AI-Projects

All projects in this repo are related to the Artificial Intelligence Field. This repo is divided into two parts:

Deep Learning Projects

1. Food Vision Project with Transfer Learning With ResNetV250 & EfficientNetB0
2. Food Vision Project Without Transfer Learning Multiclass
3. Food Vision Project With Feature Extraction & Fine Tuning Using EfficientNetB0
4. Pizza Steak Classification
5. ACLImdb Movie Review Sentiment Analysis Using CovNet1D & Bidirectional LSTMs
6. Cat Vs Dog Classification
7. Disaster Tweets Sentiment Clasification
8. PubMed 200k RCT: Sequential Sentence Classification in Medical Abstracts
9. Timeseries Forecasting Bitcoin Prices Using CovNET, LSTM, N-BEATS
10. Fashion MNIST Classification Using ANN
11. Used Car Price Prediction KaggleX Skill Dataset - Used LightGMB, XGBoost And DNN.

Big Projects

1. Arxiv34k4l - Multi-label Text Classification Project: Arxiv34k4l is a project aimed at building a multi-label text classification model using natural language processing (NLP) techniques. The project utilizes data sourced from the ArXiv database, which contains a vast collection of academic papers spanning various disciplines. The project's main objective was to develop a model capable of effectively classifying academic papers into multiple categories simultaneously based on their abstracts reducing the workload of human reviewers who are often involved, and automating the process.

Classical Machine Learning Projects

1. Blue Book for Bulldozers Project - Predict the auction sale price
2. Customer Personality Analysis - Analysis of company's ideal customers
3. InVitro Cell Research - Identifying age-related conditions
4. Heart Disease Indentification
5. Predict car sales prices
6. Titanic Surviors Prediction Using Machine Learning
7. California House Price Prediction
8. Spaceship Accident - Predict Alternate Dimension Travellers