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Muhammad Fahmi's Projects

mindwave-python icon mindwave-python

Linux and Mac-friendly Python parser to connect and interact with multiple NeuroSky MindWave headsets from one machine.

mpx5700 icon mpx5700

A Library to interface the MPX5700 series pressure sensor | any other sensor that has capabilities from 0-700kpa

online-courses-dataset icon online-courses-dataset

A web scrapping project to extract the course details from various online course providing websites.

portfolio icon portfolio

Ini adalah sebuah repository yang berisikan code portofolio saya

portfolio_website icon portfolio_website

Complete Portfolio Website with Bootstrap - HTML/CSS In this project, we are going to learn and build how to create a complete portfolio website with bootstrap using HTML and CSS. We will understand everything from scratch.

project-on-crop_recommendation-dataset icon project-on-crop_recommendation-dataset

This is a crop recommendation dataset .Based on the features(temperature,ph,rainfall,humidity,soil type) I have predicted crop name.This is a classification problem. I have applied all the supervised machine learning algorithms to solve this problem.

resnet50_face_detection icon resnet50_face_detection

Face detection via ResNet50 & transfer learning: 1. Data preprocessing & augmentation 2. Model training 3. Conversion to a fully convolutional model 4. Heat map generation

semantic-similarity-of-sentences icon semantic-similarity-of-sentences

Methods used: Cosine Similarity with Glove, Smooth Inverse Frequency, Word Movers Difference, Sentence Embedding Models (Infersent and Google Sentence Encoder), ESIM with pre-trained FastText embedding. Best performing method on Quora Question pair dataset was an Ensemble method with 0.27 log-loss.

sentiment-analysis-online-lectures-in-indonesia icon sentiment-analysis-online-lectures-in-indonesia

In this project, I do sentiment analysis on the topic “online lectures (“kuliah online” in bahasa)”. The purpose is to know what is the opinion twitter users in Indonesia about online lectures (“kuliah online”) activity in Indonesia, whether is more “contra” than “pro” or otherwise ? Therefore I do analysis and classification (negative, neutral or positive) on each user tweets about “online lectures (“kuliah online” in bahasa)” in Indonesia.

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