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automl

Autonomous Machine Learning System - Find Model Hyperparameters and visualize Data plus Results

blockchain_game_numbers

c_bubbleshort_of_doubly_linked_list_using_pointers

Making bubblesort algorithm that sorts in ascending order a doubly linked list Using Pointers and memory allocation Edit Manage topics

c_game_of_life_pointers_graphics

classic_neural_network_vs_c3d_identification_dynamic_texture

In this project Dynamic Texture is identified with two different methods: Classic Neural Networks and C3D (Convolutional Neural Network 3D)

convolutional_neural_network_mnist

Building a Convolutional Neural Network with TensorFlow as an introduction to the field

convolutional_neural_networks_applications

Two applications of Convolutional Deep Neural Networks that I built during a CNN Specialization

cuda_parallel_histogram_implementation

The goal was the parallel implementation of Image Histogram, achieving best possible speed and maximum accuracy.

deep_neural_network_applications

Two applications of Deep Neural Networks that I built during a DNN Specialization

dynamic_javascript_game_hangman

A Dynamic Game was developed in Javascript, in order to learn and understand the backend logic of a webapp language.

eden-app-2-frontend

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factory_inspection_microcontrollers_asembly

An automated factory inspection system was built, using Microcontrollers-Assembly Atmega16

filters_frequency_domain_image_processing

Developing filters from scratch in the frequency domain. Main goal is to apply them on images to recognize image patterns

find_similar_documents_locality_sensitive_hashing

Word Embeding and Vectorization

gpt3-ai-test

identify_motion_environment_via_raspberypi-camera

Use of a RaspberryPi and a camera with dedicated function the identification of the motion in the environment and the start of recording, with ultimate goal the actual stitching of video footage that contains only the important information.

image_processing_masks-convolution

Developing from scratch masks that change images and apply them via Convolution, with the purpose of understanding the basics of Image Processing

kmeans_cuda

K-means using CUDA, this is a parallel implementation of the classic Machine Learning algorithm Kmeans

master_chef_objectoriented_c

Creating a Master Chef game without graphics for better understanding of Object Oriented C++

mlops_courseudemy

neural_network_from_scratch

Building a Neural Network from zero without a framework like TensorFlow or Pytorch

neural_network_with_tensorflow

Using TensorFlow framework to create a simple Neural Network as an introduction to the field

nlp_naturallanguageprocessing

Working with NLTK which is a python library for Natural Language Processing and DataMining

nodejs_webapp

Full Back-End Server using NodeJS, JavaScript, CSS and HTML. Already Implemented Users, login system, API for collection of information

note_app_javascript

This is an Interactive app built from scratch in JavaScript

openzeppelin-contracts

OpenZeppelin Contracts is a library for secure smart contract development.

optical_flow_estimation_using_opencv

This project is being used as a stepping stone to my Dynamic texture video projects. We are using this code to estimate optical flow and use it later for Dynamic Texture Identification.

reinforcment_learning_network_frozenlake-

reinforcment learning Deep Q Network - Tensorflow - FrozenLake

robotics_movement_avoiding-obstacles

This is a Robotics project: we have N Robots and multiple objects. The Robots need to work in a chain while avoiding objects.

sequence_models_application

Three applications of Sequence Models that I built during a SM specialization