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Browsing Project Report by Subject "Machine learning"

Browsing Project Report by Subject "Machine learning"

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  • Classification of Health Awareness Level of Pregnant Women Using Machine Learning Algorithm in Rural Area of Bangladesh 
    Akter, Salma; Ahmed, MD. Maruf (Daffodil International University, 22-09-13)
    This cross-section study was driven to notice the health awareness level from the nutritional level, hygiene level, and planning level of the pregnant woman in pekua, cox’s Bazar in Bangladesh. Though mothers play a ...
  • Classify Tigers in Machine Learning Approach 
    Arafin, Masrur; Hasan, Rakibul (Daffodil International University, 23-01-29)
    The classification of tiger images in this research uses the Tensor Flow framework and deep learning, which is also known as machine learning. Python is used as a programming language because of how successfully it functions. ...
  • Climate-Saver System Based on IoT 
    Hassan, Mosfiqun Nahid; Galib, FM; Diba, Jannatun Nayem (Daffodil International University, 2019-12)
    21st century is the era of science and technology. With the advancement of technology to create a safe & clean environment, the number of electronic devices in our daily lives has increased. There is a strong need to ...
  • A Comparative Analysis of Machine Learning Algorithms for Personality Traits Prediction 
    Rahman, MD Mahfuzur; MD Sheblu Khan (Daffodil International University, 23-02-12)
    Humans' personalities play a significant psychological role. One characteristic that affects how people interact with the outside environment is personality. A person's personality can be thought of as a crucial component ...
  • A Comparative Analysis of Machine Learning Algorithms to Predict Polycystic Ovarian Syndrome (PCOS) 
    Ananna, Fariha Jannat; Shefa, Fatema Tuz Zohora; Roy, Soma (Daffodil International University, 2021-09-09)
    In health services, artificial intelligence is used for early diagnosis functions to manage huge quantities of medical studies with great accuracy and precision. PCOS is a hormonal illness that affects a woman's menstrual ...
  • Comparative Sentiment Analysis Using Difference Types of Machine Learning Algorithm 
    Hossain, Rakib; Ahamed, Fowjael (Daffodil International University, 2019-12)
    The company is becoming digital-focused in today's world company. Companies are selling their goods and searching for input from customers. It becomes difficult to say that the product is good or not based on their ...
  • A Comparative Study between Bangla-English Languages on Question-Answer Using LSTM Based Attention Mechanism 
    Nabi, Nusrat; Islam, Sumiya; Siddiquee, Sakib Ahmad; Al Hossain, Syed Rakib (Daffodil International University, 2021-12-05)
    Recently, breakthroughs of NLP research have improved a range of activities, most notably the Question Answering System for many languages. Since the last few years, question answering (QA) systems have grown at a breakneck ...
  • A Comparative Study between Machine and Deep Learning Models for the Prediction of Bank Credit Recovery 
    Tahmid, Nazre Imam; Haque, Nasimul; Faruque, Md. Umar (Daffodil International University, 2022-01-04)
    Nowadays, technology is advancing rapidly. With the advancement of technology, many institutions are adapting their business with new technologies. Institutions have huge amounts of data about the employers and clients. ...
  • A Comparative Study on Prediction of Hepatitis B Virus (HBV) Using Machine Learning Algorithm 
    Musabbir, Muhammad; Hasan, Md. Mehedi (Daffodil International University, 2021-01-31)
    The Hepatitis B virus (HBV) can cause acute and chronic liver infections. It is transmitted through infected blood products, unprotected sex, infected items such as needles, razor blades, dental or medical equipment, ...
  • Comparison of Different Machine Learning Algorithm for Detecting Bankruptcy 
    Keya, Maria Sultana; Akter, Himu; Sozib, Md. Atiqur Rahman (Daffodil International University, 2021-01-15)
    There have been severe experiments from academics and merchandisers concerning models for Predicting bankruptcy. The paper propounds an extensive rethink of work done during 5 years in the petition of intellectual strategy ...
  • Computer Networking with Cisco 
    Solaiman, MD. Abu (Daffodil International University, 23-02-12)
    This stage is a representation of how the Internet Service Provider operates. The main driving force behind the report is to use hands-on experience at Networld Technology Limited, Kawran Bazer in Dhaka to learn more about ...
  • Computer Vision Based Flower Recognition 
    Faysal, Asif (Daffodil International University, 2019-12)
    Flower is the essential part of the beautiful nature. Its colors make the nature more colorful and balanced for the nature lover. Every day in our life, we have to go outside and so many things came front of us from the ...
  • Context-Based Understanding of Scholarly Articles and Stem Research Using Text Mining Approach 
    Kafi, MD. Abdullah Al; Tasnova, Israt Jahan; Islam, MD. Wadud (Daffodil International University, 23-02-18)
    Publishers adopt different ways to sort the papers. Two of the most common tagging methods are Journal based tagging and Content-based tagging. In journal based tagging the tags are given to the papers depending on the ...
  • A Convolutional Neural Network Based Potato Leaf Diseases Detection Using Sequential Model 
    Bonik, Choyon Chandra; Akter, Flora; Rashid, Md. Harunur (23-01-29)
    One of Bangladesh's primary agricultural products is the potato. In recent decades, Bangladesh has seen a surge in the popularity of potato farms. Nonetheless, farmer’s expenses in potato production are rising as a result ...
  • A Convolutional Neural Network Model for Prediction of Paddy Crop Disease 
    Opy, Md. Ahasanul Kobir; Alom, Md. Shahin (Daffodil International University, 23-03-01)
    Rice is a dietary staple all through Indian Subcontinent, notably in Bangladesh. The staple food consumed by 130 million people in Bangladesh is rice. To feed its 130 million people, Bangladesh currently produces 25 million ...
  • COVID-19 Detection Using Chest X-Ray 
    Mahi, Nafis Mahmud (Daffodil International University, 23-03-01)
    In this research paper, we build ML model to detect COVID-19 with chest x-ray image. The model was trained on a dataset of x-ray images,we trained our model using chest x-ray images. With some images showing signs of ...
  • Cricket Match Winning Prediction 
    Hosen, Maruf; Al-Mamun, Abdullah (Daffodil International University, 2021-06-03)
    The multi-billion dollar industry is cricket betting. There is also a great incentive for models which can forecast the results of games and overcome bookers' odds. The objective of this thesis was to explore the extent ...
  • Crime Rate Analysis Using Machine Learning Technique 
    Tasnim, Jerin; Rahman, Nadia (Daffodil International University, 23-02-12)
    A method for methodically detecting crime, analyzing crime patterns, and anticipating crime trends is crime analysis. The information gleaned from machine learning is of great use to police officers and can be applied to ...
  • Crops Production Predict Using Machine Learning on Perspective of Bangladesh 
    Shaon, Sibli Shadik; Zihad, Md. Ferdous Sarker; Al Mamun, Abdullah (Daffodil International University, 2022-01)
    Bangladesh is predominantly agricultural country and the agriculture sector is crucial to the country's economic development. To maintain long-term food security for humans, it is necessary to developing a productive, ...
  • Cuisine Prediction Based on Ingredients 
    Islam, S. K. M Shadekul; Mitu, Majeda Akter; Mobashira, Mysha (Daffodil International University, 23-01-29)
    Cuisine prediction based on ingredients is a complex task that has numerous applications in the food industry, including recipe recommendation and food delivery. Accurate and reliable prediction models have the potential ...

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