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Hidden Markov Model: Rumor Detection

₹600-1500 INR

Closed
Posted 4 months ago

₹600-1500 INR

Paid on delivery
I'm in need of a Python developer with specialized skills in machine learning and data processing. This project mainly focuses on rumor detection on datasets such as pheme dataset for rumor detection using a Hidden Markov Model. The key responsibilities and skills needed for the job include: - Expertise in Python language - Proficiency in machine learning algorithms, with particular emphasis on Hidden Markov Models - Experience in natural language processing and text mining will be a plus The task will entail: - Constructing a Hidden Markov Model in Python - Training the model exclusively on used dataset for accurate rumor detection - Ensuring that the model focuses specifically on Twitter data Applicants who have prior experience in rumor detection or related fields are preferred.
Project ID: 37670175

About the project

8 proposals
Remote project
Active 3 mos ago

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8 freelancers are bidding on average ₹1,863 INR for this job
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Hello, i am a data scientist i have good skills in machine learning i work on this project, let's discuss details on chat. Best regards younes
₹1,050 INR in 7 days
5.0 (10 reviews)
3.9
3.9
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I can develop a model on rumor detection using a Hidden Markov Model. I am a freelancer having 7 years of experience in Python Language Development. I'm having the following skills in python: ◈ Object-Oriented Programming (OOP) in python ◈ R programming ◈ Jupyter notebook and Google Colab ◈ Data structures and Algorithms ◈ Web development with frameworks such as Django, Flask, and Streamlit and others ◈ Machine learning, deep learning, and Artificial Intelligence ◈ Database integration, including SQL and NoSQL ◈ Data analysis and visualizations ◈ Text processing and natural language processing, Tokenization ◈ Debugging and troubleshooting ◈ Functional programming ◈ Tkinter I hope I'm a good candidate for your project. I will deliver your project on time with quality assurance at affordable price. Please message me so that we can discuss more about your project.
₹1,500 INR in 2 days
5.0 (14 reviews)
3.4
3.4
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Greetings! Thanks for posting this job. I have checked your project description. ✅I'm AI engineer also Developer.✅ I am very familiar to Deep learning such as Tensorflow and Keras, Yolo,... I have a good hands on working with Python, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm My area of expertise is building Image Processing, Classification/Prediction/Clustering, NLP, Mask-RCNN, Object recognize, Object detection. I usual using many techniques and library, frameworks such as tensorflow, machine learning such as CNN, DNN, FCRN, SVN etc. Collaborating with professionals with expertise in machine learning and Python will greatly enhance the chances of success for your project. They can apply best practices and state-of-the-art techniques to improve your model's accuracy and address any overfitting issues. We will be in your budget too. Regards, Karrtik Baheti
₹7,050 INR in 7 days
5.0 (1 review)
2.7
2.7
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Hello there, I have hands on knowledge of python and machine lear More than one year. I build lot of projects using ML and also NLP. I used hidden markow model many times for training datasets. I definitely do your task. Thank you. Reply as soon as possible.
₹1,500 INR in 1 day
5.0 (4 reviews)
2.3
2.3
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As an experienced Python developer specializing in Machine Learning and data processing, I am confident that I would be an excellent fit for your Hidden Markov Model project. With a sharp focus on constructing, optimizing, and training algorithms, my expertise aligns perfectly with the task at hand. Not only have I successfully utilized various ML models, but my specialization in Python stands as a cornerstone to your project's success. I recognize the significance of natural language processing (NLP) to extract meaningful information from text data, and have hands-on experience across several NLP libraries. This skill can undoubtedly aid me in ensuring that the Hidden Markov Model is effectively constructed and trained on your specific Twitter dataset for accurate rumor detection. Moreover, my statistical background allows me to approach projects like yours with a rigorous methodology. I'll delve into the Pheme dataset, engaging statistical analysis techniques to ensure optimal model performance. My penchant for delivering high-quality solutions and timeliness stem from my three years of working in the industry, making me confident that I'd be able to deliver top-notch results to meet your specific requirements.
₹700 INR in 3 days
0.0 (0 reviews)
0.0
0.0
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As someone who has spent a large portion of their career dedicated to data science and machine learning, I can confidently say that I am well-equipped to tackle your project on rumor detection using a Hidden Markov Model. Not only do I have a deep understanding of Python and its libraries including scikit-learn, I also possess an astute comprehension of the statistical fundamentals upon which machine learning is built. My experience with natural language processing and text mining is an added advantage for your project's underlying need. In my fifteen years as a software engineer, I've honed the ability to work with complex data sets such as the pheme dataset you outlined. It also bears noting that I have a proclivity for solving challenging problems through innovative thinking and writing clean, more maintainable software; key traits that are sure to be valuable in your project. My proficiency in incorporating CI/CD pipelines into my work would streamline the processing and training required by the Hidden Markov Model to ensure optimal performance and efficiency. Lastly, let's not overlook that this project focuses particularly on Twitter data. As an engineer, specifically trained in working with real-time data systems, I am well-acquainted with manipulating and making sense of fast-paced social media datasets like those found on Twitter.
₹1,050 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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Hey! I'm your go-to rumor detective with a knack for spotting online gossip. I've been using cool Hidden Markov Models to track how rumors evolve over time. From when they first pop up to their social media stardom and eventual fading away – I've got the lowdown. I've been doing this for a bit, so I know how to train these models, set up smart detection tricks, and make sure we catch those rumors in action. Let me handle this, and we'll kick those pesky rumors to the curb together!
₹1,000 INR in 4 days
0.0 (0 reviews)
0.0
0.0
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Hi! I have a strong background in mathematical problem-solving and over 6 years of experience using Python. My work in financial markets involved designing intricate models and processing voluminous datasets, similar to what your project entails. Furthermore, deep learning projects are one of my key areas of interest. You can also check one of the data science examples in my profile; I may also provide additional ones on request, tailored to your area of interest.
₹1,050 INR in 7 days
5.0 (1 review)
0.2
0.2

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Flag of INDIA
Delhi, India
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Member since Jan 19, 2024

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