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atom-assignments

Data skills & Quantitative methods - DATAcracy ATOM workshop

basic-pytorch

A beginning with Pytorch tutorial

course-v3

The 3rd edition of course.fast.ai

deep-rl-tour-de-flags-game

A simple practice on Deep RL with Tour De Flags Game.

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

emo-voice-demo

Nothing fancy, just basic algorithms on extracting, manipulating and resembling pitch to generate different emotional voices (happy, sad, angry, etc.)

feature-scaling-on-mobile-price-classification

The scope of this works includes 2 distance-based models, which are KNN and SVM, and experiment how scaling features affects the performance of these 2 models. The work is conducted under the context of Mobile Price Classification dataset from Kaggle.

flask-blog-app-1

The first and simple Flask blog app

gender-classification-based-on-twritter-textual-data

A comprehensive baseline model for Gender Classification based on Twitter Profile Data

hands-on-titanic-dataset

My first time hands-on practice with a data science project

kaggle-data-science-bowl-2019

Kaggle Data Science Bowl 2019, key things that we learnt from one of the biggest data science competition

machine-learning-systems-design

A booklet on machine learning systems design with exercises

ml-from-scratch

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

python-for-data

Set of notebooks that contain basic Python concepts, suitable for Data-related roles that want to use Python.

python-wrapper-for-world-vocoder

A Python wrapper for the high-quality vocoder "World"

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

sign-language-classification-using-deep-learning

This work is mainly based on the tutorial on Keras-Tensorflow, under the context of Sign Language MNIST Dataset too see how well CNN perform on this problem

speaker-embeddings

Implementation of Generalized End-to-end Loss for Speaker Verification, which yields speaker embeddings as results.

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

tensorflowtts

:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)

tranctan

tranctan.github.io

Github page of me -->

vietnamese-text-cleaning

Vietnamese Text Cleaning - A script of different cleaning steps for Vietnamese textual data. Conducted under the context of Zalo AI Challenge.