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Givanildo Gramacho's Projects

application-guide icon application-guide

Everything you need to know about creating a strong application for the Qiskit Advocates program, all in one place!

cern-quantum-computing-course icon cern-quantum-computing-course

Quantum computing is one the most promising new trends in information processing. In this course, we will introduce from scratch the basic concepts of the quantum circuit model (qubits, gates and measures) and use them to study some of the most important quantum algorithms and protocols, including those that can be implemented with a few qubits (BB84, quantum teleportation, superdense coding...) as well as those that require multi-qubit systems (Deutsch-Jozsa, Grover, Shor..). We will also cover some of the most recent applications of quantum computing in the fields of optimization and simulation (with special emphasis on the use of quantum annealing, the quantum approximate optimization algorithm and the variational quantum eigensolver) and quantum machine learning (for instance, through the use of quantum support vector machines and quantum variational classifiers). We will also give examples of how these techniques can be used in chemistry simulations and high energy physics problems. The focus of the course will be on the practical aspects of quantum computing and on the implementation of algorithms in quantum simulators and actual quantum computers (as the ones available on the IBM Quantum Experience and D-Wave Leap). No previous knowledge of quantum physics is required and, from the mathematical point of view, only a good command of basic linear algebra is assumed. Some familiarity with the python programming language would be helpful, but is not required either.

crewai icon crewai

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

curso-fiot icon curso-fiot

Material do curso Fundamentos da Internet das Coisas

curso-rl-2021 icon curso-rl-2021

Material de aulas e laboratórios para o curso de Aprendizado por Reforço.

dmls-book icon dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

esd2023 icon esd2023

Introdução a Arquitetura e Programação GPUxGPU CUDA curso LNCC 2023

fairlearn icon fairlearn

A Python package to assess and improve fairness of machine learning models.

ganache icon ganache

Personal blockchain for Ethereum development

i2a2-1 icon i2a2-1

Curso I2A2 ABDI IA na Indústria. Conteúdo exclusivo da I2A2 com códigos de IA e roadmap realizado pelos colaboradores da I2A2.

introduction-gnn icon introduction-gnn

Esse repositorio é para o curso de difusão ofericido pelo ICMC/USP Introdução às redes neurais em grafos e suas aplicações em tarefas de aprendizado de máquina.

js-101-beginners-ms icon js-101-beginners-ms

Repositório responsável por todos os códigos desenvolvidos durante a Série para Iniciantes em JavaScript

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