Quantum computing is fundamentally different from classical computing due to its use of qubits and quantum gates. These two elements are essential to the power and potential of quantum computers, enabling them to solve problems that are practically impossible for classical computers to address. In this article, we will dive deeper into the concepts of…
I’ll walk you through how you can create SSH and UDP files for your app. These will help you implement secure, fast, and reliable connections for users in your community. 1. Creating SSH Files for Secure Tunneling SSH (Secure Shell) can be used to establish secure tunnels, which allow users to bypass network restrictions or…
A transformer model is a type of deep learning model that was introduced in 2017. These models have quickly become fundamental in natural language processing (NLP), and have been applied to a wide range of tasks in machine learning and artificial intelligence. The model was first described in a 2017 paper called “Attention is All You Need” by Ashish…
This post is meant for people who are just getting started with mechanistic interpretability and have an understanding of the transformer architecture as well as the underlying linear algebra. Maybe you have not yet read the mathematical framework for transformer circuits (MFTC) or have read it but are still confused about some things. I know that I…
There’s been a lot of hype recently surrounding quantum computers. From IBM releasing their new 127-qubit Eagle Chip, to Xanadu unveiling their Quantum Codebook, there’s been a lot going on in the industry! However, this news might lead one to wonder: Sure, the tech’s cool and all, but what can I actually use a quantum computer for? IBM’s…
Anyone interested in learning quantum computing cannot avoid hearing about Shor’s Factoring Algorithm. It is one of the few textbook quantum algorithms, which means that it remains one of the rare examples of quantum computational advantage. In other words, the algorithm can compute something quantumly that is harder and slower to compute classically. In fact, this particular…
What is Quantum Computing? Quantum Computing is a form of computing that takes advantage of quantum mechanics to process information exponentially faster than classical computers. Classical computers use classical bits which can consist of either a 0 or a 1 to encode information. Quantum computers, on the other hand, use quantum bits, or qubits, like photons, atoms,…
Qubit explained Just like a binary bit is the basic unit of information in classical (or traditional) computing, a qubit (or quantum bit) is the basic unit of information in quantum computing. Quantum computing is driving new discoveries in healthcare, energy, environmental systems, smart materials, and beyond. Qubit vs bit Qubits are represented by a…
What is Quantum computing? Quantum computing is a multidisciplinary field comprising aspects of computer science, physics, and mathematics that utilizes quantum mechanics to solve complex problems faster than on classical computers. The field of quantum computing includes hardware research and application development. Quantum computers are able to solve certain types of problems faster than classical…
Suppose you are a product manager, you want to classify customer reviews in positive and negative classes. Or As a loan manager, you want to identify which loan applicants are safe or risky? As a healthcare analyst, you want to predict which patients can suffer from diabetes disease. All the examples have the same kind…
