RAHUL ARORA - OpenGenus IQ: Learn Algorithms, DL, System Design

Megatron NLG model

NVIDIA created the massive transformer-based NLG model known as Megatron. It is based on the transformer architecture and made to produce text that resembles human speech quickly and accurately.

Deep Learning

Advantages of CNN and DCNN

In this article at OpenGenus, this topic will delve into the various advantages of CNN and DCNN in detail, and explain how these architectures have revolutionized computer vision applications.

data mining

Forecasting flight delays [Data Mining Project]

The goal of this project at OpenGenus is to use historical data to create a forecasting model for flight delays.

Machine Learning (ML)

Predicting employee attrition [Data Mining Project]

Employee attrition is the process of employees leaving an organization for various reasons. In this article at OpenGenus, we have explained a Data Mining approach (with source code) to predict employee attrition.

Machine Learning (ML)

Unpooling operations in ML models

In machine learning models, the pooling operation that was previously carried out in the network is reversed using the unpooling operation.

Machine Learning (ML)

30 Data Mining Projects [with source code]

In this article at OpenGenus, we will explore some of the most interesting and innovative data mining project ideas that have been undertaken in recent years.

Data Structures

B Tree in C++ with OOP and template

B-trees are frequently implemented in C++ as templates, allowing for flexible customization for various data and application types. The balanced tree structure of the B-tree data structure makes it ideal for efficient data searching, insertion, and deletion.

C++

Trie in C++ using OOP concepts

In this article, we'll look at how the Trie data structure is implemented in C++ using principles of object-oriented programming (OOP).

Machine Learning (ML)

Imbalanced Data in ML

When a dataset's distribution of classes is uneven, it is said to have imbalanced data. In other words, compared to the other classes, one class has significantly more or fewer samples.

Machine Learning (ML)

9 Advantages and 10 disadvantages of Naive Bayes Algorithm

In this article, we'll talk about some of the key advantages and disadvantages of Naive Bayes algorithm.