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imredred's Projects

attacut icon attacut

Fast and Reasonably Accurate Word Tokenizer for Thai

beyond-leetcode-sql icon beyond-leetcode-sql

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

data-engineering-toolbox icon data-engineering-toolbox

Lecture notes, lab notes, and links to helpful resources to pass Google Certification Exam for Professional Data Engineer.

data-science-toolbox icon data-science-toolbox

Examples and illustration of basic statistic concepts, probability distribution, Monte Carlo simulation, preprocessing and visualization techniques, and statistical testing.

datasets icon datasets

Curated datasets for machine learning tasks according to use cases

deep-learning-ai icon deep-learning-ai

My solutions (graded and optional) to Coursera Deep Learning AI specialization (5 courses).

deeplearningmovies icon deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

easyocr icon easyocr

Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

gcloud icon gcloud

Google Cloud tutorial and setup

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

id-card-detector icon id-card-detector

:credit_card: Detecting the National Identification Cards with Deep Learning (Faster R-CNN)

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