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Advanced Python Regression Analysis Tool

₹37500-75000 INR

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Slået op cirka 2 måneder siden

₹37500-75000 INR

Betales ved levering
I'm looking for an experienced Python developer to build a program encompassing a diverse range of regression analysis capabilities and pre-processing methods. This tool should provide an intuitive GUI that can handle CSV and Excel data inputs. The program essentially fit a quadratic equation , a hyperplane using multiple input variables to one output using the GA with r2 maximization. Key requirements include: 1. Data Loading & Preprocessing: - The program should be capable of cleaning and normalizing data upon loading, ensuring their readiness for further analysis. 2. Feature Selection: - A genetic algorithm should be part of the feature selection process. 3. Regression Model Fitting & Comparison: - The program must possess the ability to fit, evaluate, and compare the following regression models based on R² values: * Linear Regression * Ridge Regression * Lasso Regression * Auto Regression * Elastic Net Regression Ideal freelancers for this job should present a detailed project proposal outlining an efficient approach to the project. Experience with data analysis tools and regression algorithms is highly preferred. Understanding of user interface design principles will be advantageous to ensure the product is user-friendly.
Projekt-ID: 37776583

Om projektet

33 forslag
Projekt på afstand
Aktiv 18 dage siden

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33 freelancere byder i gennemsnit ₹55.888 INR på dette job
Brug Avatar.
Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
₹56.250 INR på 7 dage
5,0 (45 anmeldelser)
6,8
6,8
Brug Avatar.
Hello there, I am a Data Analyst by practice, and by using appropriate statistical software, I can help you discover facts from your pool of data. I run both quantitative and qualitative analyses, professionally; I use MS Excel, STATA, SPSS, EVIEWS, R, Matlab, and Python. providing reports with visualizations, tables, and charts to support the analysis and enhance comprehension. Please get in touch so we can proceed with the project.
₹37.500 INR på 3 dage
4,7 (83 anmeldelser)
6,3
6,3
Brug Avatar.
Hi Sudhanshu D., Your job post 'Advanced Python Regression Analysis Tool' grabbed my attention instantly because it perfectly matches the skill set I work on. Having read the requirements carefully, I am sure I can complete your project very nicely. I have very good experience in your mentioned skills Python, Software Architecture, Statistics, Machine Learning (ML), Statistical Analysis & it makes me 100% confident to deliver you perfect results. Please connect in inbox to discuss more about your interesting project. I'll be available according to India's timezone. Best regards Aqib Nasim
₹75.000 INR på 14 dage
5,0 (3 anmeldelser)
4,7
4,7
Brug Avatar.
Hello I can do this. Please share the details of the task so that I can check and confirm accordingly.
₹56.250 INR på 7 dage
5,0 (8 anmeldelser)
4,8
4,8
Brug Avatar.
I am an experienced python and machine learning developer. Having more than 5+ year experience working with python i am able to design and create software that utilizes GUI for data loading and more. I am also able to completed design and development of models and functions for features extraction and selection. I will also be able to help with your regression models fitting and comparison of their results. I have done previous work with linear regression of quadratic equations and will be able to complete this too. Feel free to contact me for more details and budget. Thank you
₹37.500 INR på 5 dage
4,8 (17 anmeldelser)
4,3
4,3
Brug Avatar.
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
₹75.000 INR på 7 dage
5,0 (5 anmeldelser)
4,2
4,2
Brug Avatar.
Hello i am a data scientist, i have good skills in data analysis and statistics and proficient in regression analysis, i find your project very interesting and i appreciate if you can contact me on chat. I can also share notebook to a recent work. Best regards, Younes
₹56.250 INR på 7 dage
5,0 (13 anmeldelser)
4,1
4,1
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I will develop your project in Tkinter which will give you GUI to upload csv and xlsx files and also give you selection to apply Linear, Ridge, Lasso, Auto and Elastic Net Regression. The program will apply pre-processing techniques like out of bound rejection, mean, min-max, std deviation statistical analysis. Post processing the system will do feature selection using genetic algorithm as mentioned in the requirement. Having spent immense time in the design and development of cutting-edge AI/ML solutions, I believe I have the precise skills and experience you're looking for in constructing this Advanced Python Regression Analysis Tool. My comprehension of Python merges seamlessly with my expertise in data analysis tools and regression algorithms, honed by years dedicated to creating end-to-end products that incorporate transformative ML techniques. Given your project's emphasis on an efficient approach and user-friendly experience, my familiarity with designing industry-grade products puts me ahead. This range of knowledge has equipped me not only with Python programming but also with firm client requirement-capturing abilities and a broad understanding of user aspects to solution designing.
₹70.000 INR på 15 dage
5,0 (1 bedømmelse)
3,7
3,7
Brug Avatar.
⭐ Hello, I have checked your requirement for AI/ML Developer to build different types of regression models. We are a highly skilled data scientist, AI/ML developer with expertise in predictive modeling, statistics, and machine learning, analytics specifically within Python Our experience with AI/ML, Data Science, and Python includes proficiency in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - 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
₹56.250 INR på 18 dage
4,2 (15 anmeldelser)
4,0
4,0
Brug Avatar.
Hello, I am Saleh and I have master degree of statistics and certification of data scientist from Data Camp. I can do regression analysis (Ridge, lasso, logistic, linear, multinomial regression) with Statsmodels and before than I can data manipulation with pandas. visualization with matplotlib for checking relation, distribution of variable. please message me for more details.
₹56.250 INR på 7 dage
5,0 (19 anmeldelser)
3,3
3,3
Brug Avatar.
How are you? I am an expert in python and data processing & analysis. I have done lots of projects related with python, data analysis, GUI, mathematics, Regression. Your project fits to my skill, I think I want to do your project. Hope your kindly contact. Thanks.
₹60.000 INR på 3 dage
5,0 (4 anmeldelser)
2,8
2,8
Brug Avatar.
I'm eager to bid on your project for developing a Python program with advanced regression analysis and pre-processing capabilities, featuring an intuitive GUI for CSV and Excel data. Here's my proposal: I'll implement a robust data cleaning and normalization process using Python's pandas and NumPy, ensuring data readiness for analysis. For optimal feature selection, I'll integrate a genetic algorithm, enhancing model performance and interpretability. The program will fit, evaluate, and compare regression models like Linear, Ridge, Lasso, Auto, and Elastic Net Regression, based on R² values. Scikit-learn and relevant libraries will ensure accurate model fitting and comprehensive performance evaluation. The GUI will adhere to industry-standard design principles, facilitating seamless interaction for efficient data analysis and model comparison. With a proven track record in Python development, data analysis, and regression algorithms, I'm confident in delivering a solution aligned with your objectives. I'm excited about the opportunity to contribute to your project and am available for further discussion. Thank you for considering my bid. I look forward to the possibility of collaborating on this exciting project. Sincerely, KriraAI Infotech
₹50.000 INR på 7 dage
5,0 (8 anmeldelser)
2,7
2,7
Brug Avatar.
Hey! I have gone through your description. I have done a Ph.D. in statistics. I have expertise in statistical analysis. I have a strong command of Python and R programming languages. I can provide the best quality work with complete accuracy and on-time delivery. I am looking forward to seeing your interest. Thank you.
₹40.000 INR på 7 dage
5,0 (4 anmeldelser)
2,9
2,9
Brug Avatar.
With over a decade of industry experience, I am confident that I am the right fit for your Python regression analysis tool project. My specialization in AI and Machine Learning is equipped to help build an advanced program. I'm not only familiar with the various regression models you require like Linear, Ridge, Lasso, Auto, and Elastic Net Regression, but also experienced with implementing efficient feature selection using genetic algorithms. In regards to your need for cleaning and normalizing data during loading, my expertise in Python libraries such as TensorFlow, Keras, PyTorch and OpenCV will ensure effective pre-processing. Over the years, I have worked on numerous machine learning projects which involved organizing large datasets for analysis and successfully predicting patterns based on data. Apart from my data analysis skills, I'm also well-versed in software development and web design which is advantageous especially with respect to implementing a user-friendly GUI for your tool. Overall, my proficiency in Python as well as related frameworks like Flask and Django and my extensive experience in ML & Data Analysis makes me the perfect candidate for your project. Let's turn this vision into a reality together!
₹75.250 INR på 10 dage
4,8 (7 anmeldelser)
2,6
2,6
Brug Avatar.
As a seasoned Full-Stack Developer with a keen focus on Artificial Intelligence and Machine Learning, I warmly welcome the opportunity to work on this Advanced Python Regression Analysis Tool. My extensive experience includes various dimensions of regression analysis - from Data Loading & Preprocessing to Feature Selection and Model Fitting & Comparison. I am well-versed in utilizing genetic algorithms for feature selection and had successfully implemented regressions such as Linear, Ridge, Lasso, Auto, and Elastic Net with R² maximization, skills that are central to the project's requirements. Additionally, my expertise in data cleaning and normalization ensures the readiness of your data for precise analysis. Lastly, I understand that an intuitive user interface is equally as important as the backend functionality of a tool. With proficiency in not only Python but also relevant software such as Matlab and C++, I can bring a holistic interdisciplinary approach to your project. Let's collaborate to create a powerful regression tool with a user-friendly GUI that goes beyond your expectations!
₹56.250 INR på 7 dage
5,0 (2 anmeldelser)
2,2
2,2
Brug Avatar.
Hello there, I have hands on knowledge of python and machine lear More than one year I developed web application and in this i used ml and ai. I know all algorithms like, linear ,lasso , etc regression as well advance methods like DPAR and prophet model . So i will definitely do your task. Thank you.
₹37.500 INR på 1 dag
5,0 (3 anmeldelser)
2,0
2,0
Brug Avatar.
Hello Sudhanshu D., I would like to grab this opportunity and will work till you get 100% satisfied with our work. I'm an expert full-stack developer which have 6+ years of experience on Python, Software Architecture, Statistics, Machine Learning (ML), Statistical Analysis. Beyond the technical expertise, I'm also a passionate developer who enjoys solving complex coding practices and implementing business workflow. Please come over chat and discuss your requirement in a detailed way. Best Regards.
₹56.300 INR på 7 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
Hello, Going through the detail we are very much interested to discuss further with you. We are small team of data scientist and front end developer; started our own consulting firm recently after being in the IT service for 15+ years. We are currently working on a forex prediction platform and LLM based project. It would be great if you can give us a chance to discuss further on the development and provide our service. Regards Dhruba
₹56.250 INR på 20 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
Hello i am go through your requirment i have expertise in machine learning and predictive analytics build multiple solutions past few year we are team of expert software devloper and data scientist and i have more than 5+ year experince in building software solutions for business lets connect and share in more detail i am happy to connect with you.
₹60.000 INR på 7 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
Hello I hope you are having a good day. I am a python developer and machine learning Engineer with 2 years of professional experience in development. I have read your description and can help you in this. The pipeline would be a web interface using flask in which user upload a csv or excel file and also get the label features column name. The csv file in the backend will be read using pandas and then we see the features and the label as label name is provided and all other will be considered as features. Then we will see dublicates, Null row in the data. After that we will see continues and discrete feature and check for outlier in continuous and calculate the correlation map and set a threshold to drop those with below threshold after that we will split the data to train and test and define all the mentioned model. We will fed the data to the model and train all the model and test on testing dataset. Then based on R2 will will evaluate each model and select the best and return that model. This will be the flow and we can incorporate additional thing into it as per your requirements
₹56.250 INR på 3 dage
0,0 (0 anmeldelser)
0,0
0,0

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Delhi, India
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Medlem siden feb. 17, 2024

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