hrolive Goto Github PK
Name: Hugo Oliveira
Type: User
Bio: Data Scientist & Team Leader @ ITGest
Location: Portugal
Name: Hugo Oliveira
Type: User
Bio: Data Scientist & Team Leader @ ITGest
Location: Portugal
Workshop that will take you from Graph Neural Networks (GNNs) to Transformers, architectures which have led to numerous breakthrough achievements in a variety of fields such as Natural Language Processing (NLP), chemistry, and physics.
Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare supervised and unsupervised learning techniques.
Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.
A course that includes topics such as an introduction to quantum computing and its applications (e.g., quantum teleportation), quantum entanglement and superposition (shown on Bernstein-Vazirani and Simon's algorithms), Grover's algorithm, the quantum Fourier transform and practical examples of its use (quantum phase estimation, Shor's algorithm).
Foundations of “Big Data” processing by introducing the Hadoop distributed computing architecture and providing an introductory level tutorial for Big Data analysis using Hadoop, Rhadoop, and R libraries parallel, doParallel, foreach and Rmpi.
As one of the 300 scholars chosen among 6,000 from the first phase, "Secure and Private AI" by Facebook AI, I have earned a full scholarship to Udacity’s Computer Vision Nanodegree
Slides and other material for the Cyprus NCC training event about "Data analytics in the era of large-scale machine learning".
As one of the top 3% students from the first phase, "PyTorch Scholarship Challenge" by Facebook AI, I have earned a full scholarship to Udacity’s Deep Learning Nanodegree program
This 5 day online course was co-organised by LRZ and NVIDIA Deep Learning Institute (DLI), combined lectures about Fundamentals of Deep Learning for Single and for Multi-GPUs, Building Transformer-Based Natural Language Processing Applications and Deep Learning on LRZ systems.
As one of the top 2% students from the 2nd phase of the "PyTorch Scholarship Challenge" by Facebook AI, I have earned a full scholarship to Udacity’s Deep Reinforcement Learning Nanodegree program
A machine learning pipeline that categorizes disaster related messages so that they can be sent to the appropriate disaster relief agency
PyTorch implementation of a deep learning network to identify 102 different types of flowers, developed for the Facebook PyTorch Scholarship Challenge
The goal of the competition was to predict fraudulent transactions on a dataset with about 40 million instances, with some characteristics similar to the datasets processed by Feedzai.
Four-course accelerated online specialization teaches course participants how to derive insights through data analysis and visualization using the Google Cloud Platform
Accelerate and optimize existing C/C++ CPU-only applications using the most essential CUDA tools and techniques.
This is the official repository for the CNN implementation of the HAR project
This is the official repository for the Android Part of the HAR app
Concepts of Bayesian Statistics, Bayesian inference, computational techniques and knowledge about the different types of models as well as model selection procedures.
A solid foundational understanding of XAI, primarily emphasizing how XAI methodologies can expose latent biases in datasets and reveal valuable insights.
ENCCS joined forces with NordIQuEst to deliver a workshop covering the fundamentals of quantum computing and hybrid HPC-QC systems.
In this course, we will cover machine learning and deep learning and how to achieve scaling to high performance computing systems.
This repository contains my solutions to several LeetCode problems, in Python.
School with courses on data science currently used in HEP (High Energy Physics) and astroparticle physics
Training materials and accompanying documentation for "Mastering Transformers: From Building Blocks to Real World Applications" training.
Introduction to the main concepts and technologies related to Big Data and Data Analytics and its applications to real projects.
This bootcamp is designed to give NLP researchers an end-to-end overview on the fundamentals of NVIDIA NeMo framework, complete solution for building large language models. It will also have hands-on exercises complimented by tutorials, code snippets, and presentations to help researchers kick-start with NeMo LLM Service and Guardrails.
Python from an HPC viewpoint, the most practical tools, and various indispensable libraries for HPC use cases.
ENCCS is now again joining forces with the Wallenberg Centre of Quantum Technologies (WACQT) and the Nordic/Baltic NordIQuEst project to deliver a three-day autumn school covering the fundamentals of quantum computing.
A practical introduction to quantum computing: from qubits to quantum machine learning and beyond
Analyze the interactions that users have with articles on the IBM Watson Studio platform and make recommendations to them about new articles, using various recommendation engines.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.