OpenGenus IQ: Learn Algorithms, DL, System Design (Page 55)

RefineDet model

RefineDet model is a popular Deep Learning model that is used for Object Detection applications as an alternative to SSD and YOLO based CNN models.

DevOps

Top Secret Managers in DevOps

One thing I always find helpful while running a tech business is using a secret manager. Isn't it great to have a place where you can store all your confidential secrets and variables? To help you out, we have compiled a list of some of the best secret managers.

DevOps

Best practices for adopting Continuous Delivery

Continuous Delivery is the software development practice in which code changes are automatically built, tested and deployed to production. I think it's a great way to increase efficiency and quality in the software development process.

Machine Learning (ML)

Flattened Convolutional Neural Network

In this article, we have explored the idea of Flattened Convolutional Neural Network and the problem of conventional CNN it solves.

Python

Different ways to add and remove rows in Pandas Dataframe

To introduce the topic, we will be talking about Pandas Dataframe and how easily we can add and remove rows in a DataFrame by following simple steps.

Algorithms

Algorithm to check win in tic-tac-toe

In this article, we have presented an algorithm to check win and loss for a given Tic Tac Toe configuration.

C++

map::begin and map::end in C++

In this article, we have covered the concept of map::begin and map::end in C++ STL along with C++ code examples.

CSS

Rounded corners/ Border radius in CSS

The border-radius property in CSS allows you to round the corners of the outer edge of an element. Through this property, it is possible to round all the corners or just selected corners according to the desired shape.

Linux

KMP_HW_SUBSET [complete guide]

KMP_HW_SUBSET is an OpenMP environment variable that is used to control the distribution of hardware threads across machine topology. This gives finer control compared to OMP_NUM_THREADS.

Machine Learning (ML)

RefineNet Model

In this article, we have explained RefineNet Model in depth which is a deep learning model used for Semantic Segmentation.

data science

EEG Signal Analysis With Python

In this article, we will learn how to process EEG signals with Python using the MNE-Python library.

Java

Hibernate Annotations

We can configure hibernate through Java configuration or XML configuration and the mapping details can be provided through XML or Java Annotations.

Python

Nested Dictionary in Python

In this article, we will learn about the data structure Nested dictionaries in the python. Also, we will learn about creating, accessing, modifying and iterating through them.

C++

std:to_string and std::to_wstring in C++

In this article, we have explored the functions std:to_string and std::to_wstring in C++ STL along with the difference between string and wstring (wide string).

C++

Memset array to 1 in C++

In this article, we have explored the problem of setting an array of int to 1 using memset in C++ and the solution for it.

System Design

Monolith vs Microservice

Regarding technology, there are always two schools of thought: those who prefer the tried and tested monolith approach and those who are all aboard the microservices train. So, which one should you choose?

Web Development

Integrating android application to firebase real-time database

In this article, we will see how can we integrate our android application to firebase real-time database.

Algorithms

Maximum area of island

In this article, we have presented an efficient algorithm to find the maximum area of island in a grid. This includes the concept of BFS and DFS.

JavaScript

Gatsby.js tutorial: Introduction and Setup

In this Gatsby.js tutorial, we have prepared the local environment to work on, installed the dependencies and created the first Gatsby project framework.

Machine Learning (ML)

Jensen Shannon Divergence

Jensen Shannon Divergence is one of the distribution comparison techniques that can be easily used in parametric tests in ML.

Java

Hibernate Inheritance Mapping

In this article, we are going to learn various strategies of inheritance mapping that hibernate implements to deal with Inheritance Object-Relational Impedance Mismatch.

Machine Learning (ML)

Person re-identification ReID

In this article, we have explored the idea behind Person re-identification ReID applications, techniques for ReID and real world applications.

divide and conquer

Min and Max element in array

In this article, we have explained how to use a Divide and Conquer approach to find the Minimum and Maximum element in array using the theoretically minimum number of comparisons.

recursion

Print all combinations of factors

In this article, we will discuss about the algorithms to print every combination of factors of a given number (all factorization). We have explored recursive and partially iterative approach.

Time Complexity

Worst Case of Merge Sort

In this article, we have covered the scenario when Merge Sort performs worst, how to identify such worst case inputs and Time Complexity analysis of Worst Case of Merge Sort.