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Hierarchical forecasting project

€30-250 EUR

Fermé
Publié il y a environ 2 mois

€30-250 EUR

Payé lors de la livraison
I'm seeking someone that can help on the coding phase of the project. We will be working with hierarchical forecasting for a retail company, using their dataset. All coding to be made in phyton, using pandas and other modules for machine learning. The deliverables should include not only the anotated code using a notebook, but also step by step explanations regarding the methods tested. Finally all should be documented. All to be ready to deploy on AWS, including detailed step by step explanation on how to do it. Furthermore, pipeline and deployment to be assured by the contractor on my own Aws account. Brief dfescription of the project: Project endeavors to use hierarchical forecasting methodologies in business by leveraging the capabilities of deep learning models. Aims to design and implement a hierarchical forecasting framework that integrates deep learning architectures to capture complex dependencies and relationships across multiple levels of a business hierarchy. Focusing on demand forecasting, sales projections, and inventory management, the project will explore how deep learning models, such as recurrent neural networks (RNNs) or long short-term memory networks (LSTMs), can enhance the accuracy and efficiency of predictions within a hierarchical structure. By accommodating the inherent hierarchies present in diverse business units and product categories, the project seeks to provide a comprehensive and adaptable forecasting solution that addresses the intricacies of managing and optimizing resources at different organizational levels, ultimately contributing to more informed decision-making processes in the business domain.
N° de projet : 37968008

Concernant le projet

31 propositions
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Actif à il y a 9 jours

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31 freelances proposent en moyenne €150 EUR pour ce travail
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I am Python developer with expertise in hierarchical forecasting and deep learning models, such as RNNs and LSTMs. I can create annotated code, provide step-by-step explanations, and ensure deployment on AWS. My focus will be on demand forecasting, sales projections, and inventory management, addressing the complexities of business hierarchies. Let's discuss further details and cost.
€250 EUR en 2 jours
5,0 (170 commentaires)
7,8
7,8
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As a lecturer in Canada's Computing department, I have a wealth of experience teaching programming, calculus, probability, and AI. I employ an interactive teaching style that fosters student engagement and deep understanding. Through practical examples and real-world applications, I ensure students grasp complex concepts effectively. In addition to teaching, my research has been published in esteemed journals such as IEEE Transactions on Industrial Informatics (IF 9.2), IEEE Transactions on Network Science and Engineering (IF 5.2), and IEEE Transactions on Intelligent Transportation Systems (IF 9.1). Leveraging my expertise in Overleaf and LaTeX, I craft professional manuscripts that meet the rigorous standards of top journals. With a proven track record of 5-star feedback, I deliver high-quality work consistently. As an IEEE journal reviewer, I provide expert feedback to ensure the integrity and quality of scholarly publications. Let's discuss how I can leverage my teaching experience and research expertise to support your project.
€140 EUR en 7 jours
4,9 (7 commentaires)
5,3
5,3
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Hi, How are you? Very happy to bid on your project because my skills fit your project. I am a senior software engineer with 20 years of experience in Python, Java, C++, and C#. I am very familiar with hierarchical forecasting and deep learning models, proficient in developing and documenting code for deployment on AWS. If you award me, the project will be done perfectly. I will do my best to provide the results you are looking for. If you send the message, we can discuss the project more. Thanks.
€250 EUR en 4 jours
5,0 (18 commentaires)
5,5
5,5
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Hello Sir/ Ma’am We are a group of Software Engineers (Programmers) having 10+ years of experience. Expert in JAVA (swing, FX, Springboot) , C prog, C++ prog, .NET, C# prog , Python, MATLAB, Blockchain. 
Artificial Intelligence (AI) , Machine Learning ,Deep learning, CUDA, MetaTrader MT4/5, Data Science, Data Structure, OpenCV, OpenGL. Done 770+ projects here on FREELANCER.COM. The bid is negotiable and we can talk about the price. Thank you
€100 EUR en 3 jours
5,0 (4 commentaires)
4,0
4,0
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Hi. Dear... Nice to meet you. I checked your requirements and I am sure about that. Both statistical knowledge and machine learning skills are used to predict commodity. Moving average, linear regression, KNN (k-nearest neighbor), Auto ARIMA, and LSTM (Long Short Term Memory) are some of the most common Deep Learning algorithms used to predict commodity. But I think that LSTM is powerful algorithms for time series with high accuracy. I am very interested in your project now. Would you like to discuss more detail about project? I will do my best and deliver ## BEST RESULTS IN TIME ## ~~ THANKS ~~
€100 EUR en 3 jours
4,9 (5 commentaires)
4,1
4,1
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Hi. I am a data scientist. I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards . My area of expertise is building Image Processing, Speech Classification/Prediction/Clustering, NLP and Chatbots. I usual using many technique and library, frameworks such as tensorflow, tesseract, machine learning such as CNN, DNN, FCRN, SVN etc. and I am generally not attached to programming language in working.(r programming, pytorch ,opens, nlp, computer vision, Linux, Python, , ....) Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same. Projects I have done so far as a Freelancer : ● Object Detection ● Face Recognition ● Image Classification using Transfer Learning ● Reverse Image Search Engine ● Recommendation system for dating android app ● Google Scholar website scrapping through R programming ● vehicle detection, counting, classification in real time cctv camera ● twitter sentiment Analysis using python ● Attributes Extrcation from images ● Forecasting and stock market model prediction
€140 EUR en 7 jours
4,3 (11 commentaires)
3,8
3,8
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hello, how are you? I'm interested to discuss more about your project after reading your description. I am Program developer with 7 years of experience and I have many experiences working on Real-Time Stock Strategies. I completed "Stock Market Analysis And Prediction" project before. In there, Stock Market Analysis and Prediction is a tool through which we can analyze the value of the stock on the basis of Daily Returns, 20 - Day Moving Average, Bollinger Bands, RSI Value. For the prediction feature, two methods of data mining has been applied, namely - XGBoost and ARIMA model. Also, the prediction that is done through the ARIMA model which shows the accuracy as high as 61% for 1 month data pf Google stock. I am sure that I can present satisfactory results to you on time. If you award me your project, I will do my best and deliver good result to you. Best Regards.
€100 EUR en 3 jours
5,0 (2 commentaires)
2,7
2,7
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As an experienced and versatile data professional, I am ready to embrace your ambitious retail project head-on. With a core proficiency in Python and in-depth experience with AWS, my skillset perfectly aligns with your requirements. My ability to harness the Pandas package and my experience in utilizing various machine learning algorithms will be invaluable towards executing hierarchical forecasting effectively whilst maintaining code readability. My journey of 5 years has seen me develop an insightful understanding of analyzing data to inform data-driven business intelligence solutions, contributing positively towards growth and efficiency. This very outlook on harnessing 'hidden stories' in your retail dataset resonates deeply with me. In undertaking this project, not only will I deliver meticulously annotated code and a detailed notebook, but every step of our design process will be carefully explained - a significant consideration for ensuring effective deployment. Thanks
€100 EUR en 3 jours
5,0 (1 commentaire)
1,8
1,8
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HELLO DEAR CLIENT I have gone through your project details, and have all the required skills, and VAST EXPERIENCE.I confirm to you that the project is doable since it's within my area of EXPERTISE i.e Python (ML, DS, AI,NLP, Web(Flask), API Dev), R, Android(Java, Kotlin), Database (Mysql, PostgreSQL, Ms Access), C/C++,C#, Java, JavaScript, HTML and CSS (Tailwindcss) e.tc. Timely and Good work is 100% guaranteed. I present my bid to you and thanks in advance as you consider me
€180 EUR en 7 jours
5,0 (3 commentaires)
1,8
1,8
Avatar de l'utilisateur
Expertise: - B.S. Software Engineering (The University of Faisalabad) - Final project: Smart Parking System using CNNs (computer vision) - Machine Learning certifications (Regression, Classification, Deep Learning) - Proficient in Python (pandas, deep learning libraries) - Experience with cloud platforms (Google Colab) Project Goal: Develop a hierarchical forecasting framework for a retail company using deep learning (LSTMs) on their sales data. This will improve demand forecasting, inventory management, and resource allocation across various departments and product categories. Deliverables: - Python code with jupyter notebook and detailed comments - Documentation of methods tested and their performance - AWS deployment instructions for the pipeline Benefits: - More accurate sales predictions - Optimized inventory levels - Informed decision-making for resource allocation Next Steps: Discuss data access, specific deep learning models, and desired AWS deployment details.
€140 EUR en 7 jours
5,0 (1 commentaire)
1,7
1,7
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READY TO EXCEED 7+ years experience in Web Scrapping / Reactjs / Redux / Angular/flutter / Nodejs / PHP / Django / Backend - Frontend development! All of our programming skills: *Front-end: - HTML, HTML5, JSON. - TypeScript, JAVASCRIPT (Ajax, flutter, AngularJS / 2 / 4 / 5 / 6 / 7 / 10 / 12, ReactJS - Redux, Jquery). - CSS, CSS3, Twitter Bootstrap, Less, Sass, Scss, Responsive, Material, Tailwind CSS. - Mobile apps: React Native, Swift, Objective-C. - Page speed optimize *Backend Skills: - Python (Django), ROR, C#, PHP (Framework: CakePHP, Yii, Laravel, Ci), Node.js. - MVC, OOP, CURL, MongoDB, Postgres, MySQL, Rest APIs. *Other skills: - Git, Heroku, SVN, Bitbucket, HG, Linux, Mac - Vagrant, VirtualBox, Gulp, Grunt - AMZ S3, AWS EC2, IIS FREE support after delivery up to 4-6 weeks
€250 EUR en 7 jours
5,0 (1 commentaire)
1,0
1,0
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Hi, Jose G. I think i am right person because i have strong experience in similar projects. I am proficient in Big Data Sales, Hadoop, Python, Java and Amazon Web Services. My expertise and experience make me strong candidate for your project. I can give you good result on time by ensuring high-quality. Please contact me to discuss further in details. I am available to start right now. Best Regards
€149 EUR en 7 jours
0,0 (0 commentaires)
0,0
0,0
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Hey there, I have gone through your project description, and from my initial understanding, I am confident that I can deliver this job. Send me a message through chat to have a discussion
€140 EUR en 3 jours
5,0 (1 commentaire)
0,0
0,0
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Hi, there I am a good fit for this project due to my strong skills and experience as discussed on project modules. ******Please send me a message so that we can discuss more details.****** Gladly waiting to serve you with my extensive skills. Thanks for reading my proposal.
€140 EUR en 7 jours
0,0 (0 commentaires)
0,0
0,0
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Experienced Python developer specializing in hierarchical forecasting and machine learning. I'll provide annotated code using Jupyter notebooks, step-by-step explanations of methods tested, and thorough documentation. Deployment on AWS will be seamless, including detailed instructions for setup and pipeline management on your AWS account. Let's build a robust forecasting framework tailored to your business needs.
€140 EUR en 7 jours
0,0 (0 commentaires)
0,0
0,0
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Welcome to Esferasoft Solutions Pvt Ltd, where excellence meets innovation! With a decade-long legacy of excellence, we have emerged as a leading name in the industry, trusted by top businesses, organizations, startups, and individuals alike. Our team of 150 experts, based in India, operates 24/7, ensuring in-house fulfillment and unparalleled service delivery. Top-notch Tech Stacks: Android, iOS, React Native Flutter, Swift, Kotlin AWS API, Lambda, DynamoDB React, Node, Angular PHP, Laravel, Python Wordpress, Shopify Mobile Development: At Esferasoft, we specialize in crafting digitally transformative, high-performing Android, iOS, and cross-platform mobile apps. With a keen focus on exceptional user experiences, our mobile app development experts deliver flexible and customized solutions tailored to meet your specific needs. Web Development: We excel in developing feature-rich, custom web applications using cutting-edge technologies, frameworks, databases, and APIs. Whether you're a startup, SME, or large enterprise, we're here to support you in building personalized websites and applications aligned with your unique business requirements. Ecommerce Development: Drive your ecommerce business forward with Esferasoft's expertise in developing sales-focused online stores that generate high revenue. Our highly optimized and conversion-focused ecommerce websites are designed to boost the productivity of your business and elevate your online presence. Digital Marketing: Experience the power of White-hat SEO practices that have propelled numerous businesses to success online. Our comprehensive digital marketing services include Search Engine Marketing and Pay-per-Click advertising, providing the most cost-effective and efficient means of enhancing brand visibility on the internet. Why Choose Us? With Esferasoft, you can trust in our proven track record of success, on-time delivery, and exceptional skills. We prioritize quality work and transparency, ensuring that every project exceeds expectations and meets deadlines seamlessly. Join hands with Esferasoft Solutions Pvt Ltd and unlock the full potential of your digital endeavors. Choose excellence, choose innovation – choose Esferasoft.
€100 EUR en 7 jours
0,0 (0 commentaires)
0,0
0,0
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Hello. I'm a dedicated developer(a new freelancer) with over 5 years of experience in Python development and client satisfaction is my top priority. Helps businesses by automating their non productive and time consuming tasks with my rock solid 5 years of experience in IT specifically in Web Scraping, Website Developments, Software Developments and Desktop Apps. I have provided various types of services at affordable prices to clients big and small, from individual proprietors to corporate entities. I will work with you until you are completely satisfied with the outcome of your project. Also I'm available to start the project right now and I can work full-time on your project. If you're interested in working with me, please let me know. Thank you so much.
€200 EUR en 5 jours
0,0 (0 commentaires)
0,0
0,0
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Hi! Pleased to meet you on this platform. I just read through the job details and can help you with the code for hierarchical forecasting . Let's discuss more on chat about your requirements and budget. Warm Regards. Bc
€220 EUR en 4 jours
0,0 (2 commentaires)
0,0
0,0
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Dear Jose G This is Almerio, Python exeprt. I can design and implement a hierarchical forecasting framework that integrates deep learning architectures to capture complex dependencies and relationships across multiple levels of a business hierarchy Shall we discuss via chat now? Thanks for your post job Best regards! Almerio L
€140 EUR en 7 jours
0,0 (0 commentaires)
0,0
0,0
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Hierarchical forecasting project My name is Rabia Faisal, I am working in the writing industry since 2011. During this time, I have served countless clients with a full amount of satisfaction by providing them with TOP Quality Solutions. I have command of all references APA, Harvard, IEEE, MLA & Chicago, etc. I will provide plagiarism-free work with 100 percent accurate grammar within your given deadline. Please message me to get Top Class Services. I am waiting; https://www.freelancer.com/u/TopWritingGuru
€30 EUR en 1 jour
0,0 (0 commentaires)
0,0
0,0

À propos du client

Drapeau de PORTUGAL
Matosinhos, Portugal
5,0
5
Méthode de paiement vérifiée
Membre depuis déc. 6, 2014

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