hrolive,Hugo Oliveira,github

advanced-deep-learning-with-transformers

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.

applications-of-ai-for-anomaly-detection

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.

applications-of-ai-for-predictive-maintenance

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.

basic-quantum-computing-algorithms-and-their-implementation-in-cirq

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).

big-data-analysis-with-hadoop-and-rhadoop

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.

computer-vision-nanodegree

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

data-analytics-in-the-era-of-large-scale-machine-learning

Slides and other material for the Cyprus NCC training event about "Data analytics in the era of large-scale machine learning".

deep-learning-nanodegree

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

deep-learning-week

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.

deep-reinforcement-learning-nanodegree

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

disaster-response-pipeline

A machine learning pipeline that categorizes disaster related messages so that they can be sent to the appropriate disaster relief agency

facebook-pytorch-scholarship-challenge

PyTorch implementation of a deep learning network to identify 102 different types of flowers, developed for the Facebook PyTorch Scholarship Challenge

feedzai-catch-the-fraudster

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.

from-data-to-insights-with-google-cloud-platform

Four-course accelerated online specialization teaches course participants how to derive insights through data analysis and visualization using the Google Cloud Platform

fundamentals-of-accelerated-computing-with-cuda-c-cpp

Accelerate and optimize existing C/C++ CPU-only applications using the most essential CUDA tools and techniques.

har_cnn

This is the official repository for the CNN implementation of the HAR project

har_pytorchandroid

This is the official repository for the Android Part of the HAR app

introduction-to-bayesian-statistical-learning

Concepts of Bayesian Statistics, Bayesian inference, computational techniques and knowledge about the different types of models as well as model selection procedures.

introduction-to-explainable-deep-learning-on-supercomputers

A solid foundational understanding of XAI, primarily emphasizing how XAI methodologies can expose latent biases in datasets and reveal valuable insights.

introduction-to-quantum-computing-hybrid-hpc-qc-systems

ENCCS joined forces with NordIQuEst to deliver a workshop covering the fundamentals of quantum computing and hybrid HPC-QC systems.

introduction-to-scalable-deep-learning

In this course, we will cover machine learning and deep learning and how to achieve scaling to high performance computing systems.

leetcode-python-solutions

This repository contains my solutions to several LeetCode problems, in Python.

lip-data-science-school

School with courses on data science currently used in HEP (High Energy Physics) and astroparticle physics

mastering-transformers-from-building-blocks-to-real-world-applications

Training materials and accompanying documentation for "Mastering Transformers: From Building Blocks to Real World Applications" training.

patc-big-data-analytics-bsc

Introduction to the main concepts and technologies related to Big Data and Data Analytics and its applications to real projects.

poland-end-to-end-llm-bootcamp

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.

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