Notes

When I learn something new, I write it down here. It helps me to remember and understand better. I hope you find it useful.

Blog posts
...more

How do I create this site (reasons and tips)?

Demo of notion-x and all components on this website

A collection of learning resources for the AI world

A collection of learning resources for Computer Science / Web Dev

My taste of reading

Why and how am I taking notes?

Pinned notes

Reading: Hands-On ML - Quick notes (Chapter 10 — 13) draft

[Check] Quick Test

Reading: You Don't Know JS Yet 2 (Scope & Closures) - Quick notes (from Chapter 6) draft

Dataquest - Data Scientist path draft

Reading: Grokking Algorithms - Quick notes draft

Reading: ng-book (quick notes) draft

[Check] Quick Discrete

Note for course Algorithms Princeton: Part 1 draft

Recently updated notes

How do I create this site (reasons and tips)?

Web Design / CSS / SCSS discrete note

Azure things draft

OpenAI vs Mistral vs Claude vs Gemini APIs

Reading: Hands-On ML - Quick notes (Chapter 13 —) draft

Reading: Hands-On ML - Chap 2: End-to-End ML Project

Reading: Hands-On ML - Chap 1: The ML Landscape

Creating a Chrome extension draft

Heroku things draft

Fresh MacOS installation + tips

Reading: You Don't Know JS Yet 2 - Scope & Closures (Chap 1 — Chap 5)

Reading: You Don't Know JS Yet 1 - Get Started

API & Services ...more

How do I create this site (reasons and tips)?

Azure things draft

OpenAI vs Mistral vs Claude vs Gemini APIs

Heroku things draft

A collection of learning resources for the AI world

Hướng dẫn chi tiết tạo ra trang web dinhanhthi.com v6 draft

[Check] Quick Equation

Google Vertex AI

Angular ...more

A collection of learning resources for Computer Science / Web Dev draft

Angular discrete notes

Angular Forms discrete notes draft

Angular errros and solutions draft

Understand changeDetection in Angular draft

Integrate Tailwind into the current project (case: using Bootstrap + Angular)

Reading: ng-book (quick notes) draft

[Check] Quick Equation

Data Structures & Algorithms (DSA)...more

[Check] Quick Test

A collection of learning resources for Computer Science / Web Dev draft

Reading: Grokking Algorithms - Quick notes draft

LeetCode 1 draft

Problem solving 1 draft

[Check] Quick Discrete

Note for course Algorithms Princeton: Part 1 draft

[Check] Quick integrations

Data Science ...more

Reading: Hands-On ML - Quick notes (Chapter 10 — 13) draft

Reading: Hands-On ML - Quick notes (Chapter 13 —) draft

Reading: Hands-On ML - Chap 2: End-to-End ML Project

Reading: Hands-On ML - Chap 1: The ML Landscape

Reading: Hands-On ML - Quick notes (Chapter 4 — 9)

Reading: Hands-On ML - Chap 3: Classification

A collection of learning resources for the AI world

PostgreSQL and sqlalchemy things draft

Deep Learning ...more

Reading: Hands-On ML - Quick notes (Chapter 10 — 13) draft

Reading: Hands-On ML - Quick notes (Chapter 13 —) draft

Reading: Hands-On ML - Chap 2: End-to-End ML Project

Reading: Hands-On ML - Chap 1: The ML Landscape

Reading: Hands-On ML - Quick notes (Chapter 4 — 9)

Reading: Hands-On ML - Chap 3: Classification

A collection of learning resources for the AI world

R-CNN & Fast R-CNN & Faster R-CNN & Mask R-CNN draft

Generative AI

OpenAI vs Mistral vs Claude vs Gemini APIs

JavaScript ...more

Reading: You Don't Know JS Yet 2 (Scope & Closures) - Quick notes (from Chapter 6) draft

Reading: You Don't Know JS Yet 2 - Scope & Closures (Chap 1 — Chap 5)

Reading: You Don't Know JS Yet 1 - Get Started

A collection of learning resources for Computer Science / Web Dev draft

TypeScript discrete notes

JavaScript

RxJS discrete notes

Cool JavaScript things I wish I knew much earlier draft

MLOps ...more

Azure things draft

Heroku things draft

A collection of learning resources for the AI world

DS & ML with Mac M1

Terminal + ZSH

Docker

Dataquest - Data Scientist path draft

A workflow for creating a Docker image with support for TensorFlow, PyTorch, and GPU

MOOC ...more

A collection of learning resources for the AI world

A collection of learning resources for Computer Science / Web Dev draft

Note for couse DL 4: CNN draft

Note for couse DL 1: NN and DL

My first try to create a macOS app draft

Note for couse DL 2: Improving DNN: Tuning, Regularization and Optimization

Dataquest - Data Scientist path draft

Note for course Algorithms Princeton: Part 1 draft

Machine Learning ...more

Reading: Hands-On ML - Quick notes (Chapter 10 — 13) draft

Reading: Hands-On ML - Quick notes (Chapter 13 —) draft

Reading: Hands-On ML - Chap 2: End-to-End ML Project

Reading: Hands-On ML - Chap 1: The ML Landscape

Reading: Hands-On ML - Quick notes (Chapter 4 — 9)

Reading: Hands-On ML - Chap 3: Classification

HOG (Histogram of Oriented Gradients) draft

DS & ML with Mac M1

Maths

A collection of learning resources for the AI world

Brief history of the concept of limit in Mathematics draft

Understand the idea of limit in Mathematics draft

Earth mover’s distance

p-value draft

Kolmogorov–Smirnov Test (KS-Test) draft

Gamler Ruin Problem draft

NLP

A collection of learning resources for the AI world

Note for course: ChatGPT Prompt Engineering for Developers

Tensorflow

Resources for DS & ML & DL

Note for course TF 3: NLP in TF

Python ...more

A collection of learning resources for the AI world

Python quick note draft

Python List

Pytest draft

Dataquest - Data Scientist path draft

LeetCode 1 draft

Jupyter notebook

Python: Input & Output

Reading ...more

Reading: Hands-On ML - Quick notes (Chapter 10 — 13) draft

Reading: Hands-On ML - Quick notes (Chapter 13 —) draft

Reading: Hands-On ML - Chap 2: End-to-End ML Project

Reading: Hands-On ML - Chap 1: The ML Landscape

Reading: You Don't Know JS Yet 2 (Scope & Closures) - Quick notes (from Chapter 6) draft

Reading: You Don't Know JS Yet 2 - Scope & Closures (Chap 1 — Chap 5)

Reading: You Don't Know JS Yet 1 - Get Started

Reading: Hands-On ML - Quick notes (Chapter 4 — 9)

Skills ...more

How do I create this site (reasons and tips)?

VSCode

DS & ML with Mac M1

Terminal + ZSH

Local connection between 2 computers

Git

A workflow for creating a Docker image with support for TensorFlow, PyTorch, and GPU

Jupyter notebook

Tools ...more

Fresh MacOS installation + tips

VSCode

Computer & Internet tricks

DS & ML with Mac M1

Terminal + ZSH

Local connection between 2 computers

Docker

Fresh Ubuntu / Pop!_OS Installation

Web Dev ...more

How do I create this site (reasons and tips)?

Demo of notion-x and all components on this website

Web Design / CSS / SCSS discrete note

Azure things draft

Creating a Chrome extension draft

Heroku things draft

Jekyll + Liquid

A collection of learning resources for Computer Science / Web Dev draft

Others ...more

How do I create this site (reasons and tips)?

Fresh MacOS installation + tips

Stream games between 2 computers in the same local network

Computer & Internet tricks

Something I want to teach my children draft

Fresh Ubuntu / Pop!_OS Installation

How to work more effectively? draft

Nintendo Switch things