Data Augmentation Using Python

Helle there, I have over two years of experience in Python programming and machine learning. Throughout this time, I have developed numerous projects integrating machine learning techniques. I consistently train models to achieve accuracy levels exceeding 90%. Reply as soon as possible. Thank you.

Hi there! I have expertise in this domain. Client's satisfaction is my first priority and believe in long-term relationship with clients. Please communicate to discuss in details.  Thank you..

I am seeking a skilled freelancer to assist me in augmenting an Excel dataset to enhance its size and diversity for the purpose of improving machine learning model training. The primary objective is to implement data augmentation techniques tailored for numerical data while maintaining the integrity of the original dataset.

"""""""""""""""""""""""""""""""""""ADVANCE EXCEL EXPERT/SPREADSHEET TEMPLATE"""""""""""""""""""""""""""""""""""""""""" ""Sir, EXCEL is my specialty and I can perform any complex task in EXCEL. I am an EXCEL VBA and CODING, AUTOMATION, TEMPLATE, REPORTS, FORMULA'S, DASHBOARD in EXCEL Advanced Level Expert. This is my field and I can complete this project with added quality. About me I am an ACCA and Chartered Accountant with more than 7 years of experience including 4 years from the worlds leading Accountancy and auditing firm ""PWC"" and 1 year working at managerial level in Multination company and 2 years as freelancer. I can handle this task very efficiently and you can expect 100% accuracy from me. I am Microsoft Excel, accounting, auditing, financial statements, Form Creation in Excel through VBA and in Google Sheet, QuickBooks, and Sage expert. I have been working as a freelancer from the last 2 years and I have 330+ 5 stars reviews here. I am not new to work. I know how to meet strict deadlines without compromising the quality of the work. I will also be available for any query after the job is done as I am building my clients. please be my client and get any type of accountancy, Excel, QuickBooks, and auditing-related work with quality, efficiency, and at reduced rates. Note. The price is negotiable. I will be available for any query round the clock even if the project is completed. Regards Spogmai Kakar

Hello there,, I have reviewed your requirements and I'm confident that my experience and skills align perfectly with what you're looking for. I'm confident my skills are perfect for the job! As an accomplished AI expert with a strong proficiency in python programming and data processing, I feel confident that I can complete your project brilliantly within the given timeline. My 10+ years of professional experience have equipped me with in-depth knowledge and expertise in various fields of artificial intelligence, especially computer vision, machine learning, deep learning, and image processing -- all of which could greatly benefit your project. Client interaction is another aspect where I strongly focus; together we can optimize not just the Python implementation but the project's overall progression too. Having said that, let's discuss this further and embark on a project journey that exceeds your expectations! Best Regrads.....

I have skills in data entry, Microsoft Excel, and Microsoft Word. I have 3 years experience in this specialty. At work I am a thorough and hard worker.

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Welcome Dear I am enthusiastic about implementing data augmentation techniques on your Excel dataset to expand it for machine learning applications. Leveraging my Python skills for this consequential task aligns well with my expertise. Some relevant qualifications I possess: Extensive experience applying popular data augmentation strategies like normalization, shuffling, noise injection etc. in datasets of varying sizes and complexity using libraries like Numpy, Pandas etc. Thorough understanding of how small changes to source data impact model performance and ability to avoid overfitting. Proven ability to document code clearly and generate organized outputs for seamless integration of augmented data in downstream workflows. For this project, I will: Analyze source data integrity and targets Implement ~30 techniques judiciously to multiply original size considerably Continuously monitor data quality and make label-preserving tweaks Deliver a new Excel with clean, expanded source+augmented data I am confident my skills, meticulous approach and strong track record in similar assignments will help accomplish your objectives. Thank you for your consideration. I welcome the opportunity to discuss this engagement in more depth. Regards, Mostafa

Hello As a Data scientist, I clearly understand your request and I would really like to help you. Leave me a message and we'll discuss the rest. I assure you of fairly fast delivery and a job well done. Because this is my field of work. Thank you for the trust