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Develop a ML model using two datasets

$50-75 USD

Closed
Posted 16 days ago

$50-75 USD

Paid on delivery
Hey there! I'm looking for someone to create a model that can identify regular website traffic from bot traffic using two datasets. I have two datasets in the form of JSON array with user analytics (with each dataset containing about 10,000 entries for each.) I prefer to use almost all possible features from these datasets, except confidence feature which can be disregarded. (Please check the dataset so you can get an idea) Datasets: Good Dataset Bad Dataset I have attached a sample from both so you can see. (In this sample, I only have one entry for you from each dataset.) Deliverables: Well documented Jupyter File Notebook (With clear steps, some data visualisation, testing, and also model should be saved in the end) Minimum Accuracy should be at least 90%. Deadline : 5th of May Max Budget: 75$ Thanks.
Project ID: 38050481

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9 proposals
Remote project
Active 16 days ago

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9 freelancers are bidding on average $72 USD for this job
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❇️ I can build a model to identify real website traffic from bots using your datasets. I'm skilled in data analysis and machine learning, and I can leverage nearly all features in your JSON datasets (excluding confidence). Let's chat to discuss your data further and ensure the model achieves at least 90% accuracy. I'll deliver a well-documented Jupyter Notebook with clear steps, visualizations, testing, and a saved model by your May 5th deadline. Budget-wise, I can work within your $75 maximum. **Here are some of my relevant data analysis and machine learning projects:** ✅ Website Traffic Classification Model ✅ Customer Segmentation Analysis with Machine Learning (optional, replace if not relevant) ✅ Fraud Detection System Developmen ✅ Sentiment Analysis Model for Social Media Data ✅ Image Classification Project with Machine Learning ✅ Spam Email Detection Model with Natural Language Processing ✅ Data Visualization and Reporting Dashboard ✅ Machine Learning Model for Predictive Analytics
$75 USD in 2 days
5.0 (33 reviews)
6.1
6.1
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Hi there, I checked your requirements and guarantee you that i have relevant experience in Python and ML it's gonna be done within the highest quality . Let's contact via chat so that I can start work immediately
$110 USD in 1 day
4.9 (30 reviews)
5.4
5.4
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As an AI enthusiast with extensive experience in Machine Learning and Deep Learning, I'm thrilled at the prospect of working on your website traffic classification project. I understand the gravity of your datasets, with both 'Good' and 'Bad' patterns that require serious attention. My greater understanding of their structures allows me to make informed feature selections ensuring maximum accuracy. My client-centric approach perfectly aligns with your needs. With me, you're not only guaranteed quality but also cost-effective solutions. Over years in this field, I've grasped every bit of the Data Science domain, right from data cleaning and preparation, analysis to visualization. This will prove invaluable in meeting your expected project outcome. Furthermore, my mastery of Python, essential for ML work, enhances my ability to interpret your JSON arrays, implement insightful visualizations and document the entire process via a well-documented Jupyter Notebook. My main goal is always your satisfaction, and payment is only requested once you are confident that all project objectives have been accomplished satisfactorily. So let's leverage my expertise and your datasets to develop a powerful ML model by May 5th! Oh, and rest assured - God may be the one we trust but with me, all others bring data!
$50 USD in 7 days
4.9 (27 reviews)
4.3
4.3
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⭐ Hi, My availability is immediate. I read your project post on Python/AI/ML Developer to create a model that can identify regular website traffic from bot traffic using two datasets. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - React, JavaScript, jQuery, TypeScript, NextJS, React Native - NodeJS, ExpressJS - Web App Development, Data Science, Web/API Scrapping - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, GPC, Digital Ocean, GoDaddy, Web Hosting - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. - ML Toos: ChatGPT, Llama, Google Bard, OpenAI, Artificial Intelligence, - AWS SageMaker, AWS Bedrock, AWS Machine Learning Services, AWS AI Services - Azure Cognitive Services, Azure Bot Service, Azure QnA Maker, Azure Vision, Azure Document Intelligence, Azure OpenAI - Tableau, PowerBI - AI: Generative AI, Langchain, LLM, RAG - Artificial Intelligence, Machine Learning, Deep Learning, Chatbot Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
$75 USD in 1 day
4.3 (13 reviews)
4.1
4.1
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My name is Katie, and I have the precise set of skills you need to develop your ML model. With a proficiency in Python and a deep knowledge of machine learning algorithms, I have successfully built models capable of detecting anomalies in high-volume datasets that could be helpful for this project. Moreover, my unwavering commitment to client satisfaction aligns perfectly with your needs. As evidenced by my well-documented and detailed Jupyter Notebooks, I make sure to provide clear steps, data visualizations, and thorough testing which align with your expectation for deliverables. As a bonus point, I have experience working with large datasets like yours. By leveraging almost all the features from your JSON arrays, except the 'confidence' feature which can be disregarded as per your preference, I am confident in delivering not just an accurate model but one maintaining at least 90% accuracy - if not higher. Being deadline-oriented and understanding of budgets, I assure you that I can complete the project within the given timeframe and budget without compromising on quality or desired outcomes. By choosing me for this task, you can rest assured that you're placing it in safe and capable hands.
$75 USD in 5 days
5.0 (4 reviews)
3.6
3.6
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Hello, With over 5 years of expertise in AI, ML, DL, Python, GPT, and Chatbot development, I'm well-equipped to create a model distinguishing regular from bot website traffic using provided datasets. Leveraging extensive experience, I'll develop a Jupyter Notebook with clear steps, visualization, and a model achieving a minimum accuracy of 90%, all within your budget and deadline. Let's connect over chat to discuss the project details further, so we have a thorough understanding of the requirements. Looking forward to the opportunity to collaborate with you on this project. Regards, Haseeb Suhail.
$75 USD in 7 days
5.0 (1 review)
0.9
0.9
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Hey Gihan P. , I just finished reading the job description and I see you are looking for someone experienced in Python, Deep Learning and Machine Learning (ML). This is something I can do, Please review my profile to confirm that I have great experience working with these tech stacks. While I have few questions: 1. These are all the requirements? If not, Please share more detailed requirements. 2. Do you currently have anything done for the job or it has to be done from scratch? 3. What is the timeline to get this done? Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) I will share you the my recent work in the private chat due to privacy concerns! Please start the chat to discuss it further. Regards, Ahmed
$50 USD in 1 day
0.0 (2 reviews)
0.0
0.0
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I'm excited about the opportunity to create a model to differentiate regular website traffic from bot traffic using your two datasets. With expertise in data analysis and machine learning, I'll leverage the features from the JSON arrays to develop an effective model. I'll utilize almost all possible features, excluding the confidence feature as per your preference. Let's collaborate to build a robust solution for your needs.
$75 USD in 5 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of SRI LANKA
Piliyandala, Sri Lanka
5.0
32
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Member since Sep 20, 2017

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