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Image classification is still one of the interesting challenges for many data science practitioners today. In this project, I created several models to classify scene images where the models develo…
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FaceExpressionDetection Public
In this project I created a classification model using Convolutional Neural Networks (CNN) which will classify facial expressions based on the 7 categories that have been mapped for each image. All…
data-science deep-neural-networks face-detection convolutional-neural-networks multiclass-classification greyscale-image tensorflow2Jupyter Notebook UpdatedNov 19, 2020 -
HousePricePrediction Public
This is a small project to test and implement Deep Neural Networks in solving a linear regression problem, which is to predict house prices based on the features provided. The data used in this pro…
Jupyter Notebook UpdatedNov 19, 2020 -
DataScience_in_small_notes Public
Some little notes from the author for everyone who wants to know or learn about the process that a data scientist must do from the beginning of data collection to making predictions with a model th…
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django-testing-deploy Public
This repo is used to deploy webapps using Django framework in pythonanywhere.com (testing only).
Python UpdatedSep 15, 2020 -
TwitterSentimentAnalysis Public
Sentiment analysis for Twitter's tweet (in Indonesia language) was built with 3 models to get a comparison in determining which model gives the best results for predicting a tweet to have a positiv…
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NLP_AutoCompletionText Public
The autocomplete system model for Indonesian was built using the perplexity score approach and n-grams count probability in determining the next word.
natural-language-processing algebra autocompletion python3 indonesian-language nltk-library wikimedia-data-dumpJupyter Notebook UpdatedAug 17, 2020 -
NLP_AutoCorrectionsWord Public
Simple project for auto correction of words engine using Naive Bayes as an algorithm in modeling.
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NLP_WordTanslations Public
natural-language-processing word-embeddings python3 nearest-neighbors indonesian-language translation-model english-languageJupyter Notebook UpdatedAug 15, 2020 -
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RecommenderSystem_Project Public
A simple project to provide recommendations for types of food & beverages that are suitable for users who want to start a culinary business in certain areas in Jakarta, Indonesia.
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Python Updated
Jul 28, 2020 -
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