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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Copy Learning Website</title>
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap-icons@1.9.1/font/bootstrap-icons.css">
<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/css/bootstrap.min.css" rel="stylesheet"
integrity="sha384-Zenh87qX5JnK2Jl0vWa8Ck2rdkQ2Bzep5IDxbcnCeuOxjzrPF/et3URy9Bv1WTRi" crossorigin="anonymous">
<link rel="stylesheet" href="./static/style.css">
</head>
<body>
<header class="sticky-top">
<nav class="navbar navbar-expand-md navbar-dark">
<div class="container-xl bg-primary align-items-center">
<a href="#copy-learning" class="navbar-brand">
<i class="bi bi-book-half h3 me-1"></i><span class="fw-bold h3 me-2">Copy Learning</span>
</a>
<a href="https://ericarthuang-my-portfolio-website-streamlit-app-lekabj.streamlit.app/"
class="navbar-brand text-bottom fs-6" target="_blank">
Portfolio
</a>
<!-- toggle button for mobile nav -->
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#main-nav"
aria-controls="main-nav" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<!-- navbar link -->
<div class="collapse navbar-collapse justify-content-end" id="main-nav">
<ul class="navbar-nav">
<li class="nav-item">
<a class="nav-link" href="#learning-map">Self-Learning Map</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#learning-memo">Self-Learning Memos</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#learning-project">Self-Learning Projects</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#learning-video">Self-Learning Videos</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#contact">Contact</a>
</li>
</ul>
</div>
</div>
</nav>
</header>
<main>
<section class="container-xl text-center mb-4" id="copy-learning">
<div>
<h1 class="text-primary">Welcome to My Copy Learning Website</h1>
<img class="d-block m-auto" src="./static/卡卡西.png" alt="卡卡西" width="300">
</div>
</section> <br></br>
<section class="container-xl text-center mb-4" id="learning-map">
<div>
<h2 class="text-primary">My Self-Learning Map</h2>
<img id="map" class="d-block m-auto" src="./static/Self-Learning_Map.jpg" alt="Self-Learning_Map"
width="360">
</div>
</section>
<br></br>
<section class="container-xl text-center mb-4" id="learning-memo">
<h2 class="text-primary">My Self-Learning Memos</h2>
<div class="row d-block text-center">
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_PL_Cplusplus.pdf'
role="button" target="_blank">
Language C<sup>++</sup>
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_Python_OOP_Decorator.pdf' role="button"
target="_blank">
Python_OOP_Decorator
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_Data_Structure.pdf'
role="button" target="_blank">
Data Structure
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_Operating_System.pdf'
role="button" target="_blank">
Operating System
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_COA.pdf' role="button"
target="_blank">
COA
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_Nerwork.pdf' role="button"
target="_blank">
Network
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_CyberSecurity_All.pdf'
role="button" target="_blank">
CyberSecurity
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_Machine_Learning.pdf'
role="button" target="_blank">
Machine Learning
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_DL_Tensorflow.pdf'
role="button" target="_blank">
Deep Learning - Tensorflow
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_DL_Pytorch_Basics-Colaboratory.pdf'
role="button" target="_blank">
Deep Learning - Pytorch Basics
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_DL_Pytorch Tutorial-Colab.pdf'
role="button" target="_blank">
Deep Learning - Pytorch Tutorial
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_Natural_Language_Processing.pdf'
role="button" target="_blank">
NL Processing
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_DevOps_CICD.pdf'
role="button" target="_blank">
DevOps & CI/CD
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_DevOps_GitHub.pdf'
role="button" target="_blank">
DevOps - GitHub
</a>
<a class="btn btn-secondary btn-sm col-3 me-1 my-1"
href='./templates/Memo_DevOps_Docker.pdf'
role="button" target="_blank">
DevOps - Docker
</a>
</div>
</section>
<br></br>
<section class="container-xl text-center mb-4" id="learning-project">
<h2 class="text-primary">My Self-Learning Projects</h2>
<div>
<span class="tt" data-bs-placement="bottom" title="
1.Using Convolution Neural Network for Image Classification;
2.Using Data augmentation and Dropout to Address Overfitting;
3.Using Transfer Learning to Train;
4.Future Plan: Pytorch Project">
<a class="btn btn-primary btn-sm col-3 me-1 my-1" href="./templates/Project_Computer_Vision.pdf"
role="button" target="_blank">
Deep Learning - CV
</a>
</span>
<span class="tt" data-bs-placement="bottom" title="
1.Scraping Topics and Repositories on GitHub;
2.Grabing Topic Title, Topic Description, Topic URL, Username, Repository name, Stars and Repository URL to Pandas and CSV file;
3.Crawling IMDB Top 250 and Randomly Select A Movie;
4.Future Plan: Using A REST API to Retrieve Data as JSON and Scraping Multiple Pages">
<a class="btn btn-primary btn-sm col-3 me-1 my-1" href="./templates/Project_WebScraping.pdf"
role="button" target="_blank">
Data Analysis - Scraping
</a>
</span>
<span class="tt" data-bs-placement="bottom" title="
1.Using Python and Streamlit to design a simple website;
2.Integrate GitHub with Streamlit App to deploy;
3.Using Lottie Animations to Enhance;
4.Futer plan: Integrate Streamlit with Data Analysis">
<a class="btn btn-primary btn-sm col-3 me-1 my-1" href="./templates/Project_WD_Streamlit.pdf"
role="button" target="_blank">
Web Application - Streamlit
</a>
</span>
<span class="tt" data-bs-placement="bottom" title="
1.Create, Update and Delete Blog Post;
2.Login and Logout System, Reset Email and Pasword;
3.Use AWS S3 to Storage Media Files;
4.Future Plan: Deploy to Railway and AWS EC2">
<a class="btn btn-primary btn-sm col-3 me-1 my-1" href="./templates/Project_WD_Django_Blog.pdf"
role="button" target="_blank">
Web Application - Django
</a>
</span>
<span class="tt" data-bs-placement="bottom" title="
1.Integrate with Postgres;
2.Learning Sqlalchemy, Pydentic, Hasing Password, Token, Alembic, and Pytest;
3.Using Docker and GitHub Actions to Deploy;
4.Future Plan: Integration with AWS Cloud">
<a class="btn btn-primary btn-sm col-3 me-1 my-1" href="./templates/Project_WD_FastAPI.pdf"
role="button" target="_blank">
Web Application - FastAPI
</a>
</span>
<span class="tt" data-bs-placement="bottom" title="
1.Learning NGINX;
2.Using Docker Compose to Deploy Django app to AWS EC2;
3.Integrate with AWS RDS Postgres and AWS ROUTE 53;
4.Future Plan: Integrate with GitHub Actions">
<a class="btn btn-primary btn-sm col-3 me-1 my-1" href="./templates/Project_DevOps_DjangoToEC2.pdf"
role="button" target="_blank">
DevOps - Deploy to EC2
</a>
</span>
</div>
</section>
<br></br>
<section class="container-xl text-center mb-4" id="learning-video">
<h2 class="text-primary">My Self-Learning Videos</h2>
<div class="row d-block text-center mb-3">
<h6 class="text-secondary" id="Mathematics">Mathematics</h6>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLblh5JKOoLUK0FLuzwntyYI10UQFUhsY9&si=WE2A3scV5MTUbOmu'
role="button" target="_blank">
Statistics Fundamentals
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr'
role="button" target="_blank">
Essence of Calculus
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab'
role="button" target="_blank">
Essence of Linear Algebra
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLybg94GvOJ9En46TNCXL2n6SiqRc_iMB8'
role="button" target="_blank">
Linear Algebra
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi'
role="button" target="_blank">
Neural networks
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF'
role="button" target="_blank">
Machine Learning & Deep Learning
</a>
</div>
<div class="row d-block text-center mb-3">
<h6 class="text-secondary" id="Programming-Language">Programming Language</h6>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLY_qIufNHc293YnIjVeEwNDuqGo8y2Emx' role="button" target="_blank">
Start from C
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PL2_aWCzGMAwLSqGsERZGXGkA5AfMhcknE'
role="button" target="_blank">
Programming through C
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLdo5W4Nhv31a8UcMN9-35ghv8qyFWD9_S'
role="button" target="_blank">
Programming in C
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLBlnK6fEyqRggZZgYpPMUxdY1CYkZtARR'
role="button" target="_blank">
C Programming
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://www.youtube.com/embed/KJgsSFOSQv0?start=2713' role="button" target="_blank">
C Programming Tutorial for Beginners
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLMHSr8fseBzUvwjKtR6pX0Vv9Q9H-V3lY' role="button" target="_blank">
Programming in C<sup>++</sup>
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://www.youtube.com/embed/vLnPwxZdW4Y'
role="button" target="_blank">
C<sup>++</sup> Tutorial for Beginners
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLnKth7bLoeC7qVyi1dVn8EEV8k99cCTHl&si=-qO3klmOtcVoobqh'
role="button" target="_blank">
C<sup>++</sup> Basic
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLnKth7bLoeC6A117YeDEItA25GK3jwAXD&si=wlr6SZytHYob23g-'
role="button" target="_blank">
C<sup>++</sup> Advance
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PL-osiE80TeTskrapNbzXhwoFUiLCjGgY7'
role="button" target="_blank">
Python Programming Beginner Tutorials
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PL-osiE80TeTt2d9bfVyTiXJA-UTHn6WwU&si=A53-4VK0bIHbUUZF' role="button" target="_blank">
Python Tutorials
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://www.youtube.com/watch?v=UjeNA_JtXME'
role="button" target="_blank">
Python for Everybody
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLZPZq0r_RZOMhCAyywfnYLlrjiVOkdAI1&si=qveRTXdDbqjkKAGk'
role="button" target="_blank">
Java tutorial for beginners
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLLvkCoNQR6EWLduPHn8_XjzKh0HDK4wg3&si=XVvtgKNVkBwTT8EB'
role="button" target="_blank">
Java Road Basic
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLLvkCoNQR6EXP9sqUa7npDxog-Ph2sR3B&si=qFWD6knNYjiHrQEG'
role="button" target="_blank">
Java Road Advance
</a>
</div>
<div class="row d-block text-center mb-3">
<h6 class="text-secondary" id="DSA">Data Structure and Algorithms</h6>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://www.youtube.com/watch?v=B31LgI4Y4DQ'
role="button" target="_blank">
Data Structures - Using C and C++
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://www.youtube.com/watch?v=V42FBiohc6c&list=PL2_aWCzGMAwI9HK8YPVBjElbLbI3ufctn'
role="button" target="_blank">
Time complexity of a computer program
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PL2_aWCzGMAwKedT2KfDMB9YA5DgASZb3U'
role="button" target="_blank">
Sorting Algorithms
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLdo5W4Nhv31bbKJzrsKfMpo_grxuLl8LU'
role="button" target="_blank">
Data Structures and Algorithms
</a>
<a class="btn btn-outline-info btn-sm col-3 me-1 my-1"
href='https://youtube.com/playlist?list=PLBlnK6fEyqRj9lld8sWIUNwlKfdUoPd1Y'
role="button" target="_blank">
Data Structures
</a>
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Design and Analysis of algorithms
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DS and Algorithms in Python 1
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DS and Algorithms in Python 2
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Data Structure Tutorial
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Java - DSA
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Machine Learning Tutorial Python
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Machine Learning with Python
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Deep Learning with PyTorch
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Deep Learning With Tensorflow
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DS & ML Project
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NLP with Deep Learning
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Introduction to NLP
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Mathematics for data science
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Python for Data Science
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Data Analysis with Python Course
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Pandas Tutorials
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Matplotlib Tutorials
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Seaborn Beginner to Pro
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Power BI Project For Beginners
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Power BI Tutorial
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Microsoft Power BI
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Jumpy
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Flappy Bird
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Platformer
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Shooter Game
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Level Editor
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Python API Development
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Web Applications for Everybody Course
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PHP Tutorial for Beginners
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HTML & CSS Tutorial
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Javascript Fundamentals
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JavaScript Full Course for Beginners
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15 Vanilla Javascript Projects
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<h6 class="text-secondary" id="Scraping">Web Scraping</h6>
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Web Scraping with Requests
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BeautifulSoup and Requests
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Python Requests Tutorial
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Python Web Scraping Project
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Selenium Web Scraping Project
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MongoDB - noSQL Database
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Master Using SQL with Python
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Django deployment
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Computer Organization - Bilkent
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COA
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Computer Organization & Architecture
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MIPS ISA (1 of 2)
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MIPS ISA (2 of 2)
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Virtual Memory
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Operating Systems - UMass
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Operating Systems - Bilkent
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Internet History and Technology
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Networking Fundamentals
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Network Address Translation
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Computer Networks
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CompTIA Network+ Certification
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CompTIA Network+ Study Guides
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CompTIA Security + Study Guides
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