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
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Trải nghiệm đáng nhớ khi tập trung làm một projectvidraft

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

My journey creating a website using Next.js and Notion, exploring frameworks, addressing challenges in web development.

My taste of reading

I'm always diving into exciting new worlds of knowledge, from math to science, psychology, and fiction. Learning is fun!

Pinned notes

DE by DL.AI - an AIO notevidraft

A collection of learning resources for Computer Science / Web Devdraft

A collection of learning resources for the AI world

Course: Knowledge Graphs for RAGdraft

Learn Swift / SwiftUI and Create a macOS appdraft

Dataquest - Data Scientist pathdraft

Reading: Grokking Algorithms - Quick notesdraft

Reading: ng-book (quick notes)draft

[Check] Quick Discrete

Note for course Algorithms Princeton: Part 1draft

Recently updated notes

DE by DL.AI - C2 W2 - Data Ingestion

p-valuedraft

DE by DL.AI - C2 W1 - Source Systems

A collection of Maths resourcesdraft

DE by DL.AI - C1 W3&4 - Data Architecture & Translating Requirements to DA

OpenAI + Mistral + Claude + Gemini APIs + xAI (Grok)

Jupyter notebook

DE by DL.AI - C2 W3 - DataOps

DE by DL.AI - C1 W1&2 - Intro to DE & DE Lifecycle and Undercurrents

Nextjs / Vercel / React related errors and solutions

[Check] Quick List

Some notes about PGlite (with Next.js and Drizzle ORM)

Simple Azure FastAPI app (to learn Azure step by step)vi

Working with Youtube video using Pythonvi

GitKraken in commands

Web Design / CSS / SCSS discrete note

Python Installation

VSCode

Python quick notedraft

API & Services ...more

DE by DL.AI - an AIO notevidraft

DE by DL.AI - C2 W2 - Data Ingestion

A collection of learning resources for the AI world

DE by DL.AI - C2 W1 - Source Systems

DE by DL.AI - C1 W3&4 - Data Architecture & Translating Requirements to DA

OpenAI + Mistral + Claude + Gemini APIs + xAI (Grok)

DE by DL.AI - C2 W3 - DataOps

DE by DL.AI - C1 W1&2 - Intro to DE & DE Lifecycle and Undercurrents

Simple Azure FastAPI app (to learn Azure step by step)vi

DE by DL.AI - C4 W3&4 - Data Transformations & Tech Considerations & Serving

FastAPI & Pydantic draft

Azure thingsdraft

Angular ...more

A collection of learning resources for Computer Science / Web Devdraft

Angular Best Practicesdraft

Angular discrete notes

Angular Forms discrete notesdraft

Angular errros and solutionsdraft

Understand changeDetection in Angulardraft

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

Reading: ng-book (quick notes)draft

[Check] Quick Equation

RxJS discrete notes

Firebase (with Angular)draft

Angular Unit Testingdraft

DSA ...more

A collection of learning resources for Computer Science / Web Devdraft

[Check] Quick Testvienvifr

[Check] Quick List

Reading: Grokking Algorithms - Quick notesdraft

LeetCode 1draft

Problem solving 1draft

[Check] Quick Discrete

Note for course Algorithms Princeton: Part 1draft

[Check] Quick integrations

[Check] Quick Bookmark + icon link

[Check] Quick Video + cover url

[Check] Quick Synced + icon “Icons”

Data Engineering ...more

DE by DL.AI - an AIO notevidraft

DE by DL.AI - C2 W2 - Data Ingestion

A collection of learning resources for the AI world

DE by DL.AI - C2 W1 - Source Systems

DE by DL.AI - C1 W3&4 - Data Architecture & Translating Requirements to DA

DE by DL.AI - C2 W3 - DataOps

DE by DL.AI - C1 W1&2 - Intro to DE & DE Lifecycle and Undercurrents

Simple Azure FastAPI app (to learn Azure step by step)vi

Docker

DE by DL.AI - C4 W3&4 - Data Transformations & Tech Considerations & Serving

Azure thingsdraft

Github

Data Science ...more

DE by DL.AI - an AIO notevidraft

DE by DL.AI - C2 W2 - Data Ingestion

A collection of learning resources for the AI world

DE by DL.AI - C2 W1 - Source Systems

DE by DL.AI - C1 W3&4 - Data Architecture & Translating Requirements to DA

Jupyter notebook

DE by DL.AI - C2 W3 - DataOps

DE by DL.AI - C1 W1&2 - Intro to DE & DE Lifecycle and Undercurrents

DE by DL.AI - C4 W3&4 - Data Transformations & Tech Considerations & Serving

DE by DL.AI - C4 W2 - Data Modeling & Transformations for Machine Learning

DE by DL.AI - C4 W1 - Data Modeling & Transformations for Analytics

DS & ML with Mac M-chip

Deep Learning ...more

A collection of learning resources for the AI world

Jupyter notebook

DS & ML with Mac M-chip

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

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

Reading: Hands-On ML - Quick notes (Chapter 14 & 15)

[archived] Resources for DS & ML & DL

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

Reading: Hands-On ML - Chap 3: Classification

ResNet (Residual Networks)draft

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

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

MOOC ...more

DE by DL.AI - C2 W2 - Data Ingestion

A collection of learning resources for Computer Science / Web Devdraft

A collection of learning resources for the AI world

DE by DL.AI - C2 W1 - Source Systems

DE by DL.AI - C1 W3&4 - Data Architecture & Translating Requirements to DA

DE by DL.AI - C2 W3 - DataOps

DE by DL.AI - C1 W1&2 - Intro to DE & DE Lifecycle and Undercurrents

DE by DL.AI - C4 W3&4 - Data Transformations & Tech Considerations & Serving

DE by DL.AI - C4 W2 - Data Modeling & Transformations for Machine Learning

DE by DL.AI - C4 W1 - Data Modeling & Transformations for Analytics

DE by DL.AI - C3 W3 - Queries

DE by DL.AI - C3 W2 - Storage Abstractions

Machine Learning ...more

Jupyter notebook

DS & ML with Mac M-chip

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

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

Reading: Hands-On ML - Quick notes (Chapter 14 & 15)

[archived] Resources for DS & ML & DL

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

Reading: Hands-On ML - Chap 3: Classification

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

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

HOG (Histogram of Oriented Gradients)draft

Metrics for clustering

Maths

p-valuedraft

A collection of learning resources for the AI world

A collection of Maths resourcesdraft

Brief history of the concept of limit in Mathematicsdraft

Understand the idea of limit in Mathematicsdraft

Earth mover’s distance

Kolmogorov–Smirnov Test (KS-Test)draft

Gamler Ruin Problemdraft

NLP

A collection of learning resources for the AI world

Course: Knowledge Graphs for RAGdraft

[archived] Resources for DS & ML & DL

ChatGPT Prompt Engineering for Developers by DL.AI

Tensorflow

TF by DL.AI — Course 3: NLP in TF

Python ...more

A collection of learning resources for the AI world

Jupyter notebook

Simple Azure FastAPI app (to learn Azure step by step)vi

Working with Youtube video using Pythonvi

Python Installation

Python quick notedraft

FastAPI & Pydantic draft

Python PEP 8: Style guide / Best Practices

Python List

Pytestdraft

Dataquest - Data Scientist pathdraft

LeetCode 1draft

Tools ...more

Jupyter notebook

Working with Youtube video using Pythonvi

VSCode

Docker

Devicesvidraft

Computer & Internet tricks

macOS

Enable Internet Access for Claude

Nintendo Switch things

DS & ML with Mac M-chip

Make working Outlook email and calendar sync with local devices

Terminal + ZSH

Web Dev ...more

A collection of learning resources for Computer Science / Web Devdraft

Nextjs / Vercel / React related errors and solutions

Some notes about PGlite (with Next.js and Drizzle ORM)

Simple Azure FastAPI app (to learn Azure step by step)vi

Web Design / CSS / SCSS discrete note

yarn

Tailwind & related things

Azure thingsdraft

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

Demo of notion-x and all components on this website

Creating a Chrome extensiondraft

Heroku thingsdraft

Others ...more

Computer & Internet tricks

macOS

Nintendo Switch things

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

Make working Outlook email and calendar sync with local devices

Stream games between 2 computers in the same local network

Something I want to teach my childrendraft

Fresh Ubuntu / Pop!_OS Installation

How to work more effectively?draft

Fresh Windows 10 Installation

What’s inside my Mac (applications and settings)?

Kindle & Calibre & Ebooksdraft

Notes by topics

Data Engineering

Machine Learning

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