How to use AWS CLI to generate SESSION_TOKEN
Setting things up for the first time may not be an easy task. If you are unlucky, you may encounter this error So, let’s set up AWS CLI to generate Session Token for the first…
How to hack the Norwegian Reading B1-B2 level in 2025: a practical guide of question types for the reading test
Information about the test can be found on the official website of the organizer. I found it really helpful to read, and it was very helpful for me to read it again the day before…
The Hùng Kings and the Hùng Kings’ Anniversary in Phu Tho Province
Whoever Travels Far and WideRemember the March 10th anniversary with pride. The Hung Kings’ Anniversary The Hung Kings’ Anniversary, celebrated annually on the 10th day of the 3rd lunar month, is an occasion for Vietnamese…
Top 9 Traditional Music Genres of Vietnam
Vietnam possesses a rich and diverse traditional music heritage that deeply reflects the nation’s history and culture. Below is a detailed overview of some notable traditional music genres and their origins: Nhã Nhạc (Royal Court…
Traditional Vietnamese Garments: Áo Dài and the other clothing fashion
The áo dài, the traditional dress of Vietnam, has a rich and diverse history. Its predecessor was the áo giao l?nh, a cross-collared robe commonly worn before the 17th century. In 1744, Lord Nguy?n Phúc…
Step-by-Step Guide to Clone and Write repos with GitHub Personal Access Tokens
GitHub’s fine-grained personal access tokens allow precise control over repository access. Here’s a step-by-step guide to generate and manage a token for a specific repository: 1. Access Developer Settings 2. Create a Fine-Grained Personal Access…
Cách clone và push github repo với token
Mã thông báo truy cập cá nhân chi tiết cung cấp khả năng kiểm soát chi tiết đối với quyền truy cập vào các kho lưu trữ. Dưới đây là cách tạo một mã thông…
The Potentials and Challenges of Handling Missing Data in Multimodal Healthcare Data
Introduction Multimodal data in healthcare integrates diverse sources, such as medical imaging, wearable sensor readings, genomic information, and electronic health records (EHRs), offering profound insights for accurate diagnoses and treatment. However, missing data remains a…
Làm gì khi thuật toán mình đề xuất không tốt bằng các phương pháp khác
Khi đó, chúng ta có thể xem xét về các đặc trưng của thuật toán, bao gồm độ phức tạp tính toán, hiệu suất tối ưu hóa, khả năng tổng quát hóa và các yếu…
Transformer Cho Phân Tích Cảm Xúc trong Python và cách Fine-Tuning
Transformer được giới thiệu lần đầu tiên trong bài báo “Attention is All You Need” bởi nhóm nghiên cứu của Google, đánh dấu một bước ngoặt quan trọng trong lĩnh vực xử lý ngôn ngữ…
Sentiment Analysis in Python: TextBlob, NLTK & Transformers
This post will detail how to implement three sentiment analysis techniques: TextBlob, NLTK with Vader, and transformers in Python. But first, let’s dive into the basic characteristics of the 3 techniques: TextBlob NLTK (VADER Model)…
Deep Learning Applications in Partial Differential Equations
Deep learning has emerged as a powerful tool in solving and analyzing Partial Differential Equations (PDEs), offering innovative approaches for tackling complex, high-dimensional problems. Techniques such as Physics-Informed Neural Networks (PINNs) combine physical laws encoded…
Lists of keywords for research topics in tabular, time series data and potential application areas:
Here are some lists of keywords for research topics in tabular, time series data, and potential application areas. These keywords serve as a foundation for deeper exploration and development of novel methodologies. Category Keywords Data…
Hướng Dẫn Sử Dụng MLflow Với Python Để Xây Dựng Mô Hình Học Máy trong Databricks
Thư viện MLflow trong Python là một công cụ mạnh mẽ hỗ trợ các nhà phát triển trong việc xây dựng và quản lý quy trình công việc trong các dự án học máy. MLflow…
Hướng dẫn nhập Notebook, .py, .r,… vào Databricks
Cảm ơn bạn đã chia sẻ hướng dẫn rất rõ ràng! Đây là bản tổng hợp lại các bước để import một notebook hoặc file mã nguồn (.r, .py, .ipynb, v.v.) vào Databricks, giúp người…
Hướng dẫn chạy thí nghiệm Azure Machine Learning từ GitHub repository
Nếu bạn có một repository trên GitHub trên máy cục bộ và muốn chạy các thí nghiệm với Azure Machine Learning, hãy làm theo các bước sau: Bước 1: Thiết lập Azure Machine Learning Workspace…
Cụm Tính Toán trong Azure Machine Learning: Hướng Dẫn Cơ Bản
Cụm tính toán trong Azure Machine Learning là gì?Cụm tính toán trong Azure Machine Learning là một tập hợp các tài nguyên điện toán được quản lý bởi Azure để hỗ trợ triển khai và…
How to Check GPU Access in SLURM Clusters
To determine the number of GPUs your account can access in a SLURM-managed cluster, follow these steps: Check Account and Partition Access: Use the command sacctmgr show associations to view your account’s associations with partitions.…
Fixed: OSError: You are trying to access a gated repo. Make sure to have access to it at https://huggingface.co….
OSError: You are trying to access a gated repo. Make sure to have access to it at https://huggingface.co/google/gemma-3-27b-it. 401 Client Error. (Request ID: Root=1-67da7d97-6326b5f53a96415516d2c709;7a741876-1aae-4afd-8d26-afd122bc2c2d) Cannot access gated repo for url https://huggingface.co/google/gemma-3-27b-it/resolve/main/config.json. Access to model google/gemma-3-27b-it…
Principal Components for Neural Network Initialization: A Novel Approach to Explainability and Efficiency
Brief summary: While PCA is traditionally employed for dimensionality reduction and denoising before training, this preprocessing can complicate the interpretability of explainable AI (XAI) methods due to the transformation of input features. To mitigate these…
Bac Bling – English Lyrics in Poems + Explanation
Translation to English Poems: I return to my hometown pond,Clear or murky, it’s still home beyond.My love for my village, steadfast and true,Like fire red, like glue for steel,Fragrance of paddy fields,Haystacks waving until I’m…
Customizing KNN classifier with sklearn
The post describes using custom distance functions with KNeighborsClassifier in scikit-learn. It explains implementing Weighted K-Nearest Neighbors and creating a CustomKNN class, showcasing OOP principles while enhancing KNN functionality and evaluation accuracy.
SSH and SLURM basic and how to send a notification email upon job completion
How to run – basic To run a .sh file with a specific environment using SLURM, you can follow these steps: Here’s an example of a SLURM script (job.sh) that demonstrates these steps: It’s important…
submitted a job but don’t see it in the SLURM queue
If you’ve submitted a job but don’t see it in the SLURM queue, there could be several reasons for this. Let’s troubleshoot: Ensure you received this confirmation. If not, your job may not have been…
google-generativeai & google-genai: a detailed comparison with integration guides
Google offers two libraries for generative AI: google-generativeai for complex, direct work with Gemini models, and google-genai for simplified access and easier integration in applications.
Terms of Service
Welcome to Nguyen Media. These Terms of Service (“Terms”) govern your access to and use of our website, content, services, and applications. By accessing or using our services, you agree to be bound by these…
Vision-Language Models in Healthcare: Unlocking Multimodal Intelligence for Medical Applications
In summary: Vision-Language Models (VLMs) in healthcare represent a significant technological advancement, offering a promising pathway to integrate and analyze multimodal data, including medical imaging and textual reports, to improve diagnostic accuracy, treatment planning, and…
libtorchtext.so: undefined symbol: _ZN5torch3jit17parseSchemaOrNameERKSs TorchText Error Fixed
How to fix the error
libtorchtext.so: undefined symbol: _ZN5torch3jit17parseSchemaOrNameERKSs
when installing torchtext.
Hướng Dẫn Triển Khai Word Embeddings Trong PyTorch
Hướng dẫn này trình bày cách triển khai và huấn luyện word embeddings trong PyTorch bằng nn.Embedding. Để bắt đầu, chúng ta cần định nghĩa mô hình cùng với các tham số cần thiết, như…
Word Embeddings in PyTorch: A Complete Guide
The guide explains implementing, training, saving, and loading word embeddings in PyTorch. It details using nn.Embedding, a neural network model, and demonstrates applied code examples for each step.
Understanding Word Embeddings: Word2Vec vs GloVe + Python Code
Word embeddings like Word2Vec and GloVe provide vector representations of words, capturing meanings and relationships. Word2Vec utilizes a neural network approach, while GloVe is based on matrix factorization from co-occurrence statistics.
WordPiece Tokenization: A Deep Dive
WordPiece Tokenization enhances classical tokenization strategies by breaking words into subwords to manage rare and out-of-vocabulary terms effectively, resulting in improved model performance and better language processing across diverse languages.