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Ngo Kiet's Projects

19clc5-intro2ai-catdogclassification icon 19clc5-intro2ai-catdogclassification

A project of Introduction to AI course to implement a machine learning model for classifying cat and dog images. The Jupyter Notebook file is for running on Google Colab.

astarpathfinding_topoimage icon astarpathfinding_topoimage

Project 1 of "Introduction to AI" course. Implement A-Star algorithm to find path between two points on topographic image. Made by Team K&K: nvakiet, ptvinhkhue.

bigdata_lab2_mapreduce icon bigdata_lab2_mapreduce

Lab Project 2 of Introduction to Big Data course. This project is for getting started with MapReduce.

fsdl-text-recognizer-2022-labs icon fsdl-text-recognizer-2022-labs

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

intro2ml-seminar-maskrcnn icon intro2ml-seminar-maskrcnn

A seminar project of my Introduction to Machine Learning course. Research about the Mask RCNN neural network.

l2_regularization icon l2_regularization

A report and Python source code of L2 Regularization with Logistic Regression

placesremember icon placesremember

A simple website for keeping notes about locations you have visited.

redis_bigdata icon redis_bigdata

Our school project to do a brief research about Redis and make a simple demo program with Redis.

sparkml-regression_and_classification icon sparkml-regression_and_classification

This is a homework for Introduction to Big Data course. This exercise focuses on practicing to use The PySpark.ML library of Apache Spark to solve machine learning problems.

topic_extraction icon topic_extraction

A web application to extract top N topics from a corpus of texts and images. This repository includes all the codes for processing the data, building & training the model, along the with the web app source code using Streamlit and FastAPI.

xzceb-flask_eng_fr icon xzceb-flask_eng_fr

Final project using Flask from Coursera's Python Project for AI & Application Development course.

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