Machine Learning (ML)

Applications of Autoencoders

Autoencoders are neural networks that aim to copy their inputs to outputs. The applications of autoencoders are Dimensionality Reduction, Image Compression, Image Denoising, Feature Extraction, Image generation, Sequence to sequence prediction and Recommendation system.

Machine Learning (ML)

Using ID3 Algorithm to build a Decision Tree to predict the weather

ID3 algorithm, stands for Iterative Dichotomiser 3, is a classification algorithm that follows a greedy approach of building a decision tree by selecting a best attribute that yields maximum Information Gain (IG) or minimum Entropy (H). We will use it to predict the weather and take a decision