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3dfolio

ames_house_price_prediction

This is a house price prediction study which utilized Exploratory Data Analysis, Dealing with Missing Values, Linear Regression with LASSO and Ridge regularization to predict house prices in the Ames Housing Data Set

bcg_data_science_virtual_experience_program

bigdata_covid_analysis

Big data analysis of COVID-19 using jupyter notebook and pyecharts

chatgpt_openai

A language model chatbot developed by OpenAI based on GPT 3.5. Users can interact with bot, write, debug code and explain almot everything.

cms_blog_app

It is a Content Management System (CMS) of showcasing different kinds of Asian cuisine with full markdown recipes, author information and comments down blow.

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

data_analysis_ex

10 very popular data analysis exercises I have practised with jupyter notebook in my spare time, including Iris flowers, Titanic, K means clustering, linnear regression and logistic regression etc.

data_science_virtual_internship

distributed_system_booking

This is the group miniproject of DIT355 Distributed Systems

distributed_system_bookingui

This is the group miniproject of DIT355 Distributed Systems

dit112-v20-miniprojekt-systemutveckling

This is the group miniproject of DIT112 V20 Miniprojekt: Systemutveckling.

dit181-data-structures-and-algorithms

dit632-utveckling-av-inbyggda-och-realtidssystem

This is the assigments of DIT632 V21 Utveckling av inbyggda- och realtidssystem.

dit638-cyber-physical-systems-and-systems-of-systems

This is the group miniproject of DIT638 Cyber Physical Systems and Systems of Systems.

dit821-software-engineering-for-ai-systems

This is the assignments of DIT821 Software Engineering for AI system, which is same with weekly exercises of Coursera Machine Learning by Andrew NG.

facial_emotion_detection

Facial emotion detection is the task of recognizing a person's emotional state among angry, disgust, fear, happy, neutral, sad and surprise using CNN deep learning technology.

fashion-class-classification

In this project, we will create a classifier to classify fashion clothing into 10 categories learned from Fashion MNIST dataset.

fullstack_project

This is a fullstack MERN application to take memories with message and hashtag. Users can edit, delete the memories and count thumb up times.

gourment_shanghai_kitchen

A modern UI and UX restaurant menu page website avaialable for both laptop and mobile devices.

homecook

This is the assignment of DIT341 Mobile and Web Development HT20. This course covers key concepts, technologies, and skills for server-side and client-side Web and mobile programming, with a particular focus on basic technologies for interactive full- stack Web programming (HTML, CSS, JavaScript).

image_annotation

k_means_clustering_airbnb

This is a study case to cluster and group customers based on their data and consumption behaviour data, analyze the core characteristics of user groups.

keep_fit_fitness_app

A fitness training application that help you browse more than one thousand exercises with examples, similiar exercises and even much more. You can choose specific muscle groups to workout in the gym without a coach.

linear_regression_red

This is a case study of RED company based on user data and consumption behavior data. It uses Python to build a linear regression model to predict the changes in the user's purchasing amount and find the factors that have a greater impact on users' purchasing amount. The linear regression effect of the data provided is not good and it is only used for practicing the linear regression.

linkedin-skill-assessments-quizzes

Full reference of LinkedIn answers 2023 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers

logistic_regression_tmall

ml_face_mask_detection

Face Mask Detection is the task of recognizing if a person is wearing a mask or not using Machine Learning technology.

personal_portfolio

First version of my portfolio of introducing myself, my background, projects and technologies I have used in the past year 2022 and 2023.

portfolio_v2

Second version of my portfolio of introducing myself, my background, projects and technologies I have used in the past year 2022 and 2023 currently.