System Engineering View of Knowledge Graph

System Engineering View of Knowledge Graph

In October 2018, CCF published a new issue of the “China Computer Science and Technology Development Report,” detailing the research progress in ten directions, including the deep integration of AI and system software. We will share the highlights of the report in installments. Please join CCF and log in to the CCF Digital Library to … Read more

A Simple and Direct Guide to TensorFlow

A Simple and Direct Guide to TensorFlow

Google has many GDEs (Google Developers Experts) around the world, all of whom are recognized experts by Google. GDEs are committed to spreading and promoting new technologies in various forms and helping developers solve problems encountered during the development process. Each GDE has made special contributions to their respective fields. The author of “A Simple … Read more

Building Neural Networks with Numpy Instead of TensorFlow

Building Neural Networks with Numpy Instead of TensorFlow

Produced by Big Data Digest Author: Jiang Baoshang Many students, after starting with machine learning, directly use TensorFlow to implement neural networks, with little understanding of the underlying mechanisms of neural networks. Programming languages and frameworks evolve rapidly, so understanding the principles behind them is essential. Below, we will implement a neural network step by … Read more

Implementing Visual Wake Words Using TensorFlow Lite Micro

Implementing Visual Wake Words Using TensorFlow Lite Micro

By / Aakanksha Chowdhery, Software Engineer Why don’t you get a response when you say “Yo Google” to Google Assistant? After all, it’s only one word different from “Ok Google”. This is because Google Assistant recognizes only these two words as ‘wake words’. Wake words are crucial for low-power machine learning design, where models with … Read more

Generative AI Inference Technology, Market, and Future

Generative AI Inference Technology, Market, and Future

OpenAI o1, QwQ-32B-Preview,DeepSeek R1-Lite-Preview’s successive release signifies that generative AI research is shifting from pre-training to inference to enhance AI logical reasoning capabilities. This transition will greatly promote the development of upper-layer applications.Sequoia Capital recently pointed out, that in the foreseeable future, logical reasoning and computation during inference will be an important theme, ushering in … Read more