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SHAP Analysis Python Expert Needed

$15-25 USD / hour

Closed
Posted about 2 months ago

$15-25 USD / hour

I'm in need of a skilled freelancer who excels in Python programming for a specific task involving SHAP (SHapley Additive exPlanations) analysis on a unique dataset. My project revolves around audio data, specifically speech recordings, and I require insightful explanations behind model predictions. **Ideal Skills and Experience:** - Proficiency in Python - Experience with Google Colab - Knowledge in audio data processing - Familiarity with SHAP library or similar interpretability frameworks - Background in data science, especially with a focus on audio analysis **Project Requirements:** 1. Develop a Python code to run in Google Colab. 2. The code should be capable of applying SHAP analysis to audio data, emphasizing speech recordings. 3. Provide a clear explanation of the model's predictions, highlighting the importance of features in the context of speech recordings. 4. Experience with audio processing libraries in Python could be a plus. This project aims to uncover the "why" behind model predictions on speech data, making this a crucial step for further research and development in speech analysis. If you have the skills and experience listed above, I'd love to hear from you.
Project ID: 37794360

About the project

44 proposals
Remote project
Active 15 days ago

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44 freelancers are bidding on average $23 USD/hour for this job
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Good day Michael, I have read initial high level requirements of your project & discussed with my technical team lead too. I was wondering, if you can please spare few minutes to discuss requirements thru' chat? I can then also ask few questions to clear the scope of work and after that it would be easy for me to give you our firm bid. For quick response & one-on-one communication, you may click on the chat button, as I am online most of the time. Look forward to hearing from you. Regards, Yasir LEADconcept
$20 USD in 40 days
5.0 (53 reviews)
8.6
8.6
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Hi Good evening , I have read the brief details on your job listing . I see you have been looking for someone experienced with Software Architecture, Data Mining, Machine Learning (ML), Python and Data Processing. Its been 8 years since I have been working on freelancer.com, I have 9 years of experience doing similar jobs. I would request you to check my profile and review projects, feedbacks of projects related to those skills. Questions: 1. These are all the requirements of your job or do you have more? If yes, Please provide detailed requirements in chat and let me review and get back with queries. 2. Do you currently have anything done or this job has to be done from scratch? 3. What is the timeline to get this job done? 4. Are you open to use 3rd party APIS for it even if they are paid? 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. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) Please initiate the chat so we could discuss it in detail and we will continue from there. Thanks! Awais
$25 USD in 31 days
4.9 (100 reviews)
8.5
8.5
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Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 900 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion. Thank you Sandeep
$20 USD in 40 days
4.9 (514 reviews)
8.5
8.5
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Hi there,I'm biddin on your project "SHAP Analysis Python Expert Needed" I have read your project description and i'm an expert in Machine learning/Python/C++/Java and Data science therefore i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks. .. .
$50 USD in 1047 days
4.8 (105 reviews)
8.0
8.0
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I am Python Data Scientist with expertise in SHAP analysis and audio data processing. I have experience working with Google Colab and interpreting model predictions. My background in data science, particularly in audio analysis, makes me well-suited for this project. I can develop a Python code to apply SHAP analysis to speech recordings and provide clear explanations of model predictions. I'm confident in my ability to uncover the 'why' behind model predictions and contribute to further research in speech analysis.
$25 USD in 40 days
5.0 (169 reviews)
7.7
7.7
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Hi, I am writing to apply for the position of SHAP Analysis Python Expert. With my expertise in Python programming and experience in SHAP analysis, I am confident in my ability to provide valuable insights and interpretability to your machine learning models. Skills and Experience: Proficiency in Python programming language. Strong understanding of machine learning algorithms and techniques. Experience in SHAP (SHapley Additive exPlanations) analysis. Knowledge of feature importance and model interpretability. Familiarity with popular machine learning libraries, such as scikit-learn and TensorFlow. Benefits: SHAP Analysis Expertise: I bring a deep understanding of SHAP analysis and its applications in interpreting machine learning models. I will leverage this expertise to provide valuable insights into the importance of features and their impact on model predictions. Model Interpretability: I will help you gain a better understanding of your machine learning models by providing clear and interpretable explanations. This will enable you to make informed decisions, understand model behavior, and build trust in your models. Feature Importance Analysis: I will conduct feature importance analysis using SHAP values to identify the most influential features in your models. This will help you prioritize and focus on the most relevant factors driving model predictions. Sincerely,
$20 USD in 40 days
4.7 (118 reviews)
7.9
7.9
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Hi, How are you? I just saw your job posting and I felt that I can help you with this job considering the experience I have with Data Processing, Machine Learning (ML), Data Mining, Python and Software Architecture. Please check my portfolio: https://www.freelancer.com/u/AITSoft Regards, Shamshad
$25 USD in 30 days
5.0 (45 reviews)
6.8
6.8
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Dear Michael N.,   We carefully studied the description of your project and we can confirm that we understand your needs and are also interested in your project. Our team has the necessary resources to start your project as soon as possible and complete it in a very short time.   We are 25 years in this business and our technical specialists have strong experience in Python, Data Processing, Software Architecture, Machine Learning (ML), Data Mining and other technologies relevant to your project.   Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews.   Please contact us via Freelancer Chat to discuss your project in details or let's appoint time for Zoom meeting to meet and discuss your project in details.    Best regards, Sales department Tangram Canada Inc.   
$25 USD in 5 days
4.2 (56 reviews)
7.5
7.5
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Hi there! As I have read, I see you need help in Python programming I could help you develop this project and accomplish what you need to get a good job. I'm a professional Software Engineer with more than 10 years of experience and more than 300 projects done here on this platform. I offer unlimited revisions and I don't require any payment in front. I always meet delivery deadlines working until I get the desired results. I know all the most used softwares to do this project specifically, I could even give you some other options in case you think is better to use other tools. Send me a message so I can show you my previous work and we can discuss more. Yours truly, Giovanni.
$15 USD in 40 days
4.9 (37 reviews)
6.5
6.5
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Hi there, I'm thrilled to apply for your SHAP Analysis Python Expert Needed project. With 4-5 years of experience in Data Mining, Data Processing, Python, Software Architecture and Machine Learning (ML), I'm confident in my ability to bring valuable insights and expertise to your initiative. Please note that the initial bid is an estimate, and the final quote will be provided after a thorough discussion of the project requirements or upon reviewing any detailed documentation you can share. Could you please share any available detailed documentation? I'm also open to further discussions to explore specific aspects of the project. Feel free to check out my profile, showcasing my portfolio, past jobs, and client reviews. It reflects the quality and professionalism I bring to every project. My goal is to provide a competitive budget without compromising on quality. Thanks for considering my proposal. I'm eager to collaborate and contribute to your project's success. Let me know if you need any more information. Best regards, Rashid Amjad
$35 USD in 39 days
5.0 (18 reviews)
5.6
5.6
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Hello, Greetings I am sure that I can provide high-quality and perfect results for your project. Using Python I have developed AI machines, BOT, web scraping tools, and so on. PHP and Python are my majors, so you will be satisfied. I am a very experienced web developer with more than 5 years of rich experience with Laravel, CodeIgniter, Python, Django, etc. So more specifically, my skills are. Web development Backend: Python, Django, Node.js, Laravel, MySQL, MongoDB FrontEnd: React, Angular, Vue. I hope you will share more details about your project. I am waiting for your response. Thank you very much and have a nice day.
$15 USD in 40 days
5.0 (8 reviews)
5.4
5.4
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Hello. I read your requirement i will do that. Please come on chat we will discuss more about this. I will waiting your reply.
$20 USD in 40 days
5.0 (37 reviews)
5.1
5.1
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Hello, I am familiar with Google Collab or Jupyter Notebook for python development, and would like to assist you on this project. I am ready to go. Best regards
$25 USD in 40 days
5.0 (3 reviews)
5.1
5.1
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Hi, how are you? I read your project details and really interested in this project. I am full stack developer having a 5+ year experience doing similar jobs regarding to these skills Machine Learning (ML), Software Architecture, Data Processing, Python and Data Mining. Please start the chat, I know exactly what u are looking I done similar many projects in past. I want to ask few questions, Please start the chat so we can have detailed discussion and finalize the timeline and budget. You can check my portfolio as well: https://www.freelancer.com/u/Sidrairfan078 Thanks! Sidra
$25 USD in 38 days
5.0 (3 reviews)
4.8
4.8
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Hi, I have +7 years of experience dealing with machine learning algorithms and worked on multiple projects in this field, Please contact me to discuss more. Have a nice day
$20 USD in 40 days
5.0 (13 reviews)
5.0
5.0
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Hello. I have just read your description and understood what you want. I am familiar with Python and Google Colab. Also I have experience in python audio processing libraries and AI. so I think IT is suitable for me. Please contact me. Thanks, Maksim
$20 USD in 40 days
5.0 (5 reviews)
4.4
4.4
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Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, OPENCV, WEKA, TABLEAU, POWER BI, and EXCEL tools like image processing, machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$50 USD in 40 days
5.0 (5 reviews)
4.2
4.2
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Python, ML skilled professional with over 5 years of experience. Can build a solution as needed and deliver on the expected lines. Thanks
$20 USD in 40 days
4.7 (27 reviews)
4.5
4.5
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Hello, Great to meet you. I am a senior Python programmer with a strong background in data science and audio analysis. I have extensive experience with Google Colab and have successfully completed SHAP analysis projects in the past. Solutions for this job: - Utilizing my expertise in Python and SHAP library to provide accurate and insightful explanations for model predictions - Applying my knowledge in audio data processing to effectively analyze speech recordings - Leveraging my strong problem-solving skills to efficiently handle any challenges that may arise during the project Cheers.
$25 USD in 40 days
5.0 (1 review)
3.7
3.7
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Hello I’ve carefully checked your requirements and really interested in SHAP Analysis Python Expert Needed. I am confident for your project because I have skills of Software Architecture, Machine Learning (ML), Data Processing, Python and Data Mining. I’m ready to discuss your project and start immediately. Looking forward to hearing you back and discussing all details. Sincerely, Yehor.
$20 USD in 24 days
5.0 (1 review)
3.0
3.0

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Cape Town, South Africa
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Member since May 2, 2013

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