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

A collection of learning resources for Computer Science / Web Dev

A collection of learning resources for the AI world

Demo of notion-x and all components on this website

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

Fortune smiles upon fools

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

Pinned notes

Reading: Hands-On ML - Quick notes (from Chapter 4) draft

Reading: You Don't Know JS Yet 2 (Scope & Closures) - Quick notes (from Chapter 6) draft

Recently updated notes

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

Angular discrete notes

Decision Tree Classifier

Support Vector Machine (SVM)

yarn

API & Services ...more

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

Google Vertex AI

Migrate OpenAI Node API from v3 to v4 draft

Note for course: ChatGPT Prompt Engineering for Developers

Using one service account for multiple GCP projects

Google Colab

REST API with cURL

Google Dialogflow APIs and other services of Google

Angular ...more

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

A collection of learning resources for Computer Science / Web Dev draft

Angular discrete notes

RxJS discrete notes

Angular errros and solutions draft

Angular Forms discrete notes draft

Firebase (with Angular) draft

Angular Unit Testing draft

Data Structures & Algorithms (DSA)

A collection of learning resources for Computer Science / Web Dev draft

Data Science ...more

Reading: Hands-On ML - Quick notes (from Chapter 4) draft

A collection of learning resources for the AI world

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

Reading: Hands-On ML - Chap 3: Classification

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

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

DS & ML with Mac M1

Jupyter notebook

Deep Learning ...more

Reading: Hands-On ML - Quick notes (from Chapter 4) draft

A collection of learning resources for the AI world

Note for couse DL 1: NN and DL

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

Reading: Hands-On ML - Chap 3: Classification

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

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

DS & ML with Mac M1

JavaScript

A collection of learning resources for Computer Science / Web Dev draft

Reading: You Don't Know JS Yet 2 (Scope & Closures) - Quick notes (from Chapter 6) draft

Reading: You Don't Know JS Yet 2 - Scope & Closures (Chap 1 — Chap 6)

Reading: You Don't Know JS Yet 1 - Get Started

RxJS discrete notes

JavaScript

Google Dialogflow APIs and other services of Google

MLOps ...more

A collection of learning resources for the AI world

Docker

Terminal + ZSH

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

DS & ML with Mac M1

Google Vertex AI

Bash (Unix Shell)

Github

MOOC ...more

A collection of learning resources for Computer Science / Web Dev draft

A collection of learning resources for the AI world

Note for couse DL 1: NN and DL

Note for course: ChatGPT Prompt Engineering for Developers

Note for course Angular 1: Basics & Components & Databinding & Directives

Note for course Angular 2: Services & DI & Routing

Note for course Angular 3: Observable

Note for course Angular 4: Forms

Machine Learning ...more

Reading: Hands-On ML - Quick notes (from Chapter 4) draft

Decision Tree Classifier

Support Vector Machine (SVM)

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

Reading: Hands-On ML - Chap 3: Classification

Confusion matrix & f1-score

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

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

Maths

A collection of learning resources for the AI world

Earth mover’s distance

p-value draft

Kolmogorov–Smirnov Test (KS-Test) draft

Gamler Ruin Problem draft

NLP

A collection of learning resources for the AI world

Note for course: ChatGPT Prompt Engineering for Developers

Tensorflow

Resources for DS & ML & DL

Note for course TF 3: NLP in TF

Python ...more

Python List

Jupyter notebook

Python: Input & Output

Numpy discrete note

Python Installation

Environment Variables in Python

Pandas discrete note

REST API with cURL

Reading ...more

Reading: Hands-On ML - Quick notes (from Chapter 4) draft

Reading: You Don't Know JS Yet 2 (Scope & Closures) - Quick notes (from Chapter 6) draft

Reading: You Don't Know JS Yet 2 - Scope & Closures (Chap 1 — Chap 6)

Reading: You Don't Know JS Yet 1 - Get Started

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

Reading: Hands-On ML - Chap 3: Classification

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

Fortune smiles upon fools

Skills ...more

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

Git

Terminal + ZSH

VSCode

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

DS & ML with Mac M1

Local connection between 2 computers

Jupyter notebook

Tools ...more

Docker

Terminal + ZSH

VSCode

DS & ML with Mac M1

Fresh Ubuntu / Pop!_OS Installation

Local connection between 2 computers

Jupyter notebook

Computer & Internet tricks

Web Dev ...more

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

A collection of learning resources for Computer Science / Web Dev draft

Demo of notion-x and all components on this website

yarn

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

NodeJS + npm

Tailwind & related things draft

Nextjs / Vercel / React related errors and solutions draft

Others ...more

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

Fresh Ubuntu / Pop!_OS Installation

Computer & Internet tricks

Games I like

Nintendo Switch things

Stream games between 2 computers in the same local network

Fresh Windows 10 Installation

Fresh MacOS installation