Jupyter Notebook report for a binary classification model

Hello, I read through, and I am a Senior Statistician, and a seasoned Python Expert, and I can help you with the Jupyter Notebook report for a binary classification model. Kindly text me over the chats we discuss further. Thank you Note: Bid Amount and timeline is just a placeholder; actual value would be provided after 1 on 1 discussion over chat.

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Hey, I hope you are doing well. I hold a master's degree in Computer Science from a renowned university. I am an data analyst and (please visit my profile to have a look at past projects). I am well experienced in training ML models using python. Feel free to ask me, if you have any queries.

Hi there, I'm thrilled to apply for your Jupyter Notebook report for a binary classification model project. With 4-5 years of experience in Statistics and Python, 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

Hello there I read your description and checked dataset, I am confident I can do this job. I have an excellent background as a Machine Learning and Deep Learning Engineer, have rich experiences with Binary Classification and classification metric. Please contact me for the details. Best, Denys

Hello. I read your requirement and also check attachment i will do that. Please come on chat we will discuss more about this. I will waiting your reply.

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Hi there, Good morning? I hope this proposal finds you well. As an experienced freelancer, I have honed my skills in Python and Statistics and am confident in delivering top-quality work. If you could kindly message me, we can discuss and get started soon. Many thanks

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Hello Sir, I am a data scientist. I'll create a comprehensive Jupyter Notebook report for the binary classification model using the input data provided in the attached file data04.txt. I will use pandas to read the data, calculate and display ROC-AUC, ROC curve, performance metrics, and the scatter plot as specified in your requirements. I'll ensure that the performance metrics table is created as described, and I'll include documentation within the code for clarity. You will receive the Jupyter Notebook with all the necessary components, and I will adhere to the deadline you mentioned, providing you with the completed project via Freelancer. Please feel free to proceed, and we can discuss any additional details you may have or clarify any questions.

Hi Holger L. It seems like you're looking for a senior engineer who can complete the project - Jupyter Notebook report for a binary classification model. I am writing to express my keen interest in your project since I have definitely worked on the similar projects in the past. Proven Track Record: I have a solid track record of successfully completing projects similar to yours, with positive feedback from satisfied clients. Technical Expertise: My extensive experience in IT development equips me with the skills needed to navigate the complexities of Python and Statistics. Deadline Commitment: I understand the importance of timelines and am committed to delivering your project on schedule. With over 7 years of experience in IT development, I have successfully delivered projects similar to yours. My expertise spans a range of technologies and platforms, and I am confident in my ability to provide you with high-quality work within the specified deadline. I am eager to discuss your project further and explore how my skills align with your vision. A conversation would allow me to better understand your specific requirements and share insights on how we can achieve your goals. Best regards, Paulo

Hello there Holger L., Good morning! I am an expert data analyst with skills including Python and Statistics. I hold an masters degree in data analysis which provides me with the necessary background to handle your project. Having done similar projects, I can deliver quality and superior work at a price we are both comfortable with and within the agreed timeline. Meanwhile, I am currently reviewing your attachment. I will update you shortly in the inbox once you respond to my proposal. Please send a message to discuss more regarding this project. A fast response is appreciated, Lincoln

Hey Holger, I hope this message finds you well. I am writing to propose my services for developing a comprehensive Jupyter Notebook report for your binary classification model. With my expertise in Python and Statistics, I can assist you in calculating and presenting various performance metrics such as ROC-AUC, ROC curve, sensitivity, accuracy, and scatter plots. I will utilize pandas to read the input data provided in the attached file data04.txt. To ensure clarity and ease of understanding, I will generate a performance metrics table similar to the one in the attached file TableTemplate01.png. However, I will exclude the colors and only include the abbreviation and calculated values, such as SEN = 92.4% or NPV = 4.2%. For the scatter plot, I will plot the nominal (true) values "good" and "bad" on the x-axis, with jittering for better visualization. The y-axis will represent the probability from the column "prob_bad" in data04.txt. Additionally, I will color the plot based on the "subset" column in data04.txt. Rest assured, I will only request payment once you are fully satisfied with the completed work. To proceed further, please initiate the chat so that we can discuss the project requirements in detail. Sincerely, Allan

I am proficient with Jupyter Notebook and will assist you perfectly with the requirements, let me know when we can connect to discuss this further and get started working on it ASAP. Looking forward to working with you

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Greetings sir, I am a Mathematics Instructor at a University and a Data Analyst. I have completed a few data analytics certifications such as Google Data Analytics and IBM Data Science certification etc. I have experience of more than three years as a data analyst/scientist. I went through your project description. You are looking for an ML expert to do a comprehensive Jupyter Notebook report for a binary classification model that has to be developed. I have over 3 years of experience working as a machine learning and data analysis professional. Throughout my career, I have completed numerous projects involving data analysis, predictive modeling, and machine learning algorithms. I have a deep understanding of various Python libraries such as NumPy, Pandas, sci-kit-learn, TensorFlow, and Keras, which are essential tools for implementing machine learning models. So I guess it would not be a big deal for me as I am familiar with the techniques and the abilities you currently seek. I am looking forward to hearing from you. Have a good day. Regards, Irfan

Being a seasoned electrical engineer, data scientist and proficient in Python, I am equipped with the skills needed to develop a comprehensive Jupyter Notebook report for your binary classification model. My expertise in building statistical models using machine learning algorithms positions me perfectly for this task. I assure you that I will strictly adhere to your mentioned requirements, utilizing well-known tools such as pandas, numpy, and matplotlib and documenting every step of the process thoroughly. In addition to my proficiency in Python, I have extensive experience leveraging those skills in situations like generating ROC-AUC, ROC curve, and performance metrics such as senstivity and accuracy - which are exactly what you need from this project. By employing my profound knowledge of the Data Science domain, I will also be able to create the scatter plots using the state_nominal values good and bad - alongside probabilty and colors coded as per subsets provided by you. As an additional level of assurance, you can guarantee prompt delivery on or before your deadline if you give me the opportunity to take on this task. Given my vast experience with similar projects and the energy I put into every job, I am confident that partnering with me would yield a successful completion of this task. With me on board, you can rest assured that no payment would be made until all parts are done to your satisfaction. Let's get started!

As a senior full-stack developer with a strong intimacy in Python, your project perfectly aligns with my skill set. Over the course of 10 years, I have garnered an intricate understanding of not only Python but also its libraries such as pandas and numpy - which you specifically mentioned as a requirement. Having said that, my journey doesn't just stop there - I have worked extensively on web scraping which will come in handy for your data reading requirements. Moreover, my experience in binary classification models including evaluating model performance using ROC-AUC, ROC curve, sensitivity, accuracy etc. adequalty equips me for the task. I can efficiently structure the DataFrame from the given file and perform all the analyses you need to identify key insights about your model's performance using these matrices. Lastly, I will incorporate well-commented documentation throughout the Jupyter Notebook to enhance code readability and transparency. Overall, by choosing me for your project not only will you be ensuring quality work that dovetails perfectly into your stated requirements but timely completion as well. Summiting satisfactory results and ensuring client satisfaction has been an integral part of my work ethics throughout my professional journey too, giving you complete value-of-money for this project! Looking forward to working with you on this interesting venture!

❤️❤️ Hello Holger L. ❤️❤️ Thank you for considering my bid. After carefully reviewing your project description, I am confident that I can complete your project-Jupyter Notebook report for a binary classification model within the given time frame. I have expertise in Python and Statistics and have completed similar projects in the past. I would be happy to share my previous work with you over chat. Please let me know if you would like to discuss further details and collaborate with me on this project. Thank you for your time. Best regards, Artur

Hello I've read your job description carefully and understand all the requirements of the project and will deliver the perfect result within a deadline. As a senior desktop app developer, I have more than 6 years of experience in C, C++, C#,Java, VB, Python and so on. Also I have rich experiences in python. I focus on: ⭐ High quality, clean, well-written, well-commented code. ⭐ Well designed Database with perfect project architecture/structure ⭐ Fast development time within the deadline. ⭐ Fast response and always available to talk. ⭐ Flexible working time, report day-by-day. ⭐ Negotiable, self-motivation. Looking forward to hearing from you. Best regards, Daniel

I have been working on the juypter notebook over a year, I have done projects related to the skills pertaining to the project. Therefore, it can be done within 1 days.