OpenGenus IQ: Learn Algorithms, DL, System Design (Page 68)

Basics of JSON data format

JSON is an open standard data-interchange format for transmitting data objects in the form of key-value pairs.

Supervised, Unsupervised and Semi-Supervised Learning

In this article, we will learn more about the differences between Supervised, Unsupervised and Semi-Supervised Learning.

TensorFlow

Graphs in TensorFlow (tf.Graph)

In this article, we have explored the idea of Graphs in TensorFlow in depth along with details of how to convert function (tf.function) to graph (tf.Graph).

Machine Learning (ML)

OpenPose Systems

In this article, we have explored the idea of OpenPose Systems in depth which is used for Pose Detection application using Machine Learning.

Time Complexity

Iteration Method for Time Complexity

In the following article, we have presented the Iteration method for finding the Time complexity of an algorithm in detail.

Linux

Interprocess Communication: Sockets

In this article we have discussed both local and internet sockets and how the aid in inter processes communication between systems' processes.

Linux

stat command in Linux

In this article we have discussed the stat command in Linux which is used to display information regarding files and file systems in Linux.

Linux

Interprocess Communication: Mapped memory

Mapped memory as a type of interprocess communication uses a shared file in the file system to enable communication between different processes. In this article we discuss how this works.

Linux

Interprocess Communication: Pipes

In this article we have discussed Linux pipes and how they enable communication between related or unrelated processes on different systems.

DevOps

Why do you need CI/CD at your organization?

CI/CD is all about automating the software development process so that changes can be made quickly and easily without compiling and testing code manually.

System Design

System Design of Google Maps

In this article, we will go over how do we design a navigation application like Google Maps.

Linux

Interprocess communication: Semaphores

In this article we discuss semaphores and how they are used in interprocess communication in Linux.

Linux

Interprocess communication: Shared memory

In this article we give an introduction to interprocess communication in Linux and discuss how processes use shared memory to communicate with each other.

System Design

Distributed Database Management System (Distributed DBMS)

In this article, we will take a look at distributed database management systems (Distributed DBMS) and their advantages and disadvantages along with examples.

data science

Introduction to Data Science

In this article, we will get to know what data science is, why is it becoming more sought after and also about its importance.

Search Algorithms

Iterative Deepening Search

In this article, we are going to discuss about the Iterative Deepening Search Technique. It is also, known as Iterative Deepening Depth-First Search ( IDDFS) and is a modification of Depth First Search and Depth Limited Search.

Data Structures

Binary Search Tree with Parent Pointer

In this article, we have covered Binary Search Tree with Parent Pointer which is a modification of the standard Data Structure, Binary Tree.

backtracking

Backtracking Algorithm for Sudoku

In this article, we have covered the Backtracking Algorithm for Sudoku and compared with the Brute Force approach. We have presented the Time and Space Complexity for various cases.

TensorFlow

Visualizing Neural Network Models in TensorFlow

In this article, we have explored the approach to visualize Neural Network Models in TensorFlow. We have explored how to use TensorBoard.

DevOps

Why do you need Infrastructure as Code (IaC) at your organization?

Infrastructure as code is a great way to manage your Infrastructure and keep your organization running smoothly. Here are some of the benefits that I think make it worth investing in.

TensorFlow

New features in TensorFlow v2.8

TensorFlow 2.8 has been finally released. Let us take a look at some of the new features and improvements being rolled out in this version. This new version comes with lots of additions, bug fixes and changes.

Machine Learning (ML)

Volumetric Image Segmentation

In this article, we have explored the Machine Learning application: Volumetric Image Segmentation in depth and covered the different ML models used for it like 3D U-Net.

Linux

last, lastb, lastlog command in Linux

In this article we have discussed the last command which displays information about logged in users, the lastb command which lists all failed login attempts and the lastlog command which displays information regarding the last login.

Linux

script and scriptreplay commands in Linux

In this article we discuss how to use the script command to record all terminal activities and scriptreplay to playback the recorded activities.

computational geometry

3D Geometry: Mathematics for Computational Geometry

In this article, we have covered the Mathematics of 3D Geometry for Computational Geometry. This involve the exploration of different 3D shapes along with area and volume of each shape.