Structuring Data Science Project in VS Code

@MashoodurRehman1

I am Python data science professional and have excellent experience in structuring complex data science projects using VS Code and I am proficient in Pandas, NumPy, Scikit-learn, TensorFlow, Matplotlib, and Seaborn as per your requirements. I can provide best practice recommendations and ensure version control is set up for the project. I can deliver the project code and documentation as per your specifications.

@AwaisChaudhry

Hello Halaluka, I understand you're diving into a complex data science project involving data cleaning, machine learning, and visualization using Python in Visual Studio Code. My experience in structuring such projects allows me to help you set up everything professionally, ensuring a strong foundation with best practices in mind. I'll focus on customizing the directory structure as per your requirements, implementing proper version control, and organizing your project for supervised learning models. With my proficiency in Python and tools like Pandas, NumPy, and Scikit-learn, I can ensure that your project not only runs smoothly but is also aligned with industry standards. What specific features or functionalities do you want to emphasize in the structure of your project? Thanks, Muhammad Awais

@sajjadtaghvaeifr

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

@schoudhary1553

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

@pkundu25

I am an experienced IT professional and a Data Science practitioner. Your job caught my eye and looks to be quite interesting to me as I did similar work in recent past. I have developed various simple to complex algorithms pertaining to ML/DL/NLP/Computer Vision from exploratory data analysis (EDA) to model building till deployment. I have extensively used Google Colab and VS code for project structuring and development for Data Science work. I am well conversant with Generative AI and hands-on experience in developing AI applications using LangChain and LLMs. I am confident that I will be able to help you by structuring and setting up Data Science project in VS Code. Notable Projects successfully completed: - Text2SQL - Conversational AI Chatbot - Semantic search engine - Recommendation engine - Unsupervised preventive maintenance model - Ground water quality prediction - Topic modeling - Text classification - OCR image recognition and text extraction Relevant Skills: - Python - VS Code - ChatGPT/Llama/Mistral - Amazon Bedrock - LangChain - SQL - ML algorithms - Numpy, pandas, scikit learn - TensorFlow - Google Colab - OpenCV Let's have a chat to understand the project objective and other associated details. I assure you the best quality results and ensure the customer satisfaction. Looking forward to hearing from you soon. Thanks for the opportunity.

@tangramua

Dear Halaluka,   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, Machine Learning (ML), Data Analysis 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.    Best regards, Sales department Tangram Canada Inc.   

@SmailYASSINE

Hello, I read line by line your project requirements and I am well qualified to help you. My advanced experience with IBM where I did code refactoring and structuring to be moved to deployment and optimized for huge data, I always adopt best international practices for code structuring like exception handling, logging, mlflow tracking,etc. Don't hesitate to reach

@amirrmusavifr

Hi, I'm an experienced Python developer with the necessary skills to complete your project. I have skill sets for tasks: • Data Preprocessing: Handle missing values, normalize data, and encode categorical variables. • Feature Engineering: Generate meaningful features like lagged sales, holiday flags, or time-based trends. • Model Selection and Justification: Propose and implement a suitable model (e.g., Regression, Random Forest, Gradient Boosting) and justify its use. • Evaluation and Insights: Evaluate the model with metrics such as MAE, MSE, and RMSE, and provide actionable business recommendations based on the predictions. I have done projects on data using Pandas, NumPy, and SciPy. I’m able to interpret data and provide actionable insights. Also, I have Deep understanding and experience in data analysis with Python. My track record of success with similar projects is proof that I can deliver results quickly and accurately. If you're interested in hearing more about how I could help you, please don't hesitate to reach out! I can provide the requirements with minimum time and cost.

@Rekhathakur

Hello, As a freelance data science professional, I have the necessary expertise required to structure your project in Visual Studio Code (VS Code) with utmost professionalism and adherence to best practices. With my proficient knowledge of Python and your desired libraries including Pandas, NumPy, Scikit-learn, TensorFlow, Matplotlib, and Seaborn, I can effectively clean and preprocess your data, build machine learning models, and visualize and report the results in line with your specific requirements. In addition to my strong Python skills, I have considerable experience in data science project structuring which would be instrumental in customizing a directory structure as per your detailed specifications for supervised learning models. Besides setting up version control for the project, I will also deliver well-commented project code and comprehensive documentation to facilitate future maintenance and understanding. Through this project we will set up a robust infrastructure allowing you to save time and focus on drawing profound insights from your data. Client satisfaction is always my top-most priority and leveraging my skills in VS Code as well as my commitment to best practices, I assure you of highly structured, comprehensible, and efficient work tailored exactly to your needs. Let's collaborate to make your data science endeavor even more successful! With Regards! Rekha

@vorasiddh4it

Hello, ✅ I am currently working in Data analysis (Statistics, Trading, Text, Image, Audio, Video, etc.) and visualization using Python also, developed lots of project since 2007. I will show you that projects so it's surety for you to get perfect solutions from my side. I am from India, GMT +5:30, and I am available from 8:00 a.m. to 11:00 p.m. ✅ We have developed over 600 projects and research papers in the fields of NLP, LLM, Machine learning, artificial intelligence, networking and SEO-based web and mobile apps using Large Dataset, Cloud Data for Data Analysis that's includes: ➡️ Data Collection and Preparation (Import Data, Data Cleaning, Feature Engineering, etc.) ➡️ Pre-Processing Analysis of Data (Descriptive, Distribution, Correlation, Univariate, Bivariate, Multivariate, etc.) ➡️ Data Analysis (Predictive Modeling, Supervise Machine Learning, Clustering, Time Series Analysis, Success Rate Analysis, etc.) ➡️ Reporting and Presentation (Summarize Findings, Accuracy, etc.) ➡️ Visual Reports (Matplotlib, Seaborn, Plotly, etc.) Note: The project with QA, testing, and comments in the code, so it's easy to understand the flow of the project and in future it's easy to upgrade.

@ashinnd84

Hi there, we are experts and a team of developers and designers. Please, send me a message to discuss the work. Thanks Ashish Kumar.

@nlivenvw

Hi, I understand that you are working on a complex data science project in Python and require professional assistance in structuring it in Visual Studio Code. I'm confident that with my proficiency in Python and experience in handling data science projects, I can provide the support you need. To fully understand your needs, can we discuss the specific data cleaning and preprocessing requirements? Could you also provide more clarity on the machine learning models you aim to build? I am adept in setting up projects professionally in VS Code, ensuring version control, and structuring the directory as per detailed specifications. I can provide best practices for leveraging Python libraries like Pandas, NumPy, Scikit-learn, TensorFlow, Matplotlib, and Seaborn. If required, I am available for an immediate start. Leveraging my team's 22 years of IT experience, I assure you of a streamlined and efficient project execution. Looking forward to discussing more on this project and how we can best meet your requirements. Best Regards, Rohit

@QuangMinh27

Hi, I've read your description carefully. I'm new here but I have full experience with Python, Data processing. I've also worked on several similar projects before. So I can complete your project with high quality on time. Looking forward to hear more about the project from you via chatting. Thanks & Best regards!

@engruhulajom

Hello Dear! Good Day! Hope you are doing fine. This is Ruhul Ajom Sagor. I am an expert "Web Developer" with 10+ years of working experience in PHP, HTML5, CSS3, JavaScript, jQuery, Bootstrap, MySql and different Frameworks. I have completed my B.S.C Engineering in Computer Science and Engineering (CSE) from BUET. Hire me and you don't have to worry about your website problems again! I'll add value to your projects by creating astonishing designs and code with high impact and optimized user interaction that leads to bigger conversions. WHAT PROBLEMS CAN I HELP YOU SOLVE? • Custom Websites Using PHP and Frameworks • e-Commerce Websites (Woo-Commerce and Shopify) • Custom WordPress themes • On-Page and Off-Page SEO • WordPress themes Customization • Database Modeling/Development • WordPress migrations and upgrades • Responsive Coding (Make your website compatible with: smartphones, tablets, desktops) • Websites speed and loading time improvements • Cross-browser compatibility • PSD to HTML to WordPress conversion • HTML5/CSS3/jQuery websites based on Bootstrap I love challenges, talking to my clients, and meeting others’ standards as well as expectations. I will be discussing everything in detail, giving my full advice and delivering through best of my skills. You are cordially welcome to discuss your project. Thank You! Best Regards, Ruhul Ajom

@eldadshericks

Hello there, I am a Data Analyst by practice, and by using Python, I can help you discover facts from your data pool. I have the expertise to perform data analysis and visualizations utilizing various libraries and techniques to extract insights from the data. My analysis will include data cleaning, preprocessing, exploratory data analysis, and statistical analysis. The final output is visually appealing and insightful visualizations that effectively communicate the underlying patterns and trends within your data. Please get in touch so we can proceed with the project.

@Baraiya

I can perform best in academic projects. I did many assignments and projects for students. You will score good marks. Hey This is Bharat. I hope you are doing well. I can provide higher work quality. Let’s discuss the project. Cost will depend on project size, time and complexity. Your estimated budget ? Project due date? Please share all the information related to task for higher quality development. --- Services: software, website, Database, Web-portal, Designing, Data Entry, android mobile app , Content and Theory writing, Program code, and Assignments About us: - Masters in computer science - 10+ years of experience - Professional developer Feel free to ask any query. Thank you...!

@khuzaima024

Hi, Leveraging my experience as a data scientist and my strong skills in machine learning, deep learning, and web scraping, I am confident in my ability to extract and analyze data efficiently. Recently, I completed a project using OpenAI technologies, including Langchain and ChatGPT, to extract and analyze data from various sources such as GitHub, CSV files, PDFs, and YouTube transcripts. With expertise in utilizing tools like Beautiful Soup and Scrapy, I am well-equipped to handle robust data extraction tasks and tailor analysis to specific queries, ensuring valuable insights for your project. I'm committed to delivering high-quality results and working collaboratively to meet your project's goals. Best regards, Khuzaima Altaf Zahid

@PentabayC

Hello Halaluka, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on Python, Machine Learning (ML), Data Analysis Lets connect in chat so that We discuss further. Thank You

@darshan450

As a data scientist with extensive Python expertise and experience in project structuring, I can help you professionally set up your data science project in Visual Studio Code. I’ll ensure an efficient directory structure tailored for supervised learning models, integrate version control, and apply best practices for data preprocessing, modeling, and visualization. Proficient in Pandas, NumPy, Scikit-learn, TensorFlow, and Matplotlib, I’ll deliver organized code and clear documentation to streamline your project.