Thi Notes
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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)
Computer & Internet tricks
Fresh macOS installation
Terminal + ZSH
Using APIs from AI Services
Using AI Services & Tools
OneSignal (with Angular) — a notification service for websites
Local connection between 2 computers
Tools review (good / bad)
draft
Video / Image editor with ffmpeg commands
Create an encrypted USB
Movies / TV Series
FaceFusion & Vast.ai
Listen to music offline for free
Git
VSCode
API & Services
...more
Computer & Internet tricks
Using APIs from AI Services
A collection of learning resources
Using AI Services & Tools
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)
FaceFusion & Vast.ai
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
Terminal + ZSH
A collection of learning resources
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
A collection of learning resources
FaceFusion & Vast.ai
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
Fresh macOS installation
Computer & Internet tricks
Terminal + ZSH
Using AI Services & Tools
Local connection between 2 computers
Tools review (good / bad)
draft
Create an encrypted USB
FaceFusion & Vast.ai
Listen to music offline for free
VSCode
Web Dev
...more
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
Nextjs / Vercel / React related errors and solutions
Others
...more
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
Nintendo Switch things
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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