Janu Verma

What is transfer learning?

Introduction and motivation In standard supervised machine learning, we need training data, i.e. a set of data points with known…

7 years ago

What is Keras?

What is keras? Keras is a high-level library for deep learning, which is built on top of Theano and Tensorflow.…

7 years ago

Detecting Fake Reviews

Product and service reviews play an important role in making purchase decisions. In current times, when we are faced with…

7 years ago

Introduction to Keras

Keras is a high-level library for deep learning, which is built on top of theano and tensorflow. It is written…

7 years ago

Hierarchical Data Format

Hierarchical Data Format (HDF) is an open source file format for storing huge amounts of numerical data. It’s typically used…

7 years ago

Deep Dream: Inceptionistic art from neural networks

The following image, known as dog-slug, was posted on Reddit and was reported to be generated by a convolution neural…

7 years ago

Vector Representation of Words

In natural language processing (NLP) tasks, the first step is to represent a document as an element in a vector…

7 years ago

Data Visualization with ggplot2

In this post, we will learn about data visualization using ggplot2. ggplot2 is an R package for data exploration and…

7 years ago

Sentiment Analysis of Twitter data, Part 2

Sentiment Analysis aims to determine how a certain person or group reacts to a specific topic. Traditionally, we would run…

9 years ago

8 NoSQL Databases Compared

NoSQL, or non-relational databases, are increasingly used in big data and real-time web applications. These databases are non-relational in nature…

9 years ago