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analyzing_boston_crime_dataset

In this repository, I used the Boston Crime Dataset to analyze different statistics using the dataset. Seaborn library was used for plotting.

apis

Code Repo for API course in Fullstack ND

check_large_files_upload

coding-neural_network-for-xor-logic-from-scratch

In this repository, I implemented a proof of concept of all my theoretical knowledge of neural network to code a simple neural network for XOR logic function from scratch without using any machine learning library

creating-weather-forecast-app-in-python-using-openweathermap-api-and-mongodb

In this app, I demonstrate how to design a Weather Forecast App that downloads weather forecast data from OpenWeatherMap using REST API and stores data in MongoDB for analysis. The weather forecast data is then shown on Google Map for each city.

customer_churn_prediction_using_xgboost

In this repository, I implemented Gradient Boosting Trees using XGBoost to predict customer churn. The "Churn-modeling" dataset was downloaded from Kaggle.

depression-assistant-chatbot

In this project, I extend the implementation of a Tweet/Sentence Sentiment Classification to a "Depression Assistant Chatbot". This software asks the users how they are feeling and if what they write expresses sadness of anger then they are greeted with jokes until they feel better.

designing-a-pdf-audiobook-using-python

In this code, a simple implementation of PDF to audio converter is shown

edge_app_to_detect_pose_or_text_or_car

In this repository, a simple application of Edge computing is shown to detect human pose or text or car type/color from an image using Intel's OpenVINO Toolkit

finger-movement-classification-via-machine-learning-using-emg-armband-for-3d-printed-robotic-hand

This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to imitate the classified movement

github_tutorial2

ibm_capstone_data_scienceproject

In this project, I implemented Convolutional Neural Networks on images of melspectrogram of sound files.

predicting-avocado-price-with-lstm

In this project, I created a Avocado Price prediction model using the Avocado price dataset from Kaggle. LSTM is used for prediction model.

predicting_bike_share_demand_with_lstm

In this project, I implemented LSTM model to predict hourly Bike Share Demand

predicting_room_occupancy_using_logistic_regression

In this repository, I used UCI's Occupancy Detection dataset to predict room occupancy prediction using logistic regression.

retail-store-item-detection-using-yolov5

In this repository, I present a retail store item detector using YOLOv5

sorting_data_on_multiple_processors

In this Python repository, I sorted data using multiple processors via MPI4PY library.

training-xor-on-neural-network-with-keras

In this project, i trained a 2 input xor function using neural network with keras library

tweet-sentiment-classification

In this project i read a large Tweet dataset and clean each tweet then use Stemming and using bag of words model, feed each tweet to single layer neural network for classification.

video-augmentation-code

In this repository, a simple implementation of Video augmentation is provided to augment videos for machine learning training tasks.

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS