Thi Notes
About
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Notes
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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Pinned notes
Recently updated notes
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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 site gets (big) updates — v7
Learning & Working tips & tricks
A collection of learning resources
How to upgrade from v6 to v7?
Demo of all components on this website
Step by step guide to create a site like this site (v6)
Git in action
Create a local SFTP connection
Using AI Services & Tools
Games List
Gaming on Mac M-chip
Nintendo Switch things
Fresh macOS installation
Computer & Internet tricks
FaceFusion & Vast.ai
Terminal + ZSH
Using APIs from AI Services
OneSignal (with Angular) — a notification service for websites
Local connection between 2 computers
Tools review (good / bad)
draft
Video / Image editor with ffmpeg commands
API & Services
...more
Using AI Services & Tools
Computer & Internet tricks
FaceFusion & Vast.ai
A collection of learning resources
Using APIs from AI Services
How do I create this site (reasons and tips)?
OneSignal (with Angular) — a notification service for websites
Step by step guide to create a site like this site (v6)
Enable Internet Access for Claude
Azure things
draft
Angular
...more
OneSignal (with Angular) — a notification service for websites
Angular Best Practices
draft
Angular discrete notes
Angular Forms discrete notes
draft
Angular errros and solutions
draft
Integrate Tailwind into the current project (case: using Bootstrap + Angular)
RxJS discrete notes
Firebase (with Angular)
draft
Angular Unit Testing
draft
Animation in Angular
draft
Data Engineering
...more
A collection of learning resources
Terminal + ZSH
Github
Establish a secure tunnel between your local machine and a remote endpoint
Azure things
draft
DE by DL.AI - an AIO note
vi
draft
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
Data Science
...more
A collection of learning resources
PostgreSQL / SQL and sqlalchemy things
draft
Jupyter notebook
DE by DL.AI - an AIO note
vi
draft
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
Deep Learning
...more
A collection of learning resources
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)
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)
MOOC
...more
A collection of learning resources
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
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
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)
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
Maths
...more
A collection of learning resources
Reading: How not to be wrong by Jordan Ellenberg
vi
draft
p-value
draft
Earth mover’s distance
Kolmogorov–Smirnov Test (KS-Test)
draft
Gamler Ruin Problem
draft
NLP
...more
A collection of learning resources
[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
FaceFusion & Vast.ai
A collection of learning resources
Jupyter notebook
Python Installation
Working with Youtube video using Python
vi
Simple Azure FastAPI app (to learn Azure step by step)
vi
Python quick note
draft
FastAPI & Pydantic
draft
Python PEP 8: Style guide / Best Practices
Python List
Tools
...more
Using AI Services & Tools
Nintendo Switch things
Fresh macOS installation
Computer & Internet tricks
FaceFusion & Vast.ai
Terminal + ZSH
Local connection between 2 computers
Tools review (good / bad)
draft
Create an encrypted USB
Listen to music offline for free
Web Dev
...more
Create a local SFTP connection
How to upgrade from v6 to v7?
How do I create this site (reasons and tips)?
Demo of all components on this website
My site gets (big) updates — v7
Step by step guide to create a site like this site (v6)
Establish a secure tunnel between your local machine and a remote endpoint
Azure things
draft
Creating a Chrome extension
vi
draft
Tailwind CSS & related things
Others
...more
Nintendo Switch things
Fresh macOS installation
Computer & Internet tricks
How do I create this site (reasons and tips)?
Video / Image editor with ffmpeg commands
Create an encrypted USB
Quotes
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
In this page
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Blog posts
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Pinned notes
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Recently updated
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API & Services
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Angular
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DSA
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Data Engineering
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Data Science
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Deep Learning
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MOOC
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Machine Learning
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Maths
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NLP
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Python
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Tools
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Web Dev
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Others
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