Natural Language Processing Made Easy: Follow This Guide!

Natural Language Processing Made Easy: Follow This Guide!

The research and application of artificial intelligence are becoming increasingly popular, with the six hottest areas being “machine learning, autonomous driving, speech recognition, computer vision, natural language processing, and knowledge reasoning.” Natural Language Processing (NLP) is the use of computers to process, understand, and utilize human languages (such as Chinese, English, etc.). As a branch … Read more

Training with PyTorch: More Than Just Training

Training with PyTorch: More Than Just Training

Click below on thecard to follow the “Beginner’s Guide to Python” public account Let’s discuss some techniques that help you conduct experiments during the training process. I will provide some theory, code snippets, and complete workflow examples. The main points include: Dataset Splitting Metrics Reproducibility Configuration, Logging, and Visualization Dataset Splitting I prefer a split … Read more

Amazon SageMaker: The Pinnacle of Machine Learning Platforms

Amazon SageMaker: The Pinnacle of Machine Learning Platforms

1. Introduction Recently, I participated in the Amazon Web Services 【Cloud Exploration Lab】 event, where I built my first AIGC based on the Stable Diffusion model using Amazon SageMaker , which was very simple and quick. I initially thought it would be very complex and that I wouldn’t understand how to operate it, but in … Read more

Practical Guide to SageMaker Auto-Tuning by Ex-Amazon Expert

Practical Guide to SageMaker Auto-Tuning by Ex-Amazon Expert

Click the above to follow us! Hey data science folks, are you often troubled by parameter tuning? Today, I’m going to talk about the auto-tuning feature of Amazon SageMaker, which is definitely a time-saving and labor-saving helper. What is SageMaker Auto-Tuning? SageMaker auto-tuning, to put it simply, lets machines help you find the best parameters. … Read more

Exploring 1D CNN for Kaggle Competitions

Exploring 1D CNN for Kaggle Competitions

↑↑↑ Follow after Star ”Alchemy Notes Alchemy Notes Author: Jie Shao, Guest of Alchemy Notes 1DCNN Introduction Recently, many data competitions on Kaggle have featured the 1DCNN model. After reviewing related competitions, I found the concept of 1DCNN to be quite interesting. The basic idea is: First, we map the original features to a high-dimensional … Read more

Understanding Deep Neural Network Design Principles

Understanding Deep Neural Network Design Principles

Over 200 star enterprises and 20 top investors from renowned investment institutions participated! “New Intelligence Growth List” aims to discover innovative companies in the AI field with “tenfold growth in three years“, will the next wave of AI unicorns include you? Click read the original text for details! According to Lei Feng Network: Artificial intelligence … Read more

Generating Trump-Style Speeches Using RNNs

Generating Trump-Style Speeches Using RNNs

Produced by Big Data Digest Compiled by: Xiao Qi, Mixed Sweet, Xia Yawei Trump’s new re-election campaign has begun. The author’s interest in Trump’s distinctive language style raises the question: can a speech that embodies his style be generated using a Recurrent Neural Network (RNN) trained on his tweets and speeches? The conclusion is that … Read more

DS-Agent: Case-Based Reasoning for Data Science Tasks

DS-Agent: Case-Based Reasoning for Data Science Tasks

MLNLP community is a well-known machine learning and natural language processing community, with an audience that includes NLP graduate students, university professors, and industry researchers from both domestic and international backgrounds. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, … Read more

The Data Science Behind Natural Language Processing

The Data Science Behind Natural Language Processing

Produced by Big Data Digest Source: medium Translated by: Lu Zhen, Xia Yahui Natural Language Processing (NLP) is a field within computer science and artificial intelligence. NLP is the communication between humans and machines, allowing machines to interpret our language and respond effectively. This field has existed since the 1950s; you may have heard of … Read more

Natural Language Processing Analysis of Hillary and Trump Speeches

Natural Language Processing Analysis of Hillary and Trump Speeches

Big Data Digest Work, specific requirements for reprinting see the end of the article Original Author | Maixent Chenebaux Selected Text & Proofreading | Aileen Translation | Jiang Fanbo Editor’s Note| On October 9, local time, the second public debate between the two candidates for the U.S. presidential election will take place, Trump and his … Read more