Is computer programming hard to learn jobs

I need a Python project completed and a detailed project report made on business analytics. - Main Objective: The main objective of the project is business analytics. - Data Type: The data to be analyzed is stock data. - Expected Output: The report should be based on the data analysis and should be according to the questions given. Ideal skills and experience: - Strong Python programming skills - Experience in business analytics - Proficiency in writing detailed project reports - Understanding of stock data and its analysis -The write ups in report can not be AI generated or plagiarized. -I will provide the datasets. Please bid if you're confident in completing the project and writing a comprehensive report based on the analysis.

I need a proficient data entry operator to manage online form filling tasks. The job involves entering survey responses with high accuracy. Key Responsibilities: - Handle form filling tasks. - Update and verify data as necessary. Ideal Skills: - Detail-oriented. - Computer literate. - Comfortable dealing with high volumes of data. Experience in survey responses data entry is beneficial. Reach out if you meet the criteria, and let's get started.

I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months t...

...will be the key storefront for my business. The site should be visually appealing, easy to navigate, and mobile-responsive. - Social Media Marketing: Your primary focus in the marketing side will be on Facebook. You should be able to create compelling social media content and implement strategies that drive traffic and sales to the website. Necessary Skills and Experience: - Proficiency in website design, particularly e-commerce sites - Experience in social media marketing, with a strong focus on Facebook - Strong understanding of branding and design aesthetics - Excellent written and verbal communication skills - Ability to work independently and meet deadlines The website is almost finished but bI want to go another direction . I am not seek...

I'm in need of a skilled AI programmer to help me with the application of midjourney or another AI service, to intelligently overlay clothing on a mannequin or model. The idea is to feed the program with an image of the model and an image of a piece of clothing, and have it merge the two seamlessly. Key requirements: - Proficiency in AI programming particularly in the area of image recognition and processing - Experience with midjourney or a similar service/program - Ability to develop or integrate an API for this purpose I need help, tips, working examples and so on. The project is time-sensitive, with a completion deadline set within a month. Experience with fashion or garment overlay technology would be a significant advantage.

...Advanced 2023 : Among top 11k students out of 1.9 lac test takers NAEST 2022 : Among only 1000 students selected out of 1.15 lakh from 8th to M.Sc. IOQM 2022 : Qualified Part A of toughest Math exam for students & wrote INMO . Harvard Ready Player 50 : Among only 3700 across the world to solve all 7 levels . CERTIFICATIONS: Google Advanced Data Analytics Professional Certificate | Google - View Credential Google Cybersecurity Professional Certificate | Google - View Credential Machine Learning Engineering for Production (MLOps) Specialization | - View Credential Deep Learning Specialization | - View Credential SKILLS Programming: Python, JavaScript, RUST, Golang, C, C++ Frontend Development: HTML, CSS, JavaScript, ReactJs Responsive design, Cross-browser c...

...editing is a prison where the bars are my former intentions Editing Requirements: - Copyediting, proofreading, and substantive editing are not needed for this project. The client specifically requires photo editing. Ideal Skills and Experience: - I am looking for a freelancer who has extensive experience in photo editing. - The freelancer should have a portfolio showcasing their past work in photo editing. - Experience in editing and enhancing photos to meet the client's requirements is essential. - Attention to detail and the ability to bring out the best in the photos through editing is crucial. - The freelancer should be able to work efficiently and deliver high-quality edited photos within a tight turnaround time. Turnaround T...

...Responsibilities: - Develop an e-commerce website that is user-friendly, visually appealing, and optimized for sales conversion. - Implement SEO strategies to drive traffic and improve search engine rankings. - Manage and create engaging content for Facebook, Instagram, and Twitter. - Run marketing and advertising campaigns to attract potential customers and increase sales. Key Requirements: - Proven experience in developing successful e-commerce websites. - Strong understanding of e-commerce marketing, including SEO and social media platforms. - Proficiency in managing and creating content for Facebook, Instagram, and Twitter. - Prior experience in running marketing and advertising campaigns, with a focus on driving sales. The project's completion is ...

**Project Description:** We are seeking an experienced Laravel developer to build a complete single e-commerce website from scratch or integrate into an existing professional frontend. The website will serve as a platform for selling products online, with a custom frontend design provided by us. The successful candidate will be responsible for building the entire website, including frontend and backend development, and integrating Razorpay as the payment gateway and Shiprocket as the delivery partner. **Key Responsibilities:** 1. **Complete Website Development:** Building the entire e-commerce website from frontend to backend, ensuring seamless integration and functionality across all components. 2. **Frontend Development:** Implementing a custom frontend design provided ...

I'm in search of a seasoned DevOps consultant with strong expertise in Kafka and Akka. The role centers around the design, implementation, and monitoring of our cloud-based infrastructure on AWS. Strong scala programming skills and experience with Scala frameworks such as Akka. Efficient in designing and developing REST API’s. Experience with SQL and NoSQL databases. Proficiency in software design patterns and principles. Experience with version control tools such as Git. Good understanding of Agile methodologies and a collaborative mindset. Excellent problem- solving and analytical skills. Experience in unit testing (eg. JUnit/ Mockito). Experience in cloud- based environments such as AWS or Azure. Experience with Kafka and Elasticsearch. Experience : 5+ years only

We need an expert who can handle the issue OCI Remote peering connection after setup and it is not peered it goes to Invalid We need a series and hardworking networking expertise. Skills 1- Networking Expertise 2- Remote Peering Connections 3- Troubleshooting Networking 4- Two OCI with different tenant and different regions *** We will be using two testing OCI for this demonstration***

...provide access to a basket of assets without having to buy all the components individually. The fund provider, who owns the underlying assets, designs a fund to track their performance and then sells shares in that fund to investors. Some advantages of ETFs are lower transactions costs, instant diversification, liquidity, tax efficiency, sectoral investing, the ability to purchase small amounts, and the availability of a wide variety of alternative, and even exotic, investments. This assignment requires you to construct a signal-based trading strategy for one particular exchangetraded fund, SPY; an ETF which tracks the S&P500 Index. To undertake this analysis, you will be required to build a multiple linear regression model, us...

I am looking for an adept individual highly skilled in Yolo v9, capable of combining a face detection, a vehicle detection and a people de...skilled in Yolo v9, capable of combining a face detection, a vehicle detection and a people detection model. While the specifics are not outlined, the freelancer is expected to have previous experience in handling similar projects and capable of innovative thinking to incorporate the required features. Key Skills/Experience Needed: - Familiarity with YOLO v9 - Proficiency in integrating different models - Prior experience of projects with facial, vehicle, and people detection. Note: The purpose of the model integration and preferred programming language for implementation wasn't specified, so experience with diverse...

We are seeking a skilled software developer to create a custom invoice generating application tailored to our specific needs. The application will interface with a digital weighing scale to capture weight inputs, which will be used in conjunction with manually entered product prices to generate invoices for our clients. Our goal is to develop a user-friendly solution that streamlines the invoicing process and enhances efficiency. **Responsibilities:** - Design and develop an intuitive user interface for the invoice generating application. - Integrate functionality to capture weight inputs from a digital weighing scale. - Implement features for manual entry of product prices and quantities. - Develop logic to calculate invoice totals...

I'm seeking an expert in Python programming, specifically proficient in Jupyter notebook, with a solid understanding and experience in credit card fraud and Reducing credit card, both from a theoretical and practical perspective. Your role involves: - Developing Python codes in Jupyter notebook for credit card fraud detection, reduction and Reducing credit card. Demonstrate excellent coding skills, with a focus on creating efficient, scalable and maintainable codes. - Writing academic level, research-intensive articles on credit card fraud prevention and Reducing credit card. These articles should delve into different types of credit card fraud and Reducing credit card, elaborate on various methods and techniques to prevent these frauds, and provide case studies an...

I require a skilled web developer to build an affiliate marketing site. Key aspects include: - User registration and login: Registration should be intermediate-level, capturing not only email and password, but additional profile details. Ideal skills: - Experience in building affiliate marketing sites - Knowledge in user registration programming With these skills and experiences, you'll successfully meet the project requirements. I look forward to reviewing your proposed approach.

Hi Can you please design a logo of a welder pouring a hard solo into a HARD SOLO glass out of his welding gun with a VB can in a trash can. i would also like the caption "THE HOUSE POUR" in there too

...currently in need of a skilled frontend developer to join us in this exciting project. Key Requirements: - Proficiency in programming languages for frontend development. Ideally, you should be familiar and comfortable with HTML/CSS, JavaScript. Although we skipped this question earlier, we believe familiarity with these technologies will aid in smoother project flow. - Design and implement the size and style of the video in the bot widget. The specifics in terms of the style are open for now and would be decided as we progress further. - Development of key functionalities for the videobot widget. Specifically, the widget should have play/pause buttons and volume control. Your collaboration will be instrumental in bringing our innovative videobot to life. The idea...

...'moving averages' and the 'relative strength index (RSI)' into its algorithm to generate trading signals. • Data Sources: The software should leverage both real-time data feeds and historical data obtained from APIs to inform its trades. Programming in Python for algorithmic trading and understanding financial markets, especially the NSE, are essential qualifications. Familiarity with trading algorithms such as moving averages and RSI is also necessary. Knowledge of real-time data feed integration and API manipulation for historical data will be highly appreciated. This is a detailed project, and I'm looking for a freelancer who can implement these specifications accurately and efficiently. Looking forward to y...

I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months t...

...beginner-level content writer who is excited to delve into the topics of Data Engineering, AI Algorithm Development, Data Analysis Methods, Data Engineering tools, Machine Learning, LLM (Languages and Learning Machines), and Modern Data architecture including Tools and Libraries. Though you'd be starting at a beginner's level, a flair for tech-related topics and a will to learn can more than compensate for any lack of depth in these specific areas. Ideal Skills: - Basic SEO content writing - Basic understanding and interest in AI & Data Engineering topics - Strong researching skills - Ability to translate complex topics into engaging content Your articles will resonate with Data Engineers, Data Analysts, and AI Professionals, assisting ...

I am in need of an expert to connect a Raspberry Pi Zero W with a 2.4 inch RPi display made by SHCHV Company. Your primary task will be to: - Ensure that the Raspberry Pi Zero W is correctly interfacing with the 2.4 inch RPi display - Set it up to display I have tried but the screen is always white- images attached. Ideal Skills: - Extensive experience with Raspberry Pi (especially Zero W model) - Proficiency in programming languages used with Raspberry Pi - Knowledge of real-time data display methods - Familiarity with SHCHV Company's 2.4 inch RPi display

I'm looking to hire skilled professionals for the development of an automated Telegram bot. The bot should be proficient in Chinese, as I am unable to communicate in English. Here are our basic requirements: - Sending Automated Messages: The bot should be capable of sending automated messages to users. - Replying to User Queries: It should be able to respond to user inquiries accurately and efficiently. - Collecting User Data: The bot should systematically gather and handle user data. - Card Dispensing: The bot needs to issue electronic cards, with an emphasis on checking card balance. The specifics will be discussed in greater detail during the project. - Unique Redeem Code Generation: The bot needs to generate ...

I need a skilled data scraper to help me collect seller information from e-commerce websites. Here's what I'm looking for: - Expertise: You should have previous experience in data scraping, particularly with e-commerce websites. - Attention to detail: It's crucial that the information collected is accurate and complete. - Communication: You should be able to provide regular updates on the progress of the project. I'm looking to automate this process, so any prior experience with web scraping tools or programming languages will be a big plus.

I am in need of a savvy developer to code an easy three-condition strategy in Pine Script v5 syntax. The purpose of this strategy is for back testing and bot automation and is to be used for trading, specifically with stocks and cryptocurrencies, on the TradingView platform. It’s quite simple - 3 conditions to be met for long entry and e conditions to close long and reverse 3 conditions to enter short etc. Key requirements for the job include: - Profound understanding of Pine Script v5 syntax - Previous experience in trading bot development - Knowledge in different trading strategies - Ability to test bot under various stock and crypto conditions - Familiarity with TradingView platform Ideal freelancers should have experien...

I'm looking for someone to develop a stock prediction program specifically targeted at the Saudi market. Key Requirements: - Programming Language: You can use any language you're comfortable with, whether it's Python, Java, C++, or another language or excel sheet. - Technical Requirements: The program should be highly accurate, providing predictions with an accuracy rate of over 90%. - Data Sources: The program should utilize a range of data sources to inform its predictions. These should include historical stock data for the Saudi market and any other relevant information that you can source. Be creative with your data sources and demonstrate a strong understanding of the market. Ideal Skills and Experience: - Strong background in programming ...

...looking for a results-driven sales representative to actively seek out and engage existing customers via online platforms. You will provide focused account management in order to continuously drive customer acquisition levels and profitability. This position is 100% remote. Commission is also available for sales in addition to the base pay. Total end of the month pay can easily be double base salary for dedicated individuals and is not limited. Base Salary is equivalent to 1100 USD per month for a full time position. Part time positions also available at 550 USD per month. Fast internet connection is required. Excellent english writing proficiency is required. This is a fast paced sales job, you will be expecte...

I'm seeking an online tutor experienced in delivering Python programming lessons for my 9th-grade child, a beginner in Python. Key focus areas would be: - Basic syntax and setup - An introduction to data structures - Problem-solving and fundamentals of algorithms The ideal tutor should have previous experience in teaching Python to teenagers, and be skilled in making complex concepts simple and engaging. Staying patient, consistent, and adaptable to different teaching methods according to the student's progress and understanding are important attributes. Kindly mention any relevant experience you have had in Python tutoring while placing your bid.

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I am in need of an e-commerce website with a robust database. The site will primarily focus on selling digital products. I require the following: - Integration of multiple payment methods including credit card, PayPal, bank transfer, yape, and plin. - A secure and efficient database to manage product listings, user accounts, and transactions. - An easy-to-use, intuitive design that encourages sales and provides a smooth customer experience. - Incorporation of features that help to grow the customer base and encourage repeat purchases. - A professional and polished finish that reflects the quality and security of my digital products. Ideal skills and experience for this project include: - Proficiency in e-commerce website development. - Expertise in database manageme...

I have two projects that need to be connected through APIs. I have the API documentation available in Turkish. I need an experienced PHP developer who can create an Authentication API with API Key mechanism. The core requirements for this project are as follows: - Create an Authentication API: This API should generate a Bearer token for the users. - Implement CRUD operations: The API should support CRUD operations for three entities: User data, Product information, and Transaction records. The ideal candidate should have: - Proficiency in PHP: As the primary programming language for this project is PHP, deep familiarity and experience with PHP is necessary. - Experience with API development: A prior track record of developing APIs will be preferred. - Strong ...

chrome browser extension that that would combine these two pages into a single page to allow a user to easily work between the two: I would assume we could use an iframe. I tried to do this today but ran into permission issues and don't have the experience to fix it. The user should be able to see both at the same time and copy data between them easily. Can you complete this today and send it to me? Once this basic site is complete then we will add to it.

I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months t...

Wanting to upskill my current level of understanding in certain technical aspects. As someone with intermediate experience, I'm seeking the right freelancer to provide online tutorials focusing on: 1. Programming Languages: Deep dive into mainstream and niche codes. 2. Web Development: Creating and managing functional, attractive websites. 3. Data Analysis: Interpreting complex data to make business decisions. Ideal freelancers should have solid experience in tech teaching, particularly in these areas, and be able to deliver online tutorials effectively.

Dear Freelancer Community, VRAS (Virtual Reality Advanced Simulations) is an ambitious startup pioneering the future of defense training through cutting-edge VR simulations. We're currently seeking a seasoned Senior Machine Learning Engineer to join our team and lead our efforts in integrating machine learning technology into our VR simulations. This unique opportunity offers an equity-only partnership initially to facilitate the Proof of Concept (POC) phase. During this period, the partner's contribution will be instrumental in securing further funding, already committed by an investor. Upon successful completion of the POC, we'll transition to full time position at the company and a payment structure, starting at $6,000 per month for the first y...

I'm looking for an experienced Android developer to join my project. Although I haven't specified the exact type of app or its purpose yet, I can tell you it'll be important for you to be proficient in the following areas: - Java programming - Android Studio - UI/UX design Please only bid if you are comfortable with the above skills and have a vast experience in Android development. I'll provide further details about the project to the right candidate. Thank you.

I'm searching for a dedicated virtual assistant based in India, Pakistan, or Bangladesh to support me with a variety of tasks. The ideal candidate will have an entry level of experience in the field. Key Responsibilities: - Data Entry: You will be responsible for inputting, updating, and maintaining data in our systems. - Email Management: The virtual assistant will assist in managing my inbox, categorizing emails, and responding to routine inquiries. - Web Scrapping: You'll conduct research online, gather necessary data, and provide reports. - Cold Calling: I need someone who can make outbound calls to potential clients and follow up on leads. This is a long-term engagement, requiring a minimum of 20 hours per week. The tasks may evolve over time, a...

requires the development of a comprehensive tool to analyse a provided test suite for a piece of software. The analysis must cover two key white-box testing metrics: statement coverage and branch coverage. The aim is to assess the efficacy and thoroughness of the test suite in detecting faults and ensuring robustness in the software. Objectives Implement a tool that takes a series of given test inputs and runs them on a program. Report the statement and branch coverage for the program when run using the series of test inputs. Requirements 1. Statement Coverage Objective: Determine the percentage of executable statements in the software that are executed by the test cases in the test suite. 2. Branch Coverage Objective: Identify and report the number of acyclic pat...

...application. The main goal is to efficiently share data, specifically strings, between different systems. Our application primarily focuses on static data sharing, not requiring real-time updates. Skills and Experience: - Comfortable programming with both C and Python languages. - Able to develop socket programming for distributed applications. - Proven experience in handling data sharing, particularly static. - Solid understanding of distributed system concepts and data sharing techniques. Deliverables: - A robust socket implementation that facilitates efficient and static data sharing. - Comprehensive testing to ensure functionality and performance. The successful Freelancer will provide all documentation and source codes upon completio...

...Flutter Developer to assist in creating a Baby Activity Logging App. # What to do Widgets: The app will need to contain two primary widgets: - Calendar View: This page will allow parents to track various baby activities, such as sleep, feeding, bath, and others. (this view has two variation. normal view / lock screen view) - Feedback: A simple page for user comments and feedback. This app is already wired with Isar and Hive. And all activity data type and register log view is all implemented. So what you need to do is almost in the presentation layer. Also we have past version of 'Home View' where user can do - view all last activity by date - register activity - edit activity So you can consult to or copy the...

I'm programming a sensitive app where I don't want to have full control over the deployment process / cloud account. Therefore I need a reviewer / ops person to take ownership of the deployment process. I need an hour or so of your time every week to: - Review a pull request created by me - Run a deployment pipeline - Confirm project has deployed successfully - Review cloud account and indicate any issues (e.g. unpaid invoice, server downtime, etc.) Estimated effort / time required: 1-2hrs per week. Note: You don't need to be a programmer / specialist. Just technically literate.

I'm looking for a skilled designer and developer to help me create a custom online business directory with advanced search functionalities. The directory will include essential information such as business listings and contact details. Users should be able to search for businesses based on their name, location, services, and products offered. Key features of the project would be: - Comprehensive Business Listings: The directory should be able to accommodate a wide variety of businesses, so a well-structured and easily navigable layout is crucial. - Advanced Search Capabilities: Users need to be able to search for businesses based on specific criteria. This includes searching by name, location, services offered, and products available. - User...

I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months t...

I'm seeking a proficient developer with extensive experience in Solidity to create smart contracts for my cryptocurrency trading project. These smart contracts will be deployed on the Ethereum blockchain. Key Functionalities: - An Automated Trading System: The primary purpose of the smart contracts is to enable automated trading. The contracts should be designed to execute trades based on predefined conditions without needing human intervention. Ideal Skills and Experience: - Proficiency in Solidity: You should have a strong understanding and practical experience with Solidity programming language. - Prior Experience: Previous work on creating smart contracts for automated trading or similar projects will be highly beneficial. - Knowledge of Ethere...

I'm in need of expert developers who specialize in creating smart contracts on the Ethereum blockchain. Im looking for assistance in dealing with flash loans. The main function of our contract will center around the ...Decentralized Finance (DeFi). Key features the contract should include are: - Yield Farming capabilities - Lending and Borrowing functionality - Liquidity Pool integration Ideal freelance candidates should have: - Proficiency in Solidity programming - In-depth understanding of the Ethereum blockchain environment - Prior experience in designing and implementing DeFi smart contracts - Proven track record with Yield Farming, Lending/Borrowing, and Liquidity Pool systems Please, only bid if you're confident in fulfilling these requirements. Looking forward ...

I'm in need of a skilled Unity developer to help me modify the mechanics of my 3D RPG game. This project involves the removal of certain existing features in the game, including character, combat, and questing systems. Ideal Skills: - Proficiency in Unity and C# programming - Knowledge of 3D game design and game mechanics - Experience in RPG game development - Ability to modify existing codebase Please note that this project is mainly about removing functionalities rather than adding new features. Prior experience in game design, especially with RPGs, will be a huge advantage. Your understanding of game balance and user experience is crucial for the success of this project. Please find attached the guidelines for editing the game.

I'm seeking a skilled graphic artist to design a minimalistic cover and interior images for my non-fiction technology book. The design should be modern, eye-catching, and simple, focusing on a specific technology-based theme. Key tasks and requirements: - Create a compelling minimalistic cover design that communicates the book's technology theme--cryptocurrency investing for beginners-- effectively. - Develop interior images that align with the content, enhancing the reading experience while remaining in line with the minimalistic design aesthetic. These would be mostly stock charts, candlesticks, line or bar graphs with simple key - Must have a keen eye for detail, be creative, and have an understanding of non-fiction book design. Ideal Skills: - Expertise in graphi...

Looking for a highly-skilled programmer with a solid understanding of Dynamics 365 Busines...programmer with a solid understanding of Dynamics 365 Business Central for a broad scope of tasks. Here's what I need: I need to adapt dynamics 365 for a company specialized in construction and property renovations 1. Reports and Dashboards: * Develop insightful financial dashboards. * Create comprehensive inventory reports. 2. Customizations and Integrations: * Modify the user interface for a more tailored experience. The ideal candidate should have a proven track record in not just programming, but also customising, integrating, and automating workflows within Dynamics 365 Business Central. A strong understanding of financial data reporting and inventory management...

I'm seeking a programmer adept in Raspberry Pi to create a system that plays a video upon pressing a physical button. The technical specifications include: - Using a push button activating video playback - The Raspberry Pi device pulls video content from an external USB drive. Experience in handling Raspberry Pi systems and programming for hardware interaction is integral for this project. Familiarity with video playback processes would be highly advantageous.