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Group Project

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$50-150 CAD

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## Requirements To successfully complete this project, you need to collect and process data, then train and evaluate at least two machine learning models and lastly deploy them to a website. Please see below for further details: > Python (or a python package) is to be used everywhere it possibly can! **Data Collection** Data can be collected (legally) from anywhere. You may use data that you already have; or from sites that allow you to download the data, for example, [UCI Machine Learning Repository]([login to view URL]) or [Kaggle Datasets]([login to view URL]); or via web scraping; or via an API. We can restrict ourselves to data that would fit nicely into a spreadsheet. The content and amount of data are not the main consideration, as long as the data has: - at least 10 variables - three or more data types - two or more problems: missing data, inconsistencies, errors, categorical data that needs to be converted to numeric, entries like text that need to be converted into proper features, etc. - if the data does not have enough problems, you can substitute one problem for feature engineering (creating new features from the original features) We are not concerned with acquiring *huge* datasets or creating super accurate models, but more with the process of creating a proper pipeline for machine learning and, for any model deployed, having a reliable estimate of its performance. Although, some effort should go into improving an initial model. How many datasets do you need? - Groups of 2 need **two** datasets - Group of 3 needs **three** datasets **Database** After the data has been collected and processed, it should be stored in a SQLite database. At a minimum, each dataset should have its own table. Database and table creation and data insertion can be done either with the `sqlite3` package or with `Pandas`. Both SQLite and `sqlite3` come with Python. **Machine Learning Models** For each dataset you should train, evaluate, and save a machine learning model: - one model should be for a *classification* problem - the other model should be for a *regression* problem - Group of 3: you should have 2 of one type A *validation* dataset must be used to either select between models, or to choose between hyperparameter values of a single model. A *test* dataset must be used to evaluate the performance of the final chosen model. **Website** The final models should be presented to an end-user through a website. (Deployment need only be to *localhost*). The website must be done using a Python "web framework", e.g., *flask*, *Django*, *streamlit*. The website should have: - a *Welcome* page that describes your project - an *About* page for each dataset that provides: - the source of the dataset - definition of each variable in the dataset - a view of a sample of the dataset used for training (pulled from the database) - a page for each machine learning model that: - identifies the model being used, with a brief description - allows the end-user to enter their own data to get a prediction **[login to view URL]** This file should present the reader with a basic description of your project and how they can use it. **[login to view URL]** This file contains all packages necessary to run your code. This file should allow the user to install all necessary packages via the command: `pip install -r [login to view URL]` ## Structure - All project related code in a single Github repository - All code in the repository is only FINAL code - The repository structure is - main folder - data collection - data processing - database - models - model 1 - model 2 - model 3 (if required) - website [login to view URL] [login to view URL] - [login to view URL] - [login to view URL] - Each subfolder should be logically organized github repository
Projekt-ID: 37991257

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31 forslag
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Aktiv 6 dage siden

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31 freelancere byder i gennemsnit $162 CAD på dette job
Brug Avatar.
Greetings, Thank you for considering my application for this project. As an AI Engineer and Developer with over 8+ years of experience, I bring a wealth of knowledge and expertise in the field of Deep Learning. I have carefully reviewed the project description and am eager to discuss your specific needs and requirements in more detail. My commitment is to provide dedicated support and consistent follow-up throughout the project's lifecycle. Please feel free to reach out to me to further discuss how I can contribute to the success of your project. Looking forward to the opportunity of working together. Best regards, KuroKien
$100 CAD på 1 dag
4,9 (218 anmeldelser)
6,6
6,6
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Drawing from my extensive experience in Python and web scraping, I am Ghulam, the ideal fit for your group project. With an aim to create a proper pipeline for machine learning and deploying models on a website, my coding skills will ensure all processes are conducted seamlessly. Furthermore, my ability to collect and process data legally from multiple sources and high-level fluency in Python makes me more than capable of fulfilling the extensive dataset requirements you need. To store the collected data efficiently, I can smoothly integrate it into a SQLite database with separate tables for each dataset, ensuring optimum data organization. Subsequently, I will leverage my expertise in machine learning algorithms to train, evaluate and save a classification and regression model for each dataset as needed. Furthermore, I'll ensure that essential components like validation and test datasets are properly implemented to guarantee accurate performance estimation. Lastly, my solid knowledge of Python web frameworks especially Flask, Django, and Streamlit lends itself perfectly to the final phase of this project. It allows me to build websites that not only serve as an interface for casual users but also give detailed insights into the datasets used. Emphasizing logical file organization and clarity in every step of the process is important to me so you can expect clean, reliable code ready for deployment after thorough testing. Kindly review my work so far in
$100 CAD på 3 dage
5,0 (20 anmeldelser)
5,2
5,2
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Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences(Tensorflow/Keras/Pytorch/Sklearn, Matlab/Python/C/C++/...). Please contact me to discuss about the project in more details. Waiting for your contact now... Thanks. Best Regards.
$200 CAD på 1 dag
4,9 (31 anmeldelser)
5,4
5,4
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I can do it. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating from this platform give me a chance to show you the best i can do at your service.
$100 CAD på 7 dage
4,5 (53 anmeldelser)
5,6
5,6
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Alright. I am a data scientist with 5+ years of experience. I will provide you top class quality work and unlimited revisions if required. Let's head over to chat and discuss more. Regards, Anas Zafar
$100 CAD på 2 dage
5,0 (13 anmeldelser)
4,5
4,5
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Hello , Sir/ Mam I have checked Requirements As a seasoned developer with a wealth of Experience I'm confident I can bring your virtual reality project to life. My track record as demonstrated in my 100% job completion and 5-star review rating showcases My ability to deliver exceptional results on time and with utmost quality I believe that my skill set makes me the ideal candidate for this project Please come on chat we will discuss more about this I will be waiting for your reply . Thank you !
$100 CAD på 3 dage
5,0 (10 anmeldelser)
4,1
4,1
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Hello there Jenil P., Good evening! My name is Jane a professional data analyst with skills including Web Scraping, Data Mining and Python. I have over 5 years in tutoring data analysis and statistics. Having completed similar project, I am confident in my ability to deliver high-quality results for this project. I am eager to discuss further details and see how I can contribute to your team. I am happy to offer a free consultation and a 10% discount for first-time clients. Please send a message to discuss more about this project. Regards Jane
$180 CAD på 4 dage
5,0 (3 anmeldelser)
3,2
3,2
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kii-te-daas a I can do this project. I am a professional Linux and developer in PHP, Wordpress, Laravel, Magento, Joomla, Prestashop, OpenCart, Yii, NodeJS, ReactJS, Angular, Vue.js, HTML5, CSS3 and jQuery. I can do this project. Please hire me. I think, You will contentment with my skills. I can fix your site issue successfully I am looking forward to having further discussions with you and can start working immediately. Best regards, Giáp Văn Hưng
$150 CAD på 7 dage
4,8 (7 anmeldelser)
2,9
2,9
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hello Jenil P. After checking the job posting Group Project, I felt that your project was similar to one I had worked on before. I have undertaken similar projects to ensure I can provide you with satisfactory results. I can start your project right away and you would be interested in discussing the project details. Thank you for taking the time to review our letter. I look forward to hearing from you regarding further steps. thank you Paulo
$250 CAD på 7 dage
5,0 (1 bedømmelse)
2,6
2,6
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I have 5 years of experience in machine learning and data collection and deployment on website using flask. I can complete this project with all the requirements within 2-3 days that will include complete report as well readme and same data structures. I will use sqlite to store all the data as a sql database.
$150 CAD på 3 dage
4,3 (12 anmeldelser)
3,1
3,1
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Dear Jenil P. I'm writing to express my interest in the job "Group Project" regarding to the web scraping position. With my strong background in Python including the skills "Web Scraping, Data Mining and Python" you mentioned and experience in extracting data from various websites, I'm confident in my ability to deliver high-quality scraping solutions. I'm eager to contribute my skills to your bueiness and help achieve your data acquisition goals. Thank you for considering my application. Sincerely, Mizz
$120 CAD på 6 dage
0,0 (0 anmeldelser)
0,0
0,0
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Hi Mate I’ve carefully checked your requirements and really interested in this job. I’m full stack node.js developer working at large-scale apps. I’m offering best quality and highest performance at lowest price. I can complete your project on time and your will experience great satisfaction with me. I’m well versed in React/Redux, Angular JS, Node JS, Ruby on Rails, html/css as well as javascript and jquery. I have rich experienced in Python, Web Scraping and Data Mining. I am checking your attachment, I'll update you shortly... I’m ready to discuss your project and start immediately. "web framework" Looking forward to hearing you back and discussing all details.. Thank you. Artem B.
$137 CAD på 2 dage
0,0 (0 anmeldelser)
0,0
0,0
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Good evening Jenil P., I'm interested in your project, Group Project With expertise in Web Scraping, Python and Data Mining, I'm confident I can deliver quality results. Let's discuss further details and get started! Best regards
$100 CAD på 1 dag
0,0 (0 anmeldelser)
0,0
0,0
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Dear Jenil P., I am excited to submit my proposal for your project, "Group Project." I have over 8 years of experience in the field and have successfully completed similar projects in the past. My skills in Data Mining, Python and Web Scraping make me a perfect fit for this project. I am dedicated to delivering results that exceed your expectations. I am looking forward to discussing the project details with you and am available to start immediately. Thank you for considering my proposal. I look forward to the opportunity to work with you. Best regards, Carson L
$100 CAD på 3 dage
0,0 (0 anmeldelser)
0,0
0,0
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✔✔✔✔✔Hi there.✔✔✔✔✔ I understood your requirement completely and have experience developing similar project. I have read the detail and know that i can help you with my skill. I have rich experience in Web Scraping, Data Mining and Python for 5+ years. So, I can give you the best outcome within a desired time and it might bring us futuristic cooperation in this field. I am ready to start work immediately and can work full time for you. Looking forward to working with you. Thank-you & welcome. LET'S DISCUSS MORE ABOUT THE PROJECT AND THE BUDGET.
$200 CAD på 3 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
Hi. Jenil P.. I have checked your project description in detail. I am very interested your project. I am a senior software developer and I am familiar with Web Scraping, Data Mining and Python. I have much expriences and skill with development of Web and desktop, mobile app using laravel, vue.js, react.js, express, flutter, react native and so on. I am also very experienced in AI development using Python. I am very serious to the detail and available to start your job immediately. I am working on Us timezone and provide you high quality work. If you will entrust your project, I will have another opertunity which shine my skill. Hope for the best. Regards.
$115 CAD på 6 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
⭐⭐⭐⭐⭐Hi there.⭐⭐⭐⭐⭐ I have read the detail and know that i can help you with my skill. I have rich experience in Data Mining, Web Scraping and Python for 7+ years. So, I can give you the best outcome within a desired time and it might bring us futuristic cooperation in this field. I am ready to start work immediately and can work full time for you. Looking forward to working with you. Thank-you & welcome. LET'S DISCUSS MORE ABOUT THE PROJECT AND THE BUDGET.
$200 CAD på 3 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
Hi there! Thank you for the job posting! I've carefully read your job description "Group Project", and found out that this is the something I can do. Would you like to arrange a short call for more discussion? Thank you. David
$50 CAD på 3 dage
0,0 (0 anmeldelser)
0,0
0,0
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⭐️⭐️⭐️⭐️⭐️ The best service for your project ⭐️⭐️⭐️⭐️⭐️ Good evening I am familiar with Python, Web Scraping and Data Mining. ✓ Completed over 50 Web/Mobile projects ✓ Among top 2% freelancers pool ✓ Punctual with deadlines ✓ Excellent communication skills ✓ Result-oriented freelancer ✓ Experienced in similar projects ✓ Working according to 24/7 I'm eager to start working as soon as I hear back positively. Kind regards Elisabeth
$115 CAD på 2 dage
0,0 (0 anmeldelser)
0,0
0,0
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Greetings,Upon reviewing the project details, I find that it aligns well with my proficiency in WEB development. As an experienced software developer, I am confident in my ability to deliver satisfactory results within the stipulated time frame. I am eager to engage in further discussion to explore how I can contribute to the project's success. Additionally, I have a particular affinity for educational projects. Best regards
$100 CAD på 2 dage
0,0 (0 anmeldelser)
0,0
0,0

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Medlem siden dec. 15, 2023

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