Python to excel jobs

I need assistance with transferring free text data from a PDF file into an Excel spreadsheet. This laborious task entails meticulous data entry, so precision and attention to detail are crucial. Ideal Skills: - Proficiency with Excel - Experience with PDF to Excel conversions - Accurate and fast typing - Sharp attention to detail Past experiences with manual data extraction and entry are a bonus. Let's get this data mobilized!

I require proficient help for an image processing project. The main objective is to detect conditions like diabetic retinopathy and cataracts in images. Development needs: * Recognise the mentioned conditions using Python, MATLAB, or LabView. * Implement and optimize neural networks, machine learning principles and image segmentation techniques. * Enhance images to increase detection accuracy. Skills & Experience Required: * Proficiency in Python, MATLAB, and LabView. * Sound understanding of neural networks and machine learning principles. * Solid skills in image segmentation. * Previous work in medical image processing, especially in ophthalmology, is a plus.

As your client, I'm looking for a specialist having a proficient knowledge of Microsoft Excel to achieve a simple data manipulation project. The task involves predictive analysis of data, heavily leveraging date and time functions. Key Responsibilities: - Manipulating data using simple Excel functions. - Predictive analysis using Excel based on the manipulated data. Ideal Candidate: - Sufficient proficiency in Microsoft Excel, with specialised expertise in date and time functions. - Strong attention to detail and accuracy in data entry and analysis. - Superior skills in organising and ability to handle increasing complexity when required.

...owner of a Python-based app, I'm in need of a freelancer who can help revamp its current user interface. Key Task: - You'll primarily be rearranging the buttons and menus, as well as resizing the UI components. Design Philosophy: - While undertaking these adjustments, I want the redesigned UI to remain minimal and clean. Priority: - Among the various elements of the interface, navigation buttons should be accorded the most prominence. Ideal Skills: - Candidates with a solid grounding in Python and a keen eye for detail to ensure optimal functionality after the remodel will be highly considered. Experience: - Previous work on projects involving Python app UI modifications will be a definite advantage. If this fits within your range ...

I require a dedicated Django developer to create a web application featuring user authentication and efficient database management. Your tasks will include: - Developing a robust user authentication system - Setting up a reliable database management system I don't have a specific web layout in mind; I'm entrusting the design aspect to you, the chosen freelancer. I'm looking for a sleek, user-friendly interface that aligns well with the application's functionality. Your skillset should include: - Proficiency in Django and Python - Knowledge and application of JavaScript and HTML/CSS - Strong background in user interface design - Experience in designing from scratch - A solid understanding of database structures Please note: Previous experience i...

I'm seeking for an expert in Excel VBA with strong debugging and troubleshooting skills along with the ability to optimize the performance of existing macros. The key responsibilities would be: - Debugging and troubleshooting my created Excel VBA Macros - Enhancing the efficiency and performance of these Macros - Inclusion of new features as required - And finally be able to explain the code for each module. What I'd really value is a clear and concise explanation of what each module does, and this requirement would be fulfilled best by providing detailed comments in the code. This project is perfect for anyone with a deep understanding of Excel VBA, Macro functionality, and a passion for clear and enlightening code documentation.

I'm currently in need of an experienced Python developer who can revise two of my existing scripts. The project will involve making changes to the code so it uses the docx library instead of the current setup. The number of Word documents to be processed is less than 10. Although the specifics of the modifications were not explicitly provided, it is safe to assume that the job may also involve implementing any necessary tweaks to ensure the accurate and efficient extraction and processing of data from the Word files. Ideal Skills and Experience: - Extensive experience with Python and a proven track record of previous script modifications - Demonstrable proficiency with both the and docx Python libraries - Solid understanding of d...

I'm in need of an expert who can proficiently convert a 12-page Excel document into an editable PDF while maintaining its original layout. Key requirements: - Preserve the current layout of the Excel document in the converted PDF. - Ensure the PDF is editable not a read-only. - Important: There are links and media embedded in the Excel document that must remain functional in the PDF. Ideal skills to have: - Strong experience with Excel and PDF conversions. - Attention to details especially concerning layout preservation and media functionality. - Excellent communication skills to address any clarifications promptly. This project requires specific expertise, and the exact replication of the Excel layout is critical. If you ...

I'm seeking a SQL and snowflake expert. I have a small table in snowflake, for which I need a view to be created. The view will have some failed from the table and then some calculated fields based on the original table.  Needs to be done asap. Will share the table data and columns of the table in and excel sheet and the desired results as well for your reference.

I need a skilled Python developer to assist in extracting specific text data from a series of PDFs. The extracted data should be organized in a nested JSON format. Key project requirements: - **Data Extraction:** The task involves extracting text from the PDFs. - **Data Structuring:** The extracted data should be organized as nested objects in JSON. Ideal skills and experience: - **Python Proficiency:** A strong command over Python is crucial for this job. - **PDF Processing:** Experience with PDF processing libraries in Python is a big plus. - **JSON Formatting:** Ability to structure data into nested objects in JSON format. Deliverable: -Someone interested with AI also beneficial - The extracted data should be presented in a JSON format...

I am currently creating an intricate poultry farming system. I require a skilled freelancer to develop a realistic simulation demonstrating a robot's interaction within a poultry farm. Highlights of the tasks that need to be implemented include: - The main objective: simulate a robotic unit that identifies infected chickens and marks them with paint for easy identification. - Implementing inverse kinematics for controlling and manipulating the robotic arm. This aspect is significant as it will be used to simulate painting on the target - the identified infected chicken. - Validation of this simulation will require demonstration of effective use of inverse kinematics in creating realistic, smooth movements for the robotic arm while it performs its marker task. I...

...Engineer to step in and effectively collaborate with my remote team. Given the lack of a specific task or main goal, your expertise, adaptiveness, and versatility will come in handy. Key responsibilities may likely include: - • Ideal candidates should have strong experience with Azure Databricks and Data factory. • Conducting data analysis - Data integration - Data processing - Possibly executing ETL processes - Maybe venturing into data modelling, optimization, and pipeline development. • Efficient communication and collaboration capabilities are needed for this remote role. • I look forward to working with an adaptable professional who can confidently handle diverse tasks in Azure data engineering. • Design, develop, and maintain data pip...

...integration for a timely project. More specifically, I'm currently using PyCharm and a variety of ML frameworks or libraries to test a range of custom signals. The ideal candidate for this project should possess the following skills and experience: - Proficiency in PyCharm IDE for Python - Familiarity with various machine learning frameworks or libraries, including but not limited to TensorFlow, PyTorch, Scikit-learn, Keras, MXNet, and Caffe - Experience in integrating different ML stacks The top priority is to have this project completed as soon as possible. Be prepared to share your approach and timeline for project completion during our discussions. Your adaptability and ability to handle tight deadlines will be highly valued in this...

I'm in need of a professional developer who can create a web-based part navigation system for my business. The site should be user-friendly and similar to a few examples I can provide for reference. Key Features: - Search Function: The website should have an easy-to-use search function that allows users to quickly find the parts they need. - Sort by Category: Users should be able to navigate through different categories of parts, specifically for Electronics and Automotive. - Filter by Specifications: There should be a feature that allows users to filter parts based on specifications. The site should be sleek, modern, and easy to navigate. It should also be optimized for mobile use. Please note, I don't have any specific color sc...

...troubleshooting, debugging, performance optimization and code reviews for my Mongo and Python projects. The ideal candidate should have a beginner to intermediate level of expertise in these areas. Key Responsibilities: - Troubleshooting and debugging: Diagnosing and fixing any issues that may arise during the project development process. - Performance optimization: Enhancing the performance of the project through various optimization techniques. - Code reviews: Providing feedback on the codebase to ensure adherence to best practices and standards. Ideal Skills and Experience: - Proficiency in Python and Mongo. - Experience in troubleshooting and debugging. - Basic understanding of performance optimization techniques. - Ability to conduct effe...

I'm in need of an experienced Python developer to assist with the development of critical web security tools. While specific tools aren't outlined below - Subdomain Enumeration: Subdomains to be listed and categorized. - Directory Enumeration - Sensitive Parameter Detection - XSS Testing - SQL Testing

I'm in need of an experienced Python developer to assist with the development of critical web security tools. While specific tools aren't outlined below - Subdomain Enumeration: Subdomains to be listed and categorized. - Directory Enumeration - Sensitive Parameter Detection - XSS Testing - SQL Testing

I am in need of a dedicated, smart, and detail-oriented Virtual Assistant to help me for 10-20 hours per week with specific emphasis on data entry and analysis. Key tasks will include: - Data input - Data categorizing and sorting - Providing analytical summaries of data - Exploring trends and patterns - Collaborative problem-solving based on findings The ideal candidate should have strong experience with data entry, analysis, and Microsoft Excel, along with solid administrative skills. Attention to detail, strong organizational skills, and the ability to work independently are crucial for this role. If you're versatile, motivated, and have an analytical mind, I would love to have you on my team!

I need a skilled freelancer to convert several Excel spreadsheets into interactive PDF files, preserving the original Excel formatting. The converted PDF files should retain all functionality, including interactive components such as forms or clickable links. Ideal Skills: - Proficiency in Excel - Expertise in PDF conversion with interactive elements - Exceptional attention to detail to ensure formatting preservation Experience Required: - Extensive experience in converting Excel to interactive PDFs - Proven track record of working with similar projects from the past - Familiarity with handling complex Excel formatting.

...for proficient freelancers who excel in web development, app creation, and video editing. This is a great opportunity for those who are able to deliver top-notch results efficiently and at a reasonable cost. What I'm Looking For: - Web Development: The primary focus is on creating an e-commerce website. Ideal candidates should possess a strong foundation in e-commerce website development and a keen eye for design. - App Creation: I'm seeking app developers with a proven track record. Your ability to develop seamless, user-friendly apps that deliver a great user experience is essential. - Video Editing: Skilled video editors with experience in producing high-quality, professional results. In Your Application: I'm most interested in your experience. ...

I am looking for a data scraper to extract information from the JazzCash agent locator list available on their website (). Key Requirements: - I need the data to be delivered in an Excel spreadsheet format. - The specific details that I require for each Jazz locator are the Name and Address, along with the Services offered. - The scraping needs to be done only once; it will not be recurring. Ideal Skills and Experience: - Proficiency in web scraping, particularly using tools like Python's Beautiful Soup or Scrapy. - Experience in extracting data from websites with dynamic content. - Strong attention to detail to ensure accurate data extraction. - Previous experience with similar data scraping projects will be an advantage. I am particularly...

I am searching for a proficient Python developer who can help troubleshoot and improve my machine learning model. My model, which utilizes CNN and BiLSTM, yields inconsistent results across different datasets and experiences issues with overfitting. Here are some more details about the project: - I have around 1,500 samples to use. - The data in unbalanced dataset. - The project could involve revising the model structure, tweaking parameters, or introducing regularization or dropout methods. The freelancers applying should possess the following skills: - Extensive Python knowledge - Experience working with machine learning, deep learning algorithms, and data science particularly CNN and BiLSTM - Understanding of overfitting and the methods to prevent it Jus...

Example link: I require the capture/extraction of 84x numerical values (table comprises of twelve events, seven results per event) from PDF file as quoted above. There will be 1,000s of unique PDF's, so my guess is I'd copy/paste relevant addresses into an Excel file and a Python script would run from there (?). To my knowledge, PDF file is always four pages in length, relevant table to scrape is always located on page2. Required data is always located in the same position/same column in PDF files. (Possible) example output in CSV/Excel could look like: date | 1H | 21,114,900 | 291,000 | 719,400 | 119,200 | 71,000 | 17,900 | 12,600 That output line (above) would have twelve lines of data per daily PDF file (1H, 2H, 3H etc)

I am seeking a skilled freelancer to guide me in creating Power Automate flows that efficiently import data from a single worksheet Excel document into Dataverse. Key Tasks: - Develop a couple of Power Automate flows to import Excel data into Dataverse. - I have had many difficulties with date and lookup/choice columns not correctly importing. Ideal Candidate: - Expert knowledge and experience in Power Automate. - Proficient in Data Integration between applications. - Knowledgeable in creating approval workflows and automated notifications. - Previous experience with Excel-data integration into Dataverse. - Excellent communication skills.

...freelancer with exceptional skills in Python, data science, AI and image processing, to undertake a pixel prediction project. Key Task: - Implement a transformer-based pixel prediction using Python with a focus on image data. Key Deliverables: - Leverage your expertise in Python to develop a high-performance pixel prediction algorithm. - Utilize image data efficiently for the prediction process. - Present the outcome of the prediction in the form of insightful visual graphs. Desirable Experience: - Extensive knowledge in Python programming - Familiarity with image data processing and analysis - Previous experience in AI and predictive modelling - Proven track record in creating visually appealing and easily understood graphical data present...

We are seeking skilled web and Android application developers to create an integrated platform for our milk collection and animal food sales business. Your primary responsibilities will be front-end and back-end development for both the web platform and the Android application. Key Responsibilities: Web Platform Development: Develop a user-friendly and visually appealing e-commerce website tailored to our business needs. Focus on efficient milk collection management, advance payment tracking, inventory management for animal food products, and seamless integration between the web and mobile platforms. Android App Development: Create a complementary Android application that enhances user experience and facilitates easy access to our services. Ensure intuitive UI design...

Hello All, I have a variour resource with different skills and technologies who are working in my company. I will provide them either resource base or project base. We have a all kind of resource like Web, Mobile, Database, Python etc. Kindly Let me know if any you need requirement Thank You

I am looking to create an Excel tool that will streamline our disbursement process. The tool needs to handle data entry automation, calculation of disbursement amounts, and generation of disbursement reports. Key Features: - Data Entry Automation: This will help us input information quickly and without errors. The tool should automate data entry to reduce human error and increase efficiency. - Calculation of Disbursement Amounts: Once the data is entered, the tool should automatically calculate the disbursement amounts based on predefined criteria. This will help us ensure that the amounts are accurate and consistent. - Generation of Disbursement Reports: After the calculations are done, the tool should be able to generate reports in a clear and user-...

I'm in need of a talented full-stack JavaScript developer to help construct a remarkable web application. While I don't necessarily have a preference for the specific platform, I'd appreciate it if the developer can provide recommendations and explain their platform choice, whether it's React.js and Node.js, or Angular.js and , or Vue.js and Django. Your role will encompass both front-end and back-end development. To excel in this job, you need to have: • A strong grasp of full-stack JavaScript development • A robust knowledge of various frameworks • Experience in building web applications • Excellent problem-solving abilities and detail-orientated approach • Strong communication skills to ensure clear disc...

Looking for a pre-built API that can enhance image resolution. This will be an integral part of my workflow. Key Requirements: - The API should be compatible with Python, as this is the language I work with. - It should have a primary function of enhancing image resolution. Additional Information: - The expected input image size range is not defined, but the API should be able to handle images of varying sizes. - While not a must-have, I'd appreciate it if the API is lightweight and easy to integrate. Ideal Skills: - Proficiency in Python and experience with Python-based APIs. - Prior experience with AI image enhancer APIs. - Ability to understand and work with varying image sizes. Please provide details of the API you can offer and any re...

I'm currently in need of a competent individual proficient in data entry tasks. The ideal candidate must have strong experience and skills in managing and operating data with Excel Spreadsheets. Your task revolves primarily around: - Data entry into an Excel Spreadsheet Experience with Excel Spreadsheets is a must for this project. Perfect attention to detail and accuracy are vital. Applicants should be able to work autonomously and deliver high-quality results. Please note that the type of data to be handled has not been specified; it may include text, numerical, or image data.

...ideal candidate should have proficiency in Azure to run machine learning models effectively. - **Primary Goal**: The primary purpose of this data analysis is to enhance our customer segmentation strategies. As such, the project will require a deep understanding of customer behavior and sales patterns. - **Data Type**: The data provided for this project is structured, primarily in Excel and CSV files. Your ability to effectively manipulate and analyze this data will be crucial. Ideal Skills and Experience: - Proficiency in Azure and strong experience in running ML models on the platform - Proven track record in customer segmentation and sales data analysis - Ability to work with and manipulate structured data effectively, particularly in Excel a...

I have a small project that requires the entry of structured text data. The project will involve: Ideal candidate would have a strong attention to detail, excellent organizational skills, and a background in data entry. Experience with structured data formats is a plus. This should be a fairly quick task, but accuracy is key. I will share you more details in via chat box. Thanks

...should be designed to handle our Software as a Service (SaaS) licensing. The main functionalities required are: - **Payment Processing:** The portal needs to process payments from our clients. - **License Management:** The portal should manage our SaaS licenses. Ideal candidates for this project should be well-versed in web development, particularly in creating user-friendly and efficient customer portals. Experience with integrating Square and Zoho Books is a plus. It's crucial that the website and portal are secure and scalable. A good understanding of SaaS models would also be beneficial. Additional Requirements IoT Hybrid Solutions Website with Customer Portal for Product License Management and Payment Requirements Documents Project Overview: The project aims...

I need a proficient Python artificial intelligence expert to fine-tune an already trained lipsync model. There seems to be an undefined glitch that is negatively impacting the overall performance of my model. Key Responsibilities: - Make two models using the code I'll give Ideal Skills and Experience: - Extensive experience in Python - Knowledge and background in AI - A track record of training, troubleshooting, and fine-tuning lipsync models - Focused skills in enhancing the robustness and speed of a model are desirable, but not essential. I am looking for a skilled individual who can swiftly address and rectify this subpar performance issue. A quick resolution will allow me to continue utilizing my lipsync model to its full potential. Y...

This project requires a freelancer with advanced skills in Excel. I am outsourcing tasks revolving data management. Key Aspects include: - Advanced manipulation of Excel functions - Complex calculations - Refined data analysis When applying, please focus on: - Your practical experience with similar tasks Having realized the depth of this project, it's pivotal that you have an advanced understanding of Excel. Ideally, your background should perfectly align with data management, advanced calculations, and analytical tasks. Demonstrating this through past projects and describing your specific insights gained from those experiences will be a big plus.

...highly skilled freelancer to undertake a multifaceted project involving the detailed completion and enhancement of a CSV file for upload to Square. This extensive project requires three core competencies: meticulous data extraction from our website, proficient data entry into an Excel form, and the creation of engaging service descriptions using AI tools. The ultimate goal is to craft a CSV file that not only meets but exceeds the requirements for Square's platform, ensuring a seamless upload process. Key Responsibilities: Data Extraction and Accuracy: Initiate the project by extracting data from specific sections of our website. This data must be accurately transcribed into an Excel form, adhering closely to the required fields. Attentio...

I need an expert with proficiency in Wix to develop a high-performing website for my software technology development and services company. Key Features: Homepage: Use technology-themed visuals, such as code snippets, or futuristic designs, as part of your website's background or banners. Include a section titled "Join Our Team" or "Careers" prominently on the homepage to indicate that you're actively seeking tech-savvy individuals. About Us: Emphasize your company's commitment to innovation and technology in the "About Us" section. Highlight key technological achievements, projects, or patents to showcase your company's expertise and contributions to the tech industry. Careers: Create a dedicated career...

I'm seeking a proficient ArcGIS Python specialist to help me with a project that involves data analysis and geoprocessing. Key tasks: - **Data Analysis:** You will be responsible for analyzing medium-sized data (1 GB to 10 GB), using ArcGIS Python. Your ability to extract meaningful insights from this data is crucial. - **Geoprocessing:** I need assistance with efficiently processing this spatial data. Your geoprocessing tasks should be meticulous and well-documented. I'm specifically looking for an expert who can create custom GIS tools that can streamline these processes. Ideal Skills and Experience: - Strong proficiency in ArcGIS Python - Extensive experience in data analysis, particularly with medium-sized datasets - Pr...

Project Description: We are seeking a highly experienced individual to lead the development and deployment of a decentralized AI and GPU-sharing platform. This long-term project requires a candidate with extensive expertise in AI, blockchain technology, and systems infrastructure to drive the implementation and scalability of the platform. More than 5 years of experience. Responsibilities: Design and develop a Layer 1 blockchain infrastructure optimized for task distribution in decentralized environments. Implement and maintain AI services using frameworks such as TensorFlow, PyTorch, Caffe2, and MXNet. Develop blockchain components, focusing on smart contracts and decentralized applications (DApps) integration. Manage cloud-based and on-premise GPU nodes, including deploym...

I'm looking for a skilled developer to lead the creation and deployment of a decentralized AI and GPU-sharing platform. Your primary goal will be to combine AI, blockchain, and systems infrastructure knowledge to create a high-performance and secure platform that's fully scalable. Responsibilities: Design and develop a Layer 1 blockchain infrastructure specifically optimized for task distribution in decentralized environments. Design, implement, and maintain AI services using popular frameworks such as TensorFlow, PyTorch, Caffe2, and MXNet. Develop blockchain components, focusing on smart contracts and decentralized applications (DApps) integration. Manage cloud-based and on-premise GPU nodes, including deployment, scaling, and monitoring. Ensure system re...

I require an Excel specialist proficient in creating dynamic and functional spreadsheets. This project involves designing a new Excel sheet that handles both numerical and text data. You would need to: - Set up the sheet, capable of performing multiple features such as automated calculations and conditional formatting rules. - Configure simple calculations for GP indicators basing on specific cost prices. - Ensure the spreadsheet can efficiently process a mix of numeric and text data. Strong skills in Excel and data management are essential for this project. Familiarity with advanced Excel functions and an ability to provide quick, efficient solutions to data processing problems would also be very beneficial. A good understanding of GP in...

...background in Excel to develop a keyword search tool for an Excel database. This tool will primarily be used for filtering data and linking to articles hosted on a network. Key Requirements: - Experience creating and managing Excel databases - Proficiency in implementing keyword search tools in Excel I would like the sheet to have a Main/Search Page and another page for the database. I want to be able to add new entries to the database section and have them be searchable on the main page. I want to be able to create new searchable keywords on the database page and have them populate and be searchable on the main page. I would like to be able to enter multiple search terms into the search...

I need this to be done IMMEDIATELY! - Extract data in a specified format. - Transfer data from the price listing PDF to an Excel spreadsheet. - Input details such as SKU, Name, Description, Brand, Cost Price, Length, Width, Height, and Weight, which are highlighted in blue. - If any title or heading is not mentioned in the details provided in item #3, add it to columns U-Z. - Ensure all data is formatted correctly, with names in proper case and prices as numerical values. I'm in need of a proficient data entry freelancer to help convert a scanned image PDF to an Excel spreadsheet. Key Details: - The PDF contains less than 50 pages. - The data in the PDF is in the form of scanned images, making it crucial that the freelanc...

I'm looking for someone who can do good work in python

I'm in need of a skilled Python programmer to assist with an intermediate level coding task. The task is a university project due tomorrow, and it involves working with data structures and file operations. Key Requirements: - Proficient in Python: You should have a strong grasp of Python programming, particularly its data structures and file handling capabilities. - Experience with Intermediate-Level Programming: The task requires someone with experience handling tasks that go beyond basic calculations. - Ability to Work Under Time Pressure: This task has a tight deadline as it's due tomorrow, so you need to be able to work efficiently without compromising quality. My task is: Create a library that implements a stack via a linke...

I am looking for a competent AI assistant to aid me with data analysis, research, and the implementation of pilot codes. This AI assistant should be proficient in Python DT description language and C#, and have a working knowledge of Markdown. The assistant should be: • Able to instantiate 3d model on physical entities • Capable of conducting thorough web research independently • Experienced in pilot code implementation • Comfortable working within a Windows Operating system Ideally, the successful candidate will have experience in data analysis and machine learning. Experience with the Windows operating system is a must. Understanding of other platforms is a plus. This is a great opportunity for freelancers who have a knack for de...

...primary objective is to leverage your expertise in Machine Learning and Natural Language Processing to enhance customer satisfaction through innovative AI technology. Key Responsibilities: - Designing and implementing machine learning models to predict and analyze customer behavior - Developing and integrating natural language processing algorithms for sentiment analysis and customer feedback processing - Ensuring the AI system is well-equipped to provide personalized and efficient services to our customers Ideal Candidate: - Proven experience in Machine Learning and NLP, with a strong portfolio of successful projects - Proficiency in Python (preferred) and familiarity with Java and C++ for AI development - Strong problem-solving skills and ...

...expert with a good command of Python to review and potentially fix errors in my existing codebase. The project involves the following key aspects: - Data Preprocessing: The freelancer should thoroughly analyze the data preprocessing steps in the codebase for any potential inefficiencies, errors, or improvements. They should ensure that the data is being handled in the best possible way for the NLP tasks at hand. - Model Training: The NLP model training section should also be meticulously reviewed. It is imperative that the freelancer has experience in training NLP models and can identify areas for enhancement or correction. - Model Evaluation: The successful candidate should be able to evaluate the performance of the NLP model and provide suggestions on how to...

...seeking an experienced Python developer and educator to create a comprehensive, self-paced online course focused on Raster Data analysis. The course will utilize Python programming within Jupyter Notebooks to teach practical and theoretical aspects of raster data handling and analysis. Scope of Work: - Course Structure: The course will consist of 7-8 lectures, each designed to be completed within a week, making the entire course duration approximately 7 weeks. - Content Creation: Each lecture will include a Jupyter Notebook containing both theoretical content and practical exercises. These notebooks should be self-explanatory to facilitate independent learning by students. - Data Use: All practical exercises will utilize openly accessible rast...