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

A collection of learning resources for the AI world

Course: Knowledge Graphs for RAGdraft

A collection of learning resources for Computer Science / Web Devdraft

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

API & Services ...more

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

A collection of learning resources for the AI world

OpenAI vs Mistral vs Claude vs Gemini APIs

Enable Internet Access for Claude

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 - C1 W1&2 - Intro to DE & DE Lifecycle and Undercurrents

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

DE by DL.AI - C3 W3 - Queries

Angular ...more

Angular Best Practicesdraft

A collection of learning resources for Computer Science / Web Devdraft

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

[Check] Quick Testvienvifr

[Check] Quick List

A collection of learning resources for Computer Science / Web Devdraft

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

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

A collection of learning resources for the AI world

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 - C1 W1&2 - Intro to DE & DE Lifecycle and Undercurrents

DS & ML with Mac M-chip

DE by DL.AI - C3 W3 - Queries

DE by DL.AI - C3 W2 - Storage Abstractions

Data Science ...more

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

A collection of learning resources for the AI world

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 - C1 W1&2 - Intro to DE & DE Lifecycle and Undercurrents

DS & ML with Mac M-chip

DE by DL.AI - C3 W3 - Queries

DE by DL.AI - C3 W2 - Storage Abstractions

DE by DL.AI - C3 W1 - Storage Ingredients & Storage Systems

DE by DL.AI - C2 W4 - Orchestration, Monitoring, and Automating your data pipelines

DE by DL.AI - C2 W3 - DataOps

DE by DL.AI - C2 W2 - Data Ingestion

Deep Learning ...more

A collection of learning resources for the AI world

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)

R-CNN & Fast R-CNN & Faster R-CNN & Mask R-CNNdraft

MOOC ...more

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

A collection of learning resources for the AI world

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 - C1 W1&2 - Intro to DE & DE Lifecycle and Undercurrents

DE by DL.AI - C3 W3 - Queries

DE by DL.AI - C3 W2 - Storage Abstractions

DE by DL.AI - C3 W1 - Storage Ingredients & Storage Systems

DE by DL.AI - C2 W4 - Orchestration, Monitoring, and Automating your data pipelines

DE by DL.AI - C2 W3 - DataOps

DE by DL.AI - C2 W2 - Data Ingestion

DE by DL.AI - C2 W1 - Source Systems

Machine Learning ...more

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

Principal Component Analysis (PCA)

Maths

A collection of learning resources for the AI world

Brief history of the concept of limit in Mathematicsdraft

Understand the idea of limit in Mathematicsdraft

Earth mover’s distance

p-valuedraft

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

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

Python Installation

Python quick notedraft

FastAPI & Pydantic draft

A collection of learning resources for the AI world

Python PEP 8: Style guide / Best Practices

Python List

Pytestdraft

Dataquest - Data Scientist pathdraft

LeetCode 1draft

Jupyter notebook

Python: Input & Output

Tools ...more

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

Local connection between 2 computers

Fresh Ubuntu / Pop!_OS Installation

Web Dev ...more

Web Design / CSS / SCSS discrete note

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

Nextjs / Vercel / React related errors and solutions

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

A collection of learning resources for Computer Science / Web Devdraft

Creating a Chrome extensiondraft

Heroku thingsdraft

Jekyll + Liquid

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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