PyTorch is an open source machine learning framework originally from Meta Ai. If you want to study Ai or work on Ai projects, setting up an development env with PyTorch at a local machine is essential for many projects. GPU (Graphics processing unit) is a specialized processor originally designed to …
TensorFlow is an end-to-end open source platform for machine learning from Google. If you want to study Ai or work on Ai project, setting up an development env with TensorFlow at a local machine will help you have smooth sailing. GPU (Graphics processing unit) is a specialized processor originally designed to …
In this post, OpenAI’ s Large language models GPT-3, InstructGPT, ChatGPT and GPT-4 are explained. Table of Content GPT-3: Introduce Large Language Model InstructGPT: Reinforcement learning with human feedback ChatGPT: Utilization is the king GPT-4: Introduce Artificial Generative Intelligence (AGI) OpenAI Timeline 1. GPT-3: Introduce Large Language Model Transformer model …
Big O notation cheat sheet provides the Big O notations for data structures and algorithm, including arrays, linked list, trees, hash tables, graphs, sorting, search, recursion, DFS and BFS, and memoization, Dynamic programming etc. It also includes leetcode Big O cheat sheet for common interview questions. The links are provided …
Google Translate is an application to translate one language to another in real-time. The google Translate App can translate from handwriting, voice and camera, and outputs speech and text-over-image. Google translate is using google neural machine translation. This post explains google translate architecture and technologies, especially explains how Google Translate …
TikTok is a video-sharing app that let users create and share short videos. It impresses users with its personalized recommendations just “for you” precisely. It is highly additive and very popular among young people. Behind it, it is powered by artificial intelligence technologies. Table of Content TikTok Architecture Big data …
An algorithm is a set of rules that instruct the computer how to perform a task. This post lists the most used algorithms and their examples, such as Binary search, sorting, Divide and conquer, Two pointers, Greedy, Recursion, Backtracking and Dynamic programming. The algorithms illustrated provides glimpse of algorithms in …
Java collections are Java built-in library provided by JDK. You don’t have to implement your own data structures classes and methods. You can directly call the library. Before we list the Java Collections, the original data structures are introduced. There are arrays, linked lists, stacks, binary trees, hash tables, graphs …
Table of Content Zoom Architecture Distributed cloud-native infrastructure Network technologies Security Back-of-the-envelope calculation 1. Zoom Architecture The key components are Zoom client, Data Centers, Public Cloud, Web infrastructure. 1. The Zoom Client is the software on computers and devices to access the Zoom servers. It performs the video content processing, …
Here is an illustrated explanation of Software Engineering Concepts and terminologies. It helps you to decide which areas you would like to specialize in. Table of Content Mathematics Systems Programming Networks Data Science Applications Artificial intelligence Download Computer Engineering Poster 1. Mathematics Mathematics is important foundation for all science and …
