Text statistics python jobs

I need assistance with data entry. I have printed documents containing text data that I need to be accurately transcribed into a spreadsheet. Key Requirements: - The data is text-based and will require accurate transcription. - The data will be provided in printed documents. - The output format required is a spreadsheet. Ideal Freelancer: - Proficient in data entry with high attention to detail. - Experienced in working with printed documents. - Skilled in using spreadsheet software. Your role will be crucial in ensuring the accurate and efficient transfer of the information from these printed documents to a digital spreadsheet. The ability to maintain precision in transcription is key.

I'm in need of a skilled graphic designer who can add an address text to my existing logo. The logo is available in a variety of file formats including EPS and JPEG. The text needs to be placed below the logo. Key Project Requirements: - Add an address text to the logo - The logo is already available in EPS and JPEG formats - Placement of the text should be below the logo Ideal Skills and Experience: - Proficiency in graphic design software - Previous experience in logo modification - Basic understanding of typography - Strong attention to detail - Timely delivery of projects

I want a python script that will check the balance of my four wallets inj1.... (injective blockchain), cosmos1.... (cosmos blockchain), osmo1.... (osmo blockchain) and juno1.... (juno blockchain) every 5 seconds. And in case the INJ balance increases, ATOM. OSMO or JUNO, then the entire balance will be transferred fully automatically to another wallet inj1...., cosmos1...., osmo1.... and juno1.....

I'm in need of an expertly developed trading bot capable of purchasing a new coin as soon a...forthwith. Specifically, the platform targeted for this task is kucoin. Key Responsibilities: * Crafting a bot proficient in immediate buying and selling of newly listed coins. * Ensuring immense reliability and speed of the bot's functionality. * Ensuring that the bot is compatible with kucoin and open to future adaptations for other platforms. Ideal Skills and Expertise: * Versatile experience in Python language. * Previous exposure to developing trading bots. * Deep awareness of kucoin and other potential exchange platforms. Ultimately, the bot should advance my trading performance by maximizing profitability through quick purchases and sales in the volatile moments when coi...

I'm seeking a skilled developer to take my ...algorithm should be optimized to better handle the extracted data. The developer should ensure that the comparison is done accurately and efficiently. - **User-Friendly Interface:** The current demo code lacks a user-friendly interface. I am looking for a developer who can design and implement a clean, intuitive and user-friendly interface. Preferred Programming Language: Python - The application is currently built in Python and I would like to stick to this language for consistency. Notable Requirements: - The application should be able to handle both Word and Excel documents. - The final product should be a fully functional web-based application. It should be able to extract data from both Word and Excel documents and com...

I'm in need of a freelancer skilled in graphic design to make some necessary corrections to a billboard design. The changes needed are specifically centered around the text, requiring moderate rephrasing and an increase in font size for better visibility. Ideal Skills and Experience: - Strong command of graphic design software and tools - Experience in creating and modifying billboard designs - Attention to detail and ability to execute moderate text rephrasing - Proficiency in adjusting font sizes for better readability The turnaround time for this project is urgent, so please only apply if you're confident in your ability to deliver high-quality work quickly.

I'm searching for a Python developer knowledgeable in numerical data analysis. The key task of this project will be developing a Python script for classifying images. This script will then need to perform advanced data visualization tasks on numeric data. Task would be to analyze a dataset containing different types of fish breeds Images and is required to classify them using CNN based on their location and chemical compositions in various parts of an ocean/location Ideal Skills: - Excellent grasp of Python programming - Strong understanding of image classification techniques - Proficiency in numerical data analysis - Expertise in data visualization methodologies Previous experience with projects involving Python, image classification and data visual...

I want assist witg solving problems regarding the following: probability -Statistics -Statistical quality control - Proficiency in probability theory - Experience in solving undergraduate level problems - Strong mathematical background The preferred mode of submission is a written report.

I'm seeking a seasoned app developer to design and construct a dashboard screen ...app developer to design and construct a dashboard screen for my pre-existing app. This screen should focus on a minimalist aesthetic, enabling a clear, clutter-free user interface. Key Tasks: - Develop a dashboard screen within an existing app. - Ensure it displays user statistics and notifications. Required Skills: - Background in app development, mainly in dashboard functionality. - Extensive understanding of minimalist design principles. - Proven experience in creating user-friendly interfaces for displaying statistics and notifications. Please showcase any similar past projects and also familiarize yourself with the existing app before making a bid. An eye for simplicity and functi...

I am in need of expert help to scrape text data from specified websites. After the data has been collected, the next step is to clean the data, ensuring that it is in the appropriate format for use. The final output should be managed and stored in a Database Management System. The ideal freelancer for this project should have: - Proven experience in web scraping, specifically text data from websites - Advanced skills in data cleaning to ensure the data is usable and well-structured - Capabilities to manage and store the cleaned data into a Database Management System Please provide any relevant examples of previous work in web scraping and data cleaning and provide details about how you plan to carry out this project.

I'm looking for a logo that combines text and graphics. The design needs to be modern and clean, reflecting the professional services I provide. For the colors, I prefer a palette comprising yellow, blue, and white. The ideal freelancer for this job should have: - Experience in creating modern, professional logos - A strong understanding of color theory - A portfolio demonstrating previous successful logo projects - Good communication skills to understand and interpret my requirements accurately More designing work will follow, if quality meets expectations.

I'm seeking a professional in Python with experience in computer vision, specifically with DVS 346 cameras. The goal of the project is to: - Detect human movements: Standing, walking, sitting, waving, jumping, running - Calculate the speed of detected movements The project will take place in an indoor environment. Ideal candidates should have: - Proficiency in Python - Expertise in computer vision - Experience with DVS 346 cameras would be a plus This is a unique project that requires attention to detail and an understanding of both human movement and computer vision principles. The ideal freelancer will be able to deliver accurate movement detection and speed calculations. I already have the DVS 346 camera for this project.

As the developer of an existing project written in Python, SQL Server, and MongoDB, I am currently facing a challenge. A logical error in the code is causing a bug, and I need an expert to fix it. High-level summary of the code- 1. Fetch records from SQL server ( total 680000 records) 2. Apply face recognition on each record 3. Insert the response from step 2 in MongoDB along with other data from the SQL server Issue- The existing code is currently doing steps 1 & 2 and performing step 3 at last when face recognition is applied on all records. Due to this it step 3 is waiting to complete the step 1 & 2. Expectation- After fetching each record from SQL server, the code should apply face recognition and then store the data in MongoDB immediately. I will share my screen thr...

Hello and Thank you for being here Please note I need to install python 3.10 on centos and do not have a C compiler there Is there a solid set of steps without a C compiler ? Will give a 5 Star Review when this is done and will write such inspiring words for you, when done. Please understand; there is hope you can give your “best” price; been unemployed, and have cancer with bills backing up, $10 possible? Please note $10 is the max total that I can handle for this (doing hourly reduces % fee). Will leave a Glowing paragraph of feedback 5 stars : - ) My funds are low but will pay quick and leave 5 stars. Please give your best possible for your bid ? (something reasonable?) Please note there is hope we can mutually complete this task; we can leave each other nic...

Python refactor code, change logic for the investment strategy

...web developer to adjust text and pictures on my website. - Update Text and Picture: The task involves replacing certain phrases within the existing text so it looks good when hovering over the text/picture of our existing provider. - Picture and Text Placement: I need a new provider's picture and text added to the 'Our Providers' section of the webpage. - Button Links: Additionally, the task includes changing a link so that it opens within the same window as the webpage, rather than a new tab. This will be required across several buttons on different parts of the website. Completion Deadline: This task needs to be completed as soon as possible. Ideal Freelancer: - Proficient in web development and website design. - Abil...

I'm seeking a freelance Python developer to improve the performance of a perspective correction script which is currently struggling with shapes that have more than 4 points. I have a Python script that does perspective correction of the images. It works in cases where the shape has 4 corners. If a shape has more than 4 corners, the script will not work. Please see attached and The script obviously fails on the "L" shapes. The has the expected result simulated. Attached is a zipped folder with everything you need to start. To run a script, use this command {filename} Example The "source" folder has various source images that have working and non-working cases. I need a solution that

I'm seeking an experienced Python developer who can leverage PyG to improve the accuracy of existing link prediction models on co-authorship network data. Key Responsibilities and Requirements: - Enhance existing models: You'll be tasked with optimizing and fine-tuning our current link prediction models, in order to improve the accuracy of the predictions. - PyG Proficiency: Proficiency in PyG, a Python-based library for building graph neural networks is a must for this project. - Previous experience: Experience with machine learning, particularly in the field of link prediction, would be ideal. - Dataset knowledge: Familiarity with handling co-authorship network data is a plus. I'm looking for a proactive, detail-oriented individual who can work independen...

I'm looking for a highly skilled data scientist to dive into a project that requires a strategic blend of data analysis, data modeling, and machine learning. Python proficiency is essential for this role, as it's the primary tool we will be using. Ideal Skills: - Python programming - Data analysis - Data modeling - Machine learning Despite the specifics of the dataset size and type being unclear, the candidate should have experience handling different scales and types of datasets. Your ability to adapt and work with varying datasets will be essential. Please be prepared to showcase similar past projects in your proposal.

I am seeking a skilled developer who has strong expertise in Java or Python programming languages. This project involves developing a robust software that includes several key features: - User Authentication: Your capabilities should include creating a secure log-in feature for the users. - Database Integration: The software will need to interact smoothly with an existing database, so experience with database systems is essential. - Reporting and Analytics: The ability to incorporate reporting and analytics functionalities into the software is crucial. - Facturation: Knowledge of finance or billing systems is required to integrate facturation, it's a key component of this project. - Calendar: Lastly, being able to integrate a user-friendly calendar will be an added advantage. ...

I'm utilizing an eform generator that necessitates manual setup of form fields and checkboxes on a PDF. To streamline this task, I'm looking for an expert who can automate the conversion of PDFs or image files into HTML, using the ...cal-functions/e-forms/creating-your-own-eforms/ Key Requirements: - Automation: The primary goal of this project is to automate part or all of the the form creation process - even if there is a way to automate the location of top left pixel of each checkbox. - Simplicity: The forms that need automating are relatively straightforward, including basic types such as text and checkboxes. Ideal Skills: - Proficiency in HTML, Python - Ai/Machine learning - Previous work in automating form creation is a plus. Please, feel free to reach out...

I'm looking for Unity developer with knowledge on Android and iOS development that can help me doing some fixes/changes on this STT-TTS plugin: I'll give more details on interview. Please only bid if you have experience on both iOS,Android and Unity, I need this fixes shortly. Possibility of long term collaboration*

Tasks: We have three different algorithms for matching a resume with jobs on the website. They are coded in python. You have to create the APIs for webapplication. Then you create the Website which has 2 user types. Job Seeker and Employer. Login to use (home page) Job seeker will upload their resume details using a fixed form. Employer can post as many jobs using an upload job form. The data is stored in a table. On clicking the Find Jobs button (after uploading resume) or Find Profiles (for each job posting uploaded) the results page will show the ranked results (either job or resume depending on user). Home Page - Login SignUp buttons only...no design or banner or random stuff. Profile Page - Form Filling page with resume details. Resume Form Page Job Description Page Sim...

I am seeking a competent developer with experience in algorithmic trading. The main aim of this project is to connect a broker API for algo trading in the stock market using Python. The broker API to be used is not specified yet, hence, you should be adaptable and skilled with several common trading platforms such as E-Trade, TD Ameritrade, or Interactive Brokers. The task at hand involves connecting the broker API in order to carry out trading with our proprietary strategy. Ideal Skills and Experience: - Proficiency in Python - Deep understanding and experience with algorithmic trading - Familiarity with various trading platform APIs for algo trading Please include in your application a detailed proposal outlining the plan, tools, and methodologies you intend to employ...

We are an innovative tech company embarking on the creation of SnipeOS, a custom Linux operating system designed to revolutionize user interaction and productivity through a tailored user experience. Project Overv...Selector Web Browser Configuration: Set the web browser's default homepage to and the default search engine to snipesearch.net. Include links to snipesearch, snipepay, snipesocial, auctionit, and TTWRITE in the web menu. Desired Skills and Qualifications: Proven experience in Linux system development, particularly with XFCE. Proficiency in programming languages such as C, C++, Python, and shell scripting. Familiarity with the configuration and deployment of the listed software applications. Experience in system branding and customization for Linux distributions.

I'm in need of a skilled PDF editor with the following capabilities: - Editing text: I need to be able to make changes to the text on the document as needed. - Formatting text: The ability to format the text in the document is important for ensuring it's visually appealing. - Adding images and graphics: The editor should support adding images and graphics to the PDF document. I primarily use Windows as my operating system. After editing, I plan to use the documents for various purposes, including online publication, printing, and internal documentation. Ideal candidates for this project should have: - Proficiency in using a PDF editor with the mentioned features - Experience in editing text and formatting it in a visually appealing way - Th...

...you are not a US citizen, pls don't apply**) I'm in search of a skilled software engineer to help develop a new web application. The ideal candidate should have proficiency in Java, Python and C++, as well as experience in full-stack development. Key responsibilities include: - Developing a new web application from scratch - Integration of user-facing elements with server side logic - Building reusable code and libraries for future use - Ensuring the technical feasibility of UI/UX designs - Optimizing the application for maximum speed and scalability Skills and experience required: - Proficiency in Java, Python and C++ - Full-stack development experience - Strong understanding of web development technologies and concepts - Familiarity with Agile methodologies ...

I'm in need of a custom SCCM report that's focused on software inventory. Key Details: - The report should specifically list all the software installed on the devices. Only installed software, not the default software installed by the operating system. - I only need a list of the installed software, without any additional usage statistics or version/license information. - It's essential that the report is filtered by operating system (Windows, macOS), as I need to have insights specific to these platforms. This is a crucial piece for our system management. The ideal freelancer for this project should have: - Deep knowledge of SCCM and experience in creating custom reports. - Solid understanding of software inventory and how it can be effectively reported. - Ability ...

I'm seeking a skilled freelancer to create an AI solution that effectively removes text content from Word files. The primary goal is for the AI to reduce the score to zero, ensuring that none of the original text remains. A strong understanding of AI is key, along with experience in creating or manipulating Word files. Specific job requirements include: - Experience in text manipulation using AI - Familiarity with Microsoft Word files - Ability to effectively reduce text content to nil - Solutions-focused thinker who can anticipate potential challenges - Rigorous tester to ensure successful implementation - Strong communicator for collaborative workflow The end product should successfully remove all text content from a given Word file, bringing the...

...analysis on live stock price data from both the BSE (Bombay Stock Exchange) and NSE (National Stock Exchange). Specific project requirements: - Data Collection: Compile live trading data from both BSE and NSE. - Programming Language: The model should be developed using Python and webapp using django. - Deliverable: Create a prediction model based on Time Series Analysis apply suitable ML model like LSTM AROMA. Ideal skills and experience for this project: - Strong background in financial market analysis. - Proficiency in Python language and financial analysis libraries. - Solid understanding and hands-on experience with Time Series Analysis predictions. - Ability to handle and work with live market data feeds from BSE and NSE. If you meet these qualifications and are...

I'm searching for a skilled Python Django developer with proficiency in deploying websites on a shared hosting environment with cPanel. The main purpose of this website is to provide a platform for user interactions. Skills and Experience: - Proficient in Python Django for website development - Experience in deploying websites on shared hosting with cPanel - Familiarity with Linux terminal is not necessary - Prior experience in projects involving user interaction platforms Key Task: - Deployment of a Django website on a shared hosting environment with cPanel, without the use of a Linux terminal.

As a client with emphasis on quality, I need the support of an experienced Python programmer who can take charge of the frontend aspect of my web development project. At the core of this project are the following requirements: - Full proficiency in Python as the main programming language for the task - Demonstrated experience in frontend web development using Python - Familiarity with the best practices in Python programming - Capacity to effectively communicate, provide regular updates and accept feedback The missing response for the third question won't be an issue — I am more interested in a Python programmer who can bring their own unique ideas and solutions. You are encouraged to showcase your creative problem-solving skills. Apply if...

I'm seeking a developer to bring a comprehensive voice AI proj...the project include: - Integration of voice recognition - Implementation of natural language processing - Development of a functional virtual assistant - Language Model and AI analysis I have a design and user interface in place, so your primary focus will be on the backend development to ensure seamless, reliable functionality. Ideal skills and experience for this job include: - Proficiency Python, Java or relevant coding language - Strong understanding of voice recognition and natural language processing - Experience in virtual assistant development - Ability to work with existing designs - Developing custom language learning model and coding to deliver relevant response. Deliverable is a beta-tested minimum ...

...write control code for the robot, and also troubleshoot and fix any simulation errors that may arise. The key responsibilities for this project are: - Develop and simulate robotic arms models in Coppeliasim - Proficient in programming languages required for the task, particularly Python and lua - Write efficient control code for the robotic arms - Identify, troubleshoot, and fix any simulation errors that may arise Ideal candidates should have: - Proven experience in working with Coppeliasim - Proficiency in Python and lua - Strong understanding of robotic arms and their control mechanisms - Ability to troubleshoot and resolve simulation errors quickly - Excellent problem-solving skills and attention to detail. Your expertise will be crucial in the success of this proj...

I need a proficient software developer to build an offline multiple-choice question (MCQ) exam software compatible with Windows operating system. The primary purpose of this software is to conduct exams for learning institutions. Key Features Required: - ...Required: - The software should have a score tracking feature that effectively keeps track of students' exam progress and results. Ideal Candidate: The perfect match for this job should have substantial experience in software development, particularly in developing educational tools. An extensive understanding of the Windows operating system is crucial. Proficiency in programming languages like Java, Python or C# would be beneficial. Familiarity with creating scoring algorithms and a good grasp of user-interface design are...

I am in need of a proficient data entry specialist to help translate text data from PDF digital files to a more accessible format. This project requires a meticulous individual with keen attention to detail, who is capable of handling and processing large amounts of text data accurately and efficiently. The responsibilities for this job include: - Transferring text data from PDF files - Ensuring data is entered accurately, without errors - Organizing high volumes of digital documents Ideal skills and experience for the job: - Proven experience in data entry, particularly with PDF text - Exceptional attention to detail - Proficient in common data software - Excellent organization skills - Ability to handle multiple tasks simultaneously.

I am currently facing an issue with the packaging of my Streamlit app, specifically error messages related to dependencies. My app does RAG or Retrieval Augmented Generation. However, I am stuck with this bug. Any freelancer planning to undertake this project should be: - Skilled in Python programming - Familiar with Packaging methodologies like PyInstaller, PyIodide, Stlite - Experienced in debugging dependency issues The main tasks will include: - Understand existing errors in the packaging process - Debug the dependency-related issues - Ensure the final version of the packaged app works seamlessly with no errors in multiple hosts I invite freelancers with prior experience in handling similar tasks to place their bids. This project has the potential for future maintenance and...

As a project owner, I'm in need of a proficient backend developer chiefly for the deployment of a Python Django project. This includes: - Setting up server and database - Deploying the project using both Nginx reverse proxy and Apache - Enhancing backend performance The best candidate should offer rich experience in Python Django project deployment as well as server setup and optimization. There won't be any need for coordination with other teams or members. Hence, the ability to work independently is crucial. Please remember to include your relevant experience in your application.

I am searching for a detail-oriented data entry operator to help with a monthly task of making small text changes to a series of PDF data booklets. The ideal candidate should have: - Previous experience with data entry - Proficiency in PDF editing tools - Strong attention to detail.

I'm in need of a skilled Python developer with a strong background in AI and ML. The project involves a full spectrum of responsibilities in these fields, and I'm looking for a professional who can hit the ground running. Key Responsibilities: - AI Development: You'll be tasked with creating, implementing and maintaining complex AI algorithms and systems. - ML Model Development: This role will require you to design, train, and optimize machine learning models. - Data Analysis: You'll need to collect, interpret, and present data in a meaningful way, to help inform our AI and ML projects. Required Skills and Experience: - Expertise in Python is a must. You should be comfortable with Python libraries and tools commonly used in AI and ML projects. - P...

I'm seeking a skilled Python developer who can handle all aspects of SNMP for my project. Key Responsibilities: - Implementing SNMP query and data retrieval - Efficiently managing SNMP trap handling and notification - Developing a robust SNMP agent Your role will be crucial in ensuring that our system effectively communicates using SNMP across multiple versions. Ideal Skills and Experience: - Proficiency in Python - Extensive experience with SNMP (versions 1, 2c, and 3) - Strong understanding of network communication - Previous work on SNMP trap handling and agent development is a major plus If you have the right skillset and experience, I look forward to seeing your proposal.

I need a reliable and detail-oriented data entry professional to input text data from digital files into a structured format for data analysis. Key Responsibilities: - Inputting text data accurately and in a timely manner from digital files Ideal Candidate: - Proficiency in data entry - Attention to detail - Experience with data analysis is a plus Please note that the primary goal for this project is data analysis, so the quality and accuracy of the data entry will be critical.

...the system files to detect/deal with threats promptly. • Firewall Features: An inclusive firewall feature aimed at facilitating additional system protection. Ideal Skills/Experience: • Extensive experience in antivirus application development, specifically for Windows OS. - Expertise in Windows Kernel Driver Development. - Proficiency in high-level programming with C++/C/C#/Qt, Java, and Python. - Developing apps in C/C++/C#/Qt - In-depth knowledge of low-level operations with X86/ARM Assembly Language. • Knowledge in system security and safe programming practices. • Demonstrated ability to meet tight project deadlines. I require this antivirus software as soon as possible, so the ability to work under time constraints is crucial. Please pro...

...-Models are already running on a local computer, but I need to move them to Sagemaker 100%. Data is on S3 already. -You need to configure and prepare Sagemaker from end to end, and teach me how you did it, since I need to replicate it in another system. -I will give you the data and access to AWS Ideal Skills and Experience: - Demonstrated experience in performing similar migrations - Proficiency in Python, R, and Spark languages - Hands-on experience with AWS Sagemaker -AWS is a MUST, -No matter how, we need to have both models up and running on Sagemaker. -You dont need to change, or imrpove the models, they are already good. But maybe you will need to adapt them to be able to run in AWS Sagemaker. Your ability to perform this task accurately and efficiently will be invaluab...

I'm looking for a professional programmer, proficient in Python to craft a script. This script is for the main purpose of finding mobile numbers, identifying their carrier, and matching this information with corresponding zip codes. This process is vital for my verification purposes. Not only this, but your script must provide these details in a CSV file output format. Key requirements are: - Extensive knowledge and experience in Python - Experience in number location and carrier identification script writing is a plus - Knowledge of data presentation in CSV format This task requires high attention to detail and a strong understanding of number location matching technology. If you meet this description, I'm excited to hear from you.

I'm in search of a skilled software engineer to help develop a new web application. The ideal candidate should have proficiency in Java, Python and C++, as well as experience in full-stack development. Key responsibilities include: - Developing a new web application from scratch - Integration of user-facing elements with server side logic - Building reusable code and libraries for future use - Ensuring the technical feasibility of UI/UX designs - Optimizing the application for maximum speed and scalability Skills and experience required: - Proficiency in Java, Python and C++ - Full-stack development experience - Strong understanding of web development technologies and concepts - Familiarity with Agile methodologies - Excellent problem-solving skills - Good communicati...

I need a Python code developed for vehicle route optimization. - The code should include 3 algorithms for route optimization. - Successful freelancers should include past work in the application. Ideal Skills: - Proficiency in Python - Experience in developing route optimization algorithms - Strong background in data analysis, web scraping, and machine learning, as these functionalities will be required in the project.

I'm seeking a professional with ample experience in smart contract development. We're not just looking for a freelancer, but a pro who can showcase past accomplishments in this domain. Key responsibilities will include: - Creating and implementing smart contracts - Validating and updating existing contracts Preferred Attributes: - Proficiency in Solidity, JavaScript, Python - Demonstrable expertise in smart contract development - A history of successful projects To be considered for this project, you should detail your experience in smart contract development. Include tangible examples and discuss how your expertise can benefit this project. Please note that applications without this information won't be considered.

...is a Python-based project involving LinkedIn connections parsing using a cookie file. The target is to uncover and analyze mutual connections between my personal friend's list and a CRM file. Important Aspects: - The script needs to efficiently extract the full profile details of LinkedIn connections, including their names, job titles, locations, and industries. The data about any mutual connections between my friends and my existing client database is distinctly relevant. - I also need the parser to generate records of connections between my LinkedIn friends and contacts in my CRM. - I would require the output to be well-organized and easy to navigate. It should be exportable and storable both as a CSV file and an Excel spreadsheet. Ideal Skills and Experience: - Profici...

I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied to image generation.