ikiiftekhar2

BangladeshWeatherDataScraper

This repository scrapes and uploads daily at a given schedule to Google Sheets

CNN-Practice

This repo showcases a sample of using CNN to predict the type of food.

FoodVision

This repository consists of jupyter notebooks which show experiments being done on 1-10% of the food vision dataset, to find the optimum model design. This is later progressed into a full model which is trained on the entire dataset.

instaFame

This repository is a bot based on instapy which automatically posts images and generates captions and uploads them to instagram, this also interacts with users through liking and commenting and replying to conversations.

Medium_posts_scraper

This repository consists of a Medium article scraper, which takes in tags and the date range and scrapes all the articles of the given tags and stores them in a csv file.

PubMed-RCT-Line-predictor-classifier

This repository consists of a sample of PUBMED RCT predictor which was trained on 20,000 lines/data. The model starts from using a simple tokenizer(sentence) embedding model to predict the line type. As the notebook progresses, It uses the character alongside the token embeddings to predict the outputs and thus acts as a hybrid model. This is followed by using a "tri-input" model which takes character embeddings alongside token (sentence) embeddings and the line number of each lines to predict the type of line and classify them respectively.

Regression-Model-Practices

Sample regression models and experimentations

Transfer-Learning-Practice

This repository shows using transfer learning and finding which pretrained model works best for the given dataset.

Twitter-Natural-Disaster-predictor

This repository consists of jupyter notebook which show case taking in text data "Tweets" and predicting that if the tweet about the natural disaster really happened or not. The project explores using all forms of text classification starting from 1 Dimensional CNN models, to uni and bidirectional GRU and LTSM model combinations and also using pretrained Universal Sentence Encoder.

All-Projects-evenrything

BoundingBoxPlotter

DepthEstimationTests

ReactMLDeploy

Temp_project_files

Amazon-Product-to-Tiktok

CSC207-Project

This repository consists of the final submission of the project submitted for the phases of CSC207.

eng-intern-assessment-data

A Starter repo for Shopify Data Eng Intern Assessments

IMI-BigData-Project

This repository includes the final submission files for IMI Big Data Project

kaggle-to-github

A Bash command line which pull your Kaggle kernel and push it to Github repo.