System Design Message Queues in System Design We have covered the concept of Message queues in System Design in depth along with its properties, architecture, benefits, examples, message brokers and real life applications of Message Queues.
Algorithms Count total set bits in all numbers from 1 to N We have presented an efficient approach to find the total number of set bits in all numbers from 1 to N in O(logN) time by deriving a pattern and a formula.
Algorithms Integer Factorization Algorithms We have explored in great detail some of the different factorization algorithms for Integers such as Trial Division, Pollard's rho algorithm, Dixon's algorithm and Quadratic Sieve.
System Design Scaling large systems: GitLab Production Architecture We have discussed GitLab's Production Architecture to understand how a large company like GitLab which supports millions of developers handle and scale their infrastructure.
System Design Backpressure and Exponential Back-off to handle overloaded systems We explored how overloaded networks are handled using techniques such as applying back pressure and exponential back-off. Let us first begin with the reasons for overload and congestion, after which we will learn how to mitigate it.
Software Engineering Different Normal Forms / Normalization in DBMS We have explored Normalization in Database Management System (DBMS) in depth along with different normal forms like first normal form, second normal form, boyce codd normal form and others.
System Design Different Caching Strategies in System Design We have explained different Strategies to update Cache in a System such as Cache Aside, Read Through, Write Back and much more. This is an important topic to design efficient system.
Machine Learning (ML) Single Shot Detector (SSD) + Architecture of SSD In this article, we will be discussing Single Shot Detector (SSD), an object detection model that is widely used in our day to day life. And we will also see how the SSD works and what makes the SSD better than other object detection models out there.
Machine Learning (ML) Architecture of YOLOv3 We have presented the Architecture of YOLOv3 model along with the changes in YOLOv3 compared to YOLOv1 and YOLOv2, how YOLOv3 maintains its accuracy and much more.
Software Engineering Object Oriented Programming (OOP) in Rust We have explored Object Oriented Programming (OOP) in Rust and covered topics like Object, Encapsulation, Inheritance, Polymorphism and others along with Rust code examples.
Algorithms Longest Increasing Consecutive Subsequence We have to find the Longest Increasing Consecutive Subsequence in N elements. We can solve this problem efficiently using Dynamic Programming in O(N) time.
Software Engineering Introduction to Vue Vue is a progressive JavaScript front-end framework which was developed for creating user interfaces and it could be effectively used to develop Single Page Applications (SPAs).
Software Engineering Context Switching in OS We have discussed about Context Switching, which is one of the most important and fundamental topics in Operating Systems.
Algorithms Find Peak Element in an Array We have explained the problem of finding Peak Element in an Array along with different approaches to solve it efficiently.
Data Structures Design data structure that support insert, delete and get random operations We will understand in depth the designing of a data structure that supports "insert value", "delete value" and "get random" operations where these tasks are performed in constant time O(1).
Algorithms Majority Element in an array We have discussed algorithmic techniques to find the majority element in an array. The brute force algorithm takes O(N^2) time while the most efficient algorithm can do it in O(N) time.
Data Structures "Design a Data Structure" problems We have present some must practice "Design a Data Structure" problems. These are important problems for Coding Interviews at Google and other companies. You need to modify standard data structure to form new data structures to solve this problem efficiently.
Software Engineering Inter-process communication (IPC) & IPC types in OS We have explained Inter-process communication (IPC) in Operating System, why is IPC needed and various ways to achieve IPC like using shared memory, message passing, buffering, pipes and more.
Machine Learning (ML) Dense Layer in Tensorflow We have explained Dense Layer in Tensorflow with code examples and the use of Dense Layer in Neural Networks.
Software Engineering Structure (struct) in C [Complete Guide] A structure is defined as a collection of same/different data types. All data items thus grouped logically related and can be accessed using variables.
Machine Learning (ML) Applications of Machine Learning We have covered common ML tasks/ applications with respect to image and textual data along with the models used and examples of its use in various domains.
Software Engineering Size of struct in C/ C++ We have explained how to calculate the memory size of a struct in C and C++ Programming Language. To find the actual size, you need to understand two concepts of padding and packing. The size is not the sum of individual elements so read on.
Machine Learning (ML) Early Exit in ML models How does the addition of early exits improve the performance of the neural networks and what are the other additional advantages it provides to the model.
Algorithms Applications of XOR operation We will begin with a brief introduction of what the XOR operation is, followed by its syntax in C++ and its applications such as memory-optimized doubly linked lists, swapping, XOR ciphers, Comparing two values, Gray codes and Partiy check.
Machine Learning (ML) The ShuffleNet Series (Part 1) The breakthrough CNN architecture for object classification in mobile devices, ShuffleNet has been explained in-depth in this article. Its newer and better versions ShuffleNet V2, V2+, Large & X-Large has also been elucidated.
