Machine Learning (ML) Inception V4 architecture We have explored about a neural network architecture called Inception and understand in great detail its fourth version, the Inception V4 along with the architecture of InceptionV4 model.
Software Engineering Vector of Pair in C++ We have covered the idea of Vector of Pair in C++ with code examples along with basics of Pair and vector in C++.
Algorithms Intersection of two arrays We have explored several approaches to find Intersection of two arrays efficiently. This involve techniques like sorting, binary search, hash map and much more.
List of Mathematical Algorithms Number of integers between 1 and N that are coprime to N We have explored efficient approaches to find Number of integers between 1 and N that are coprime to N. We have presented the idea of Euler φ (phi) function and is an important topic to get hold on Mathematical Algorithms.
Machine Learning (ML) Introduction to Pandas This article is for those people who are going to willing to build their career in python and data analysis. Most of you reading this post are probably familiar and heard about Pandas, and have probably used it in many projects.
Machine Learning (ML) Embeddings in BERT We will see what is BERT (bi-directional Encoder Representations from Transformers). How the BERT actually works and what are the embeddings in BERT that make it so special and functional compared to other NLP learning techniques.
Software Engineering malloc in C++ malloc is a C++ library function that allocates the requested memory and returns a pointer to it. This is called dynamic memory allocation and allows for memory allocation on the go. It is the predecessor to the C++ new operator used for memory allocation.
Rust Programming HashMap and BTreeMap in Rust Collections We will dive into some of the Rust language's Standard Library, or std for short namely HashMap and BTreeMap along with basic operations like insert and delete.
Algorithms Fast and slow pointer technique in Linked List We have explained Fast and slow pointer technique in Linked List which is also known as tortoise and hare algorithm. It is used to efficiently solve several problems by using two pointers.
Web Development Which selectors to use: id or class? We have explained the idea of Selectors in HTML and Selectors in CSS. This involves id and class selectors along with code examples.
Software Engineering Introduction to TCP (Transmission Control Protocol) We will talk about TCP or Transmission Control Protocol (TCP), which is one of the elementary topics in Computer Networking. We will discuss about the TCP model, it's uses, need and further analyze it.
Software Engineering Different Preprocessor Directives in C / C++ We have explained the Different Preprocessor Directives in C / C++ along with C++ code examples. Preprocessor Directives are processed at compile time and is an important programming technique in large codebase.
Software Engineering Hypothesis Testing: Introduction and its Computation We will be discussing if we know whether to perform some action or not in those particular situations or events. Will those actions give a positive result or a negative result then we can have an added advantage of doing the right things.
Algorithms Finding the twin primes up to N (Twin Prime Conjecture) We will learn about prime numbers and the twin prime conjecture. We will also look at an efficient algorithm for finding the first twin prime pairs up to a number N.
Algorithms Implement Bubble sort in a list in Python We have explained the basic of Bubble Sort along with a detailed explanation of Python implementation of Bubble Sort in a list.
Software Engineering Types of classes in C++ An important aspect of Object-oriented programming is the usage of classes and objects. We have covered different types of classes in C++ such as Standalone classes, Abstract base class, Concrete Derived Class and much more.
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.
