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ann_horses_or_humans_predictions

Coding assignment of the Advanced Machine Learning Courses (2022) - University of Indonesia. Task : Image classification using Artificial Neural Network

awesome-indonesia-nlp-resource

Resource NLP & Bahasa

basicimageprocessing

bert4rec-pytorch

binary_classification_text_messages

The repository of spam messages classification using LSTM, Bi-LSTM and GRU.

clustering

code-nlp-with-transformers-book

Jupyter notebooks for the Natural Language Processing with Transformers book

data_cleansing

data_engineer_nongki_repo

data_engineering_zoomcamp

decision_trees

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

elasticsearch

This repository contain my assignment ('ElasticSearch') for Advanced Information Retrieval Course at University of Indonesia.

fbprophet_forecast

forecasting-stock-price

forest_fires_prediction

The experiment project for predicting the burned area of the forest fires specifically in the northeast region of Portugal, based on the spatial, temporal and weather variables where the fire is spotted using deep learning.

forked-multi-label-text-classification

About Muti-Label Text Classification Based on Neural Network.

getting-started-with-google-bert

Build and train state-of-the-art natural language processing models using BERT

getting-started-with-google-bert-1

Getting Started with Google BERT, published by Packt

id-nlp-resource

A list of Indonesian NLP resources.

improving_ml_performance

Improving Machine Learning Performance by: feature engineering, oversampling and hyperparameter tuning

indexing_and_querying_bm25_dlm

This repository contains my work for the Assignment of Advanced Information Retrieval Course at the University of Indonesia. Assignment: Indexing and Querying using BM25 and Dirichlet Language Modelling

indonesian_twitter_hate_speech_classification

Indonesian Twitter Hate Speech Classification using RandomForest, Naive Bayes and KNN

linear-regression

linkedin-course-nlp-tensorflow-bert

The repository of the NLP Tensorflow BERT course from LinkedIn.

logistic_regression

machine_learning_playground

my documentation to learn more about machine learning concepts

ml_zoomcamp

The code and notes for the Machine Learning ZoomCamp.

nlp-playground

my documentation to learn more the basic concepts of NLP using Python

nlp_bahasa_resources

A Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia