caonhatlinhth

delays-prediction-us-airlines

This project is aimed at analyzing the factors leading to commercial flight delays, specifically targeting small airlines. Classification algorithms were used to build predictive model which forecast the probability of delays in small airlines in the US.

nyc-airbnb-booking-price-prediction

The goal of project is to convert untidy data into appropriate formats to analyze. In this project, I prepare machine learning data models to correct mistakes in dataset and predict the price.

DeepLearning.AI-deep-learning-specialization

This repository contains all the code, projects, assignments, and datasets from my Deep Learning Specialization course (Andrew Ng.). The specialization focused on fundamental concepts and cutting-edge applications of deep learning using Python and popular deep learning framework - TensorFlow.

hand-gesture-recognition

This project focuses on the recognition of hand gestures in real-time using a live webcam feed. It's an exciting application of computer vision and machine learning techniques, specifically designed to understand and interpret human hand gestures.

HCUP-healthcare-project

This project aims to analyze and understand chronic diseases, specifically Type 1 Diabetes and Asthma, among children, teenagers, and adolescents in the United States. It leverages extensive healthcare data to gain insights into the prevalence and demographic distribution of these diseases.

bank-saving-account-prediction

By analyzing various customer attributes and historical data, the models aim to provide accurate predictions that can help banks optimize their customer acquisition strategies.

art-generation-neural-style-transfer

Embarking on a journey at the intersection of deep learning and art, I've harnessed the power of neural networks to transform ordinary photos into breathtaking artworks reminiscent of Claude Monet's iconic style.

big-data-management-pyspark

This repository contains the code and materials for the "Big Data Management" class. The class covers various concepts, techniques, and tools related to the management and processing of big data. It provides hands-on experience with technologies such as Apache Spark, PySpark, and related libraries.

caonhatlinhth

cnn-practice

caonhatlinhth/deep-learning-fundamentals-lightning-ai

This repository houses all of my work, codes, assignments, and datasets from the Deep Learning Fundamentals course instructed by Sebastian. The course laid a solid foundation in understanding the core principles of deep learning, involving the creation and optimization of neural networks using Python and PyTorch.

caonhatlinhth/middle-mile-delivery-optimization

caonhatlinhth/HCUP-healthcare-project

This project aims to analyze and understand chronic diseases, specifically Type 1 Diabetes and Asthma, among children, teenagers, and adolescents in the United States. It leverages extensive healthcare data to gain insights into the prevalence and demographic distribution of these diseases.

caonhatlinhth/hand-gesture-recognition

This project focuses on the recognition of hand gestures in real-time using a live webcam feed. It's an exciting application of computer vision and machine learning techniques, specifically designed to understand and interpret human hand gestures.

caonhatlinhth/big-data-management-pyspark

This repository contains the code and materials for the "Big Data Management" class. The class covers various concepts, techniques, and tools related to the management and processing of big data. It provides hands-on experience with technologies such as Apache Spark, PySpark, and related libraries.

caonhatlinhth/cnn-practice

caonhatlinhth/DeepLearning.AI-ML-specialization

This repository serves as a comprehensive collection of the programming assignments completed by me during the Machine Learning Specialization course. Each assignment showcases the practical application of various machine learning techniques and algorithms, underlining my growing proficiency in this domain.

caonhatlinhth/microsoft-stock-price-forecasting

caonhatlinhth/time-series-projects-practice

caonhatlinhth/DeepLearning.AI-sequences-time-series-and-prediction

caonhatlinhth/caonhatlinhth

caonhatlinhth/DeepLearning.AI-deep-learning-specialization

This repository contains all the code, projects, assignments, and datasets from my Deep Learning Specialization course (Andrew Ng.). The specialization focused on fundamental concepts and cutting-edge applications of deep learning using Python and popular deep learning framework - TensorFlow.

caonhatlinhth/DeepLearning.AI-tensorflow-developer-NLP

This repository encompasses all my work, code, datasets, and pertinent details related to my projects in Natural Language Processing (NLP).

caonhatlinhth/DeepLearning.AI-tensorflow-developer-CNN

This repository encompasses all my work, code, datasets, and pertinent details related to my projects in Convolutional Neural Network (CNN).

caonhatlinhth/us-median-house-price-forecast

We delve deep into the historical data of US median house prices to forecast their trajectory for the next six years (2023-2029). Leveraging advanced time series analysis techniques, our goal is to identify patterns, trends, and factors influencing these prices to provide a robust forecast.

caonhatlinhth/garment-worker-productivity-prediction

This repository is dedicated to predicting the productivity of garment workers using advanced classification models and PySpark.

caonhatlinhth/leet-code-practice

caonhatlinhth/delays-prediction-us-airlines

This project is aimed at analyzing the factors leading to commercial flight delays, specifically targeting small airlines. Classification algorithms were used to build predictive model which forecast the probability of delays in small airlines in the US.

caonhatlinhth/art-generation-neural-style-transfer

Embarking on a journey at the intersection of deep learning and art, I've harnessed the power of neural networks to transform ordinary photos into breathtaking artworks reminiscent of Claude Monet's iconic style.

caonhatlinhth/ship-valuation_harvard_case_study

This report provides insight from data analysis that was conducted to estimate the optimal bidding price for capesize bulk carrier, the Bet Performer.

caonhatlinhth/time-series-analysis-class

This repository contains a collection of projects and examples focused on time series analysis using the R programming language. Whether you're new to time series or an experienced practitioner, this repository aims to provide a comprehensive resource for understanding, implementing, and visualizing various time series techniques.

caonhatlinhth/sql-projects

Welcome to my SQL Projects Repository! This is the central hub for all coursework, projects, and learning resources from my journey into the world of SQL (Structured Query Language).

caonhatlinhth/ml-in-data-science-ms-learn

Exploratory data analysis and customizing architectures from the most basic classical machine learning models.

caonhatlinhth/data-mining-with-R

Providing a comprehensive introduction to data mining techniques using the R programming language. Covers key concepts, algorithms, and best practices for exploring, modeling, and analyzing complex datasets.

caonhatlinhth/bank-saving-account-prediction

By analyzing various customer attributes and historical data, the models aim to provide accurate predictions that can help banks optimize their customer acquisition strategies.

caonhatlinhth/nyc-airbnb-booking-price-prediction

The goal of project is to convert untidy data into appropriate formats to analyze. In this project, I prepare machine learning data models to correct mistakes in dataset and predict the price.

caonhatlinhth/text-mining-with-nltk-kindle-book-reviews

Analyzing the sentiment of Kindle book reviews using N-gram analysis and NLTK. Provides an in-depth examination of customer opinions and feedback on Kindle books, uncovering patterns and trends in the data.

caonhatlinhth/text-mining-lebow-college-student-and-employment-feedback

I performed text mining, sentiment analysis, thematic analysis, and score calculation on LeBow's coop program data

caonhatlinhth/think-python

Starting to learn a new programming language is not an easy part of career development. I have learnt Python since 2021 thank to helpful knowledges in Think Python.