Weather forecasting using Deep Learning

Weather forecasting using Deep Learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Fahad, Sheikh Abdul, Trina Akand, Takowa Islam, Ahammed Raju, Md. Reaj Uddin, Yadav, Ranjita
Awduron Eraill:	Ahmed, Tanvir
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Deep learning Weather forecasting Linear regression Auto encoder Prediction de-noise Linear regression analysis Machine learning. Machine learning > Statistical methods > Congresses.
Mynediad Ar-lein:	http://hdl.handle.net/10361/18149

Eitemau Tebyg

Application of CNN based architectures in detection of distracted drivers
gan: Arafin, Irfana, et al.
Cyhoeddwyd: (2023)

Polycystic ovary syndrome detection using neural network.
gan: Istiyaq, Tahsin, et al.
Cyhoeddwyd: (2024)

Travel time prediction using machine learning and weather impact on traffic conditions
gan: Deb, Bilash, et al.
Cyhoeddwyd: (2018)

A machine learning approach to detect depression and anxiety using supervised learning
gan: Ullas, Md Tahmidur Rahman, et al.
Cyhoeddwyd: (2019)

Machine learning for stress prediction
gan: Salehin, Sherajus, et al.
Cyhoeddwyd: (2023)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
gan: Hasan, Raad, et al.
Cyhoeddwyd: (2021)

Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
gan: Habib, Adria Binte
Cyhoeddwyd: (2021)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
gan: Imam, Saif
Cyhoeddwyd: (2021)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
gan: Bhattacharjee, Ruposri, et al.
Cyhoeddwyd: (2024)

A novel approach to reduce air pollution through machine learning based PM2.5 prediction
gan: Alif, Omar Farhad, et al.
Cyhoeddwyd: (2023)

Intelligent assisted living in pregnancy
gan: Zaman, S. M. Tanveer, et al.
Cyhoeddwyd: (2022)

Automated fabric color prediction
gan: Muhtashima, Fawzia, et al.
Cyhoeddwyd: (2024)

Performance analysis of machine learning algorithms in resume recommendation systems
gan: Hasan, Ibteaz, et al.
Cyhoeddwyd: (2018)

Analyzing area-wise air pollution level using machine learning for a better future
gan: Sihan, Sk. Atik Tajwar, et al.
Cyhoeddwyd: (2021)

Predicting a T20 cricket match result while the match is in progress
gan: Munir, Fahad, et al.
Cyhoeddwyd: (2015)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
gan: Alim, Sakib Bin, et al.
Cyhoeddwyd: (2021)

Heart disease prediction using techniques of classification in machine learning
gan: Afrose, Sadia, et al.
Cyhoeddwyd: (2021)

Forecasting stock market prices using advanced tools of machine learning
gan: Anwar, Md. Tawhid, et al.
Cyhoeddwyd: (2019)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
gan: Biswas, Sunanda, et al.
Cyhoeddwyd: (2022)

Detecting tweet sentiment and sarcasm on online learning during covid-19
gan: Das, Shishir Kumar, et al.
Cyhoeddwyd: (2024)

Finding ideal geographical location for businesses using machine learning technique
gan: Mahmud, Mir Ibtid, et al.
Cyhoeddwyd: (2022)

Data analysis on the Bangladesh share market using Machine-Learning
gan: Sadman, Syed Hassan, et al.
Cyhoeddwyd: (2021)

Flood prediction using ensemble machine learning models
gan: Rahman, Tanvir
Cyhoeddwyd: (2024)

Early grade prediction using profile data
gan: Iqbal, Sumaiya, et al.
Cyhoeddwyd: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
gan: Farabe, Abdullah Al, et al.
Cyhoeddwyd: (2021)

Supershop management Models: An optimised way to manage the supershop using hyperautomation and machine learning
gan: Ahmed, Shuvro, et al.
Cyhoeddwyd: (2023)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)

Supervising vehicle using pattern recognition
gan: Lushan, Mihodi Hasan, et al.
Cyhoeddwyd: (2018)

Identification of fake news using machine learning in distributed system
gan: Saif, Mehruz, et al.
Cyhoeddwyd: (2021)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
gan: Karim, Shabab, et al.
Cyhoeddwyd: (2018)

A thesis on utilizing machine learning models to predict material hardship
gan: Das, Tirtha
Cyhoeddwyd: (2024)

Machine learning as an indicator for breast cancer prediction
gan: Shadman, Tahsin Mohammed, et al.
Cyhoeddwyd: (2019)

Prediction on large scale data using extreme gradient boosting
gan: Sawon, Md.Tariq Hasan, et al.
Cyhoeddwyd: (2016)

An implementation and analysis of deep learning models for the detection of wheat diseases
gan: Zubair, Ahmad, et al.
Cyhoeddwyd: (2024)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
gan: Alhossen, Md., et al.
Cyhoeddwyd: (2021)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
gan: Rahee, Arnob, et al.
Cyhoeddwyd: (2021)

Application of machine learning techniques on the context of livestock analysis
gan: Islam, Md. Shajedul, et al.
Cyhoeddwyd: (2018)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
gan: Turjo, Aquib Abtahi, et al.
Cyhoeddwyd: (2021)

Predicting peak performance of a cricket player using machine learning and data analytics
gan: Azam, Akif, et al.
Cyhoeddwyd: (2023)

Predicting climate induced floods using machine learning
gan: Saleh, Chowdhury Nafis, et al.
Cyhoeddwyd: (2022)