Basics of Machine Learning: Machine Learning and Materials/Chemistry

Basics of Machine Learning: Machine Learning and Materials/Chemistry

How to Obtain 1. Follow the public account below, and click 【Like】 and 【View】 in this article 2. Click 【Get Course】 in the public account to obtain this material There is a course on Basics of Machine Learning: Machine Learning and Materials/Chemistry Basics of Machine Learning: Machine Learning and Materials/Chemistry 1. Introduction to Machine Learning … Read more

TensorFlow: Essential Tool for Machine Learning Engineers

TensorFlow: Essential Tool for Machine Learning Engineers

Click the blue text above to follow us TensorFlow: Essential Tool for Machine Learning Engineers Recently, while working on a deep learning project, I found TensorFlow to be an excellent tool. It is not only powerful but also very easy to use. Today, let’s discuss the basics of TensorFlow and see how it helps us … Read more

Getting Started with Comet for ML Experiments

Getting Started with Comet for ML Experiments

Getting Started with Comet for ML Experiments Hello everyone, I am an experienced Python tutorial author. Today we will learn how to use Comet to better organize and manage machine learning experiments. Comet is a fantastic tool that helps you track experiment parameters, metrics, model weights, etc., making your machine learning projects well-organized. Let’s get … Read more

Exploring the Boundaries of NLP with Deep Learning

Exploring the Boundaries of NLP with Deep Learning

▲Click above Leifeng Network to follow The Four Major Boundaries: Data Boundary, Semantic Boundary, Symbolic Boundary, and Causal Boundary Written by | Cong Mo Currently, deep learning in natural language processing has its limitations. So where are the boundaries of its effectiveness? This is a question we should ponder deeply. Recently, at the Fourth Language … Read more

Notes on Papers in Natural Language Processing

Notes on Papers in Natural Language Processing

This article is authorized to be reprinted from the WeChat public account Paper Weekly (ID: paperweekly). Paperweekly shares interesting papers in the field of natural language processing every week. Introduction Dialogue systems are currently a research hotspot and a focus for venture capital. Since the beginning of 2016, countless companies have been established that create … Read more

Zhou Ming: The Technical System and Future of NLP

Zhou Ming: The Technical System and Future of NLP

▲Click on the top Leifeng Network to follow Since 2012, the field of Natural Language Processing (NLP) has entered the era of neural networks for 7 years. Where is the future development heading? Let’s see how Dr. Zhou Ming, the chairman of ACL 2019 and vice president of Microsoft Research Asia, interprets it~ Written by … Read more

Creating My Own Deepfake: A $552 Experiment

Creating My Own Deepfake: A $552 Experiment

Deepfake technology uses deep neural networks to replace a face in a video with another face. This realistic technology has potential for misuse, yet it is becoming increasingly popular. In this article, I will take a close look at the technology itself by creating my own work to answer: How does Deepfake software work? How … Read more

Understanding Backpropagation in Deep Learning

Understanding Backpropagation in Deep Learning

This article is a translated note of the Stanford University CS231N course, authorized by Professor Andrej Karpathy of Stanford University. This is a work of Big Data Digest, and unauthorized reproduction is prohibited. For specific requirements for reproduction, see the end of the article. Sign up now Machine Learning Training Registration is now open! Top-notch … Read more

Unlocking Creativity: Computer Vision Software for Lego

Unlocking Creativity: Computer Vision Software for Lego

Produced by Big Data Digest Author: Caleb When it comes to Lego, it’s a toy loved by both adults and children. Every time I see a pile of Lego bricks and piece them together to form a template, the sense of achievement is off the charts. After finishing, I also want to display the creation … Read more

Getting Started with PyTorch: A Powerful Deep Learning Framework

Getting Started with PyTorch: A Powerful Deep Learning Framework

PyTorch is a powerful deep learning framework that has become quite popular! Whether you’re working on computer vision or natural language processing, it can be extremely useful. Today, let’s discuss some basics of PyTorch and see why it is so well-loved. Tensors: The Core of PyTorch 1. A tensor is the basic data structure in … Read more