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)?

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!

Fortune smiles upon foolsvi

Reading the book The code book by Simon Sign (author of Fermat's Last Theorem), I summarized a story like this.

Pinned notes

A collection of learning resources for the AI world

Cursor IDEdraft

Reading: How not to be wrong by Jordan Ellenbergvidraft

A collection of learning resources for Computer Science / Web Devdraft

Recently updated notes

Tailwind CSS & related things

How to use LLM?vidraft

Working with Youtube video using Pythonvi

DE by DL.AI - an AIO notevidraft

p-valuedraft

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

DE by DL.AI - C2 W2 - Data Ingestion

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)

Jupyter notebook

DE by DL.AI - C2 W3 - DataOps

API & Services ...more

A collection of learning resources for the AI world

How to use LLM?vidraft

DE by DL.AI - an AIO notevidraft

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

DE by DL.AI - C2 W2 - Data Ingestion

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

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

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

RxJS discrete notes

Firebase (with Angular)draft

Angular Unit Testingdraft

Animation in Angulardraft

Unsubscribe techniques in Angulardraft

Angular HTTPS localhost

DSA

A collection of learning resources for Computer Science / Web Devdraft

Data Engineering ...more

A collection of learning resources for the AI world

DE by DL.AI - an AIO notevidraft

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

DE by DL.AI - C2 W2 - Data Ingestion

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

Data Science ...more

A collection of learning resources for the AI world

DE by DL.AI - an AIO notevidraft

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

DE by DL.AI - C2 W2 - Data Ingestion

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

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

A collection of learning resources for the AI world

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

DE by DL.AI - C2 W2 - Data Ingestion

A collection of learning resources for Computer Science / Web Devdraft

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

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

A collection of learning resources for the AI world

p-valuedraft

Reading: How not to be wrong by Jordan Ellenbergvidraft

Earth mover’s distance

Kolmogorov–Smirnov Test (KS-Test)draft

Gamler Ruin Problemdraft

NLP

A collection of learning resources for the AI world

How to use LLM?vidraft

[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

Working with Youtube video using Pythonvi

Jupyter notebook

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

Python Installation

Python quick notedraft

FastAPI & Pydantic draft

Python PEP 8: Style guide / Best Practices

Python List

Pytestdraft

Python: Input & Output

Numpy discrete note

Tools ...more

Cursor IDEdraft

Working with Youtube video using Pythonvi

Jupyter notebook

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

Web Dev ...more

Tailwind CSS & related things

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

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

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

Fresh Ubuntu / Pop!_OS Installation

Fresh Windows 10 Installation

Kindle & Calibre & Ebooksdraft

GoProdraft

Notes by topics

Data Engineering

Machine Learning

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