Difference between r and python in data science jobs

...working on a DEX vending machine and need an iOS app to handle machine errors. This app should be able to send and receive data from the vending machine. Key Responsibilities: - Develop an iOS app from scratch to interact with the DEX vending machine - Implement a seamless data exchange system between the app and the vending machine - Ensure the app can effectively handle machine errors and report them to users in a timely manner Ideal Skills and Experience: - Proficiency in iOS app development - Experience with IoT connected systems, particularly vending machines - Knowledge of DEX protocols and vending machine operations - Strong problem-solving skills to handle machine errors effectively - Understanding o...

I'm in need of a skilled web developer to assist me with finalizing and optimizing my website. It's built on Wordpress with Elementor, but is currently running too slow and seems a bit clunky. Navigation between pages is often broken. The shop needs refining as it is offering too many payment methods. Etc. I basically need the website finalised and ready to launch. Key Tasks: - **Improved Loading Speed:** The site needs to be significantly faster. You will need to analyze different aspects that could be causing the slowness, like high-resolution images, the number of plugins, and complex themes. I believe it could be something to do with Elementor and how it is impacting on the website. - **Responsive Design:** Ensure the websit...

...focus is on t-shirts, hoodies, and swimwear. - Target Audience: The clothing should be designed for both genders, so a sense of balance between masculine and feminine elements is crucial. - Design Style: I'm looking for designs that are bold and colorful. This means you should have a good eye for color composition and a knack for creating eye-catching patterns and graphics. - Communication: I prefer to communicate and provide feedback via video calls. This will help with conveying my vision and making sure we're on the same page. Ideal Skills: - Strong portfolio of apparel designs, especially in t-shirts, hoodies, and swimwear. - Proficiency in bold and colorful design styles. - Experienc...

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I'm looking for a skilled programmer with robust knowledge of Scala, Hive and Spark to work on a data-related project. Key Points: - The project focuses on coding - The primary tools involved are Scala, Spark, Hive - No specific area of computer science is listed, just the programming languages Ideal candidate should be proficient in: - Scala, Spark, Hive - Data analysis and processing - Building scalable applications Previous experience in these areas would be a big plus.

In the digital realm, UI/UX design serves as the silent storyteller that transforms mere functionality into an immersive and delightful user experience. Imagine navigating a seamlessly designed website or app—intuitive interfaces guide your every click, captivating visuals engage your senses, and the overall journey feels like a well-choreographed dance between user and technology. Are you ready to elevate your digital presence? Look no further! Services I provide: Mobile app UI/UX Website UI/UX Dashboard UI/UX Clickable Prototypes Mockups ?️ Tools: Figma Adobe XD ? Why Choose Me? ✅ Passion for Perfection: I'm dedicated to delivering designs that not only meet but exceed your expectations. ✅ Collaborative Approach: Your input is invalu...

...Behavior (IWB), and Financial Performance. The review should critically analyze current research and theories, drawing a relationship between these elements and their impact on company success. Key requirements: - A deep understanding of HR management and its ethical aspects - Familiarity with IWB and its role in financial performance - Proven experience in literature reviews and research work - Ability to critically analyze and synthesize relevant literature. This task requires an individual skilled in academic writing, with knowledge and experience in management, particularly human resources. Your bid should demonstrate your understanding and interest in the subject. You shoul...

...range. It must be software defined and provide active digital support for it and peripherals. The output power, frequency & all other parameters should be software adjustable & saving of last data. Default factory settings set option. Applicable ISO standards like EPC global UHF RFID Class 1 Gen2/ISO 18000-63/6C. Full LLRP support. USA FCC Part 15 compliance is needed. ERP, EIRP power output compliance to international standards is needed. This may be always-on at times for wide area monitoring of RFID tags precise locations, per requirements given here. Should support OTA updates, embedded web server(testing, configuring & diagnostics). Remote diagnostics & config loads/uploads. If some 3rd party tools are used at runtime, our pre-approval, source ...

...focus on a cafe in Kuwait, while the other will be for a preschool in Egypt. For the cafe in Kuwait, the target market is diverse, including locals, tourists, and expatriates. I need the business plan to accurately reflect this wide range of potential customers. For the preschool in Egypt, I am looking for a comprehensive business plan that covers the following elements: - Market Analysis: A detailed overview of the market in Egypt, focusing on the preschool industry. - Financial Projections: Accurate and well-researched financial projections for the preschool, highlighting potential costs, revenue streams, and profit margins. - Curriculum Overview: A detailed description of the curriculum that will be offered at the preschool. ...

I'm looking for a skilled developer who can create a program that will facilitate the sending of multiple emails from an excel spreads...emails will be sent to multiple recipients with the same content. - The frequency of sending emails is irregular. The main responsibilities of the program are: - Extracting email addresses and any other necessary information from the spreadsheet. - Attaching a PDF to each email. - Sending out the emails. Ideal skills: - Proficiency in Python or similar programming language. - Experience in working with Gmail API. - Proven track record in developing email automation tools. Please note that while personalization is not currently required, the program should be built in a way that adding personalization featu...

I need a python programme to download historical prices on daily basis of a list of stocks from the BSE India (Bombay Stock Exchange) website. Data should be stored in csv or excel file. Retrieve data accurately and efficiently.

I'm looking for a skilled software developer with proficiency in Java, Python, and C# to create a mobile application. The main goal of this project is to design and develop a mobile application with a seamless user interface and user-friendly experience. Key functionalities that the application should have include: - Efficient product catalog and search system to allow users to easily find and browse through available products - Intuitive user registration and login features to ensure a personalized experience for users The ideal candidate for this project should have a proven track record of developing mobile applications, with a strong understanding of Java, Python, and C#. Experience in e-commerce devel...

Project Title: Content Writing and Video Editing Description: I am looking for a freelancer who can help me with content writing and video editing for my project. I need both written and video content to entertain my audience. Skills and Experience: - Proficient in content writing and video editing - Creativity in developing engaging and entertaining content - Strong storytelling skills - Ability to work within the given time frame - Proficiency in video editing software - Attention to detail and ability to meet client requirements Content Requirements: - Both written and video content - Content should be entertaining and engaging - Video content should be between 1-3 minutes in duration ...

MUST BE ABLE TO START RIGHT AWAY AND DO NOW. - Header Layout: The header menu is currently bunched up between the logo and the magnifying glass. I'd like it to be repositioned under the logo and stretch across the screen. The ideal candidate will have a strong understanding of Shopify design capabilities and be able to make this adjustment seamlessly. - New Products Tagging: I'm looking to have a "NEW" icon displayed next to the product title for new items. I would like this icon to be small and subtle. The candidate should have experience with product tagging and editing in Shopify. - Rewards System Popup: I would like to implement a popup for my rewards system. The popup should trigger as soon as a customer ...

...two unique serif fonts for both print and digital media. The fonts should be characterized by a custom personality, not restricted to pre-existing categories like 'elegant,' 'playful,' or 'minimalistic.' Ideal candidates for this project should have: - An exceptional understanding of font creation and design, particularly with serif fonts - A portfolio that showcases custom and original font work - Experience with fonts for both print and digital use - A creative flair and ability to translate abstract ideas into tangible font designs What is required is:. • Identify / source / create matching font to logo supplied (excluding the design ‘quirk’ of the letter R within the logo) – include...

In the digital realm, UI/UX design serves as the silent storyteller that transforms mere functionality into an immersive and delightful user experience. Imagine navigating a seamlessly designed website or app—intuitive interfaces guide your every click, captivating visuals engage your senses, and the overall journey feels like a well-choreographed dance between user and technology. Are you ready to elevate your digital presence? Look no further! Services I provide: Mobile app UI/UX Website UI/UX Dashboard UI/UX Clickable Prototypes Mockups ?️ Tools: Figma Adobe XD ? Why Choose Me? ✅ Passion for Perfection: I'm dedicated to delivering designs that not only meet but exceed your expectations. ✅ Collaborative Approach: Your input is invalu...

I am in need of an engaging 2D animation video, lasting between 1-2 minutes. The purpose of this animation is to clearly and concisely explain a product or service on our website. Key Requirements: - The animation style we're looking for is scenario animation. This means we would like a progression of scenarios that will be easy to follow and hold the viewer's attention. - The length of the animation should not exceed 2 minutes, and it should be captivating and informative. - The primary goal is to help our website visitors understand our product or service better. Ideal Skills and Experience: - A strong portfolio of previous 2D animation work, ideally with a focus on scenario animation. - Experience in creating marketing ...

...simplicity and security. It should include email and password registration, social media login integration, and phone number verification. The platform should also have the capability to manage user profiles, reviews, and ratings. - Search Functionality: The platform should have a robust search functionality with filters. This feature will enable users to easily find relevant professionals based on their needs. - Messaging and Communication Tools: The platform should also have a messaging system that allows for seamless communication between users and professionals. Feel free to suggest additional features that would enhance the user experience. The ideal candidate for this project should have experience in building marketplace ...

...a strong background in sales to conduct a virtual webinar session. The primary goal of the session is to stimulate and invigorate my sales team, thereby enhancing their sales performance. The ideal candidate for this project should be proficient in the following areas: - Sales: A deep understanding of sales techniques and strategies is essential to deliver effective motivation for the team. - Public Speaking: Proven experience in engaging and inspiring audience through virtual platforms. - Motivational Speaking: A history of motivating individuals and teams to reach new levels of performance. - Virtual Presentation: Proficient in conducting engaging virtual webinars with the ability to maintain audience interest and interac...

I'm in need of a competent customer service team that can handle a moderate volume of customer inquiries and complaints on a daily basis. - The primary tasks include responding to customer inquiries and resolving complaints. - You'll need to be comfortable utilizing email communication and providing phone support. The ideal candidate would not only have exceptional communication skills, but also a strong focus on problem-solving and a genuine passion for customer service. Experience in a similar role will be a big plus. The volume of work is estimated to be between 50-100 inquiries and complaints per day.

...an experienced Data Analyst to assist in a comprehensive market analysis project. The objective is to gather and analyze housing data to compare rental market trends in specific regions. This will help inform business decisions and strategies. Responsibilities: Collect housing data from multiple sources, ensuring all data is accurately gathered in compliance with all applicable laws and website terms of service. Analyze data related to rental amounts, property types, locations, and amenities. Provide detailed reports comparing market trends, prices, and available amenities. Create visualizations that clearly illustrate market dynamics. Requirements: Proven experience in data colle...

DATA SCRAPPING DATABASE This is an interesting overview of the steps that might be involved in completing this project: 1. Develop a web scraping script using Python (e.g., BeautifulSoup, Scrapy) to extract data from relevant grant databases and websites (if possible, considering anti-scraping measures). Sites to be scraped: 2. Design a database schema to store the extracted data. 3. Write scripts to clean, transform, and load the data into the database. 4. Design a WordPress directory listing interface with search filters to display the grant information. 5. Develop a user interface to query and display the grant information based on customer criteria 6. Create a Python plugin for WordPress to auto...

ClickUp Automation and Email Integration Specialist Job Description We are seeking a skilled freelancer to help enhance our ClickUp setup with advanced automation, email integration, and invoicing automation through Xero. The project involves creating seamless workflows, automating repetitive tasks, ensuring efficient email communication directly from ClickUp, and setting up an automated invoicing system with Xero. Additionally, we require training and instructional materials to ensure our staff can effectively use and benefit from these new systems. Responsibilities ClickUp Automation: Design and implement automations for task assignments, due date adjustments, status changes, and more. Ensure the system is flexible so that if a due date i...

I am looking for someone who can develop a mobile application for betting between players, where we can add games to the app such as 8 Ball Pool, poker games, and other games so that a player can play for money against another person with the same goal. The requirements are: 1. Developing the application 2. Finding a way to connect players so that if they play a game like 8 Ball Pool, the player can find someone in the same game who also wants to play for money through this new application 3. A secure payment method that is guaranteed for me as the app owner and at the same time guaranteed for the participating player 4. Other ideas for the app which we can discuss together

As the owner of an advanced security level website, I am seeking professional ha...professional hacking services to conduct thorough penetration testing. The key focus areas would be: - User Authentication Process: Probe for any weak links in our login and authentication systems. - Data Encryption: Assess the robustness of our data encryption protocols. - Server Security: Evaluate potential weaknesses in our server security. Ideal applicants would have significant experience with Python-based hacking tools and a proven track record in cybersecurity. Knowledge of advanced security measures and the ability to recommend improvements after testing is highly desirable. Please provide evidence of your skills and previous wor...

...meeting point for recruiters and candidates, allowing them to interact through a variety of features. The site will primarily be focused on facilitating communication between users, with an additional search functionality to help users find suitable matches. Key Features: - Search functionality: The website should have a robust search feature that allows users to look for specific job roles, skills, qualifications or any other relevant criteria. This search should be based on keywords, facilitating a quick and efficient matching process. - Messaging: The platform should have a text-based messaging system enabling recruiters and candidates to converse, share more about themselves and discuss potential opportunities. - Voice and Video Calling: To...

I need trustworthy and diligent assistance with a data entry project. This involves managing text-based data from spreadsheets and documents. - Responsibilities: The primary responsibility will be organizing the provided materials and grouping them by type. - Ideal Skills and Experience: The ideal candidate will have exceptional attention to detail, efficient typing skills, proficiency in Excel or other spreadsheet software, and an ability to distinguish between various types of documents. Experience in data entry would be a plus. Your hard work and organization skills will be vital in successfully completing this project. I look forward to collaborating with a professional who will uphold the st...

I'm in need of a video editor who can help with my vlogs and educational/training videos. Key Points: - Video Types: The project involves editing casual and conversational vlogs, as well as educational/training videos. - Video Length: The average duration of the educational/training videos is between 15-45 minutes, while the vlogs last between 30-45 minutes. - Editing Style: I'm looking for an editor who can maintain a casual and conversational style throughout all the videos. Adding texts and transitions when necessary The ideal candidate should: - Have experience in editing vlogs and educational/training videos. - Be able to maintain a casual and conversational style throughout the editing process. - Be co...

I'm looking for someone who can help me with basic video editing for a piece of footage that's less than 10 minutes long. This video is intended for social media, so it needs to be engaging and attention-grabbing. Key Requirements: - Basic edits: Trimming, cutting, and potentially transitions between different segments of the video. - Understanding of social media video trends and best practices. - Ability to make the video visually appealing and attention-grabbing. Experience in video editing and a strong portfolio of previous work is essential. Familiarity with basic video editing tools is required.

I'm a beginner looking for a tutor to help me learn and understand Git and Python, with a focus on branching, version control, Python syntax and functions, as well as building Machine Learning (ML) and Artificial Intelligence (AI) models. My preferred learning style is through hands-on projects. The ideal candidate should have the following skills and experience: - Proficiency in Git and Python - Experience with version control, branching and merging - Strong understanding of Python syntax and functions - Background in building ML and AI models - Ability to teach through hands-on projects.

I'm in need of a freelancer who can help me parse my VCF file and convert it to a different format. The main goal of this task is to extract the genotype information from the file. input will be VCF file (from ONT whole genome run) and csv file with columns containing rsID, chromosome number, position. output will be same as input csv file, with extra column showing genotype from VCF at the given position can run on Mac shell so either perl or python would be fine. Ideal Skills & Experience: - Proficient in parsing VCF files and understanding genotype data - Experience in converting files to various formats like CSV, TXT, and XLS - Attention to detail to ensure accurate extraction of the data - Knowledge of any...

...a freelancer with an advanced research level of mathematics to assist in my project. The task involves understanding the relationship between Liouville theorems and universal estimates, and then applying scaling methods and Liouville results to identify blow-up rates in model parabolic problems. Key requirements and details include: - A deep understanding of advanced mathematical concepts, particularly in Liouville theorems and universal estimates - Proficiency in applying scaling methods and Liouville results for identifying blow-up rates in parabolic problems - Ability to work independently and efficiently on this task - Excellent communication skills to discuss and explain complex mathe...

I'm in need of a Python GUI software to automate sending messages through Google Voice. The software should be able to perform the following functions: - Send messages to individual contacts on Google Voice - Support precise date and time scheduling for these messages -Automated Sending with customized message example: message example {name} and {adsress} -Custom delay settings for each message -Multiple Profile Sender (custom threads) with multiple Proxy support (enable/disable proxy) -Auto login accounts - Auto Skip Terminated Accounts -License system for users -Sending reports Ideal Skills and Experience: - Proficient in Python programming - Experience in developing GUI applications - Familiarity with Google Voice API is a ...

...Description Authentication and User Management User Authentication with NextAuth and Google: Integration with NextAuth to enable user login via Google. Secure OAuth2 authentication flow to ensure user data protection. User registration through Google account, streamlining the sign-up process. Account and Subscription Management: Each account can manage one school, which can have multiple locations (campuses). Admin dashboard to manage subscriptions and assign school management capabilities to each account. Ability to sell subscriptions, where each subscription corresponds to a single school with its own set of locations, teachers, and resources. Role-based access control: Admin Role: Full access to manage the school, including locations, teach...

I'm in need of an experienced mechanical engineer with expertise in Finite Element Analysis (FEA) to perform structural analysis on frames and plates made of metals. This is specifically on 3D Models of Material Handling Attachments such as pallet forks and lifting jibs etc. Lifting Attachments must be engineered and approved before proceeding into manufacturing. Key requirements and tasks: - Conducting in-depth structural analysis on metal frames and plates to ensure durability and safety in my design. - Using FEA software to simulate stress distribution, deformation, and other relevant factors. - Providing detailed reports on the analysis results, including insights and recommendations for potentia...

I'm seeking an experienced professional in the field of Electrode Impedance Tomography to work on a project with a focus on analyzing tissue conductivity. Key Requirements: - Ability to conduct Electrode Impedance Tomography with a focus on tissue conductivity - Experience in interpreting and analyzing the collected data - Strong background in medical imaging and/or related fields Proven experience with Electrode Impedance Tomography using EIDORS (Matlab) or pyEIT (Python)

I'm in need of a skilled video editor who can help me with my social media accounts. The videos I create for my two brands usually last between 1 and 10 minutes, and they are posted on a weekly basis. Occasionally I will need a longer video to be cut down into several shorter videos. Key Responsibilities: - Editing of social media videos: The editor will be responsible for cutting, adding transitions, audio, and other necessary elements to produce engaging and high-quality content. - Understanding the brand: As I make videos for two different brands, it is crucial that the editor is able to grasp the unique style and tone of each brand, and tailor the videos accordingly. Ideal candidates will have: - Proficiency with Capcut ...

...comprehensive and detailed Causal Loop Diagram (CLD) for a rural microgrid system. This diagram should illustrate the relationships between various components and influences, highlighting the positive (reinforcing) and negative (balancing) feedback loops. Key Requirements: - The CLD should include essential components such as power source, battery storage, and load demand. - Illustrate key influences or factors that are critical to the rural microgrid system, such as renewable energy availability, weather conditions, and energy consumption patterns. Ideal Skills and Experience: - Expertise in creating Causal Loop Diagrams, particularly in the context of energy systems. - Understanding of rural microgrid systems and ...

...to be more modern and user-friendly. -Ensure the redesigned site is responsive and optimized for all devices. ** Form and Functionality Fixes: - Fix the current issues with the instant quote form to ensure accurate rate calculation and smooth functionality. - Incorporate Google Maps powered dropdown suggestions for city and state inputs to enhance user experience. ** SEO and Security Setup: - Implement comprehensive SEO strategies to improve organic search visibility and ranking. - Set up SSL through GoDaddy to ensure the website is secure and trusted by visitors. ** Database Management: - Integrate Google Sheets with the MySQL database so that the rates can be updated weekly via Google Sheets instead of directly th...

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

I need a skilled developer for API integration between Postman and a handbag wholesaler. The assignment will include: - Configuring API integration and data syncing. - Automated testing, with emphasis on endpoint validation, authentication testing, and load testing. Skills and Experience: - Knowledgeable in Postman and API integration. - Previous experience validating and testing APIs. - Will be provided with specific API endpoints for validation during testing. I value clear communication and expect timely results.

...experience in e-mail marketing and Facebook ads to push the growth of our health and wellness company. Key Deliverables: - Increase in Sales: A prime goal is to boost our sales through the email marketing and Facebook ads campaign. - Brand Awareness Growth: We are looking to establish and grow our brand awareness in the market. - Increased Website Traffic: More traffic to our website is also a key objective. Target Audience: - Parents: This campaign is primarily aimed at parents. - Individuals in need of health and wellness services: We are especially keen on reaching those aged between 16-28 years. Timeframe: - The ideal candidate will be able to work with us for 3 months. Ideal Skills and Experience: - Pr...

...professionals to build a car classified website designed for individual sellers, dealerships, and everything in between. It should incorporate the following: - User Profiles: Facilitate different user types, from individual sellers to large scale dealerships. - Comprehensive Listings: Users need to be able to populate listings with a wide range of information including: car make and model, the car’s production year, mileage, condition, price, and geographical location. - Paid listings , Banner ads - Organized Interface: The listed cars should be easily sortable by make and model, as well as by price, facilitating user-friendly navigation. Ideal candidates for this project will have experience in web design and develop...

I'm in need of a Python Jupyter expert who can support me in the development of a machine learning model. Here are the specifics: - **Task**: The primary task revolves around machine learning, specifically model development. - **Current Project Stage**: The project is currently focused on model development, so we've already completed the data collection phase. - **Model Type**: The model type we're focusing on is classification. Ideal candidates should have solid experience in machine learning, particularly in classification models. Expertise with Python and Jupyter is also a must. If you have a good handle on data analysis and statistics, that would be a huge plus.

I am in need of a web application developer with a proven track record in UI/UX design. The ultimate goal of this project is to design a user-friendly interface for an emotional chatbot web app. The chatbot acts as a source of comfort and information, offering responses to users' questions based on their emotional state. Design: - Designing the user interface for the chatbot web application. - Implementing UI component libraries to enhance user experience Functionalities: - Add a blue rectangle around my face which continous moves along with my face and above that there will be text showing my emotion. - Add AI voice (right now im using google voice which is robotic) - Use chatgpt api for conversation with the chatbot (leave blank for api keys, i will ...

I'm seeking a seasoned video editor to craft a cinematic video aimed at p...craft a cinematic video aimed at promoting a certain product. The target audience for this offering is young adults between the ages of 18 and 30. Key duties will include: - Storyboarding and executing a cinematic style video production - Aligning the video style to appeal to young adults - Incorporating product promotion aspects The ideal freelancer should possess: - Extensive experience in video editing and production - Proven track record in creating cinematic-style videos - Understanding of how to tailor content to engage a young adult demographic. The goal of this project is to create an engaging promotional video that will captivate our target audience. Your...

I'm looking for an AWS expert to design and implement an online platform for my non-profit organization Community Connect. The primary feature of this platform should be project listings. Expectations: * Develop a categorization system specifically for educational projects. Ideal Skills: * AWS Experience * Proficient in Backend Development * Web Design * UI/UX Design Your understanding of categorizing and structuring information for user-friendly navigation will be key. Experience in developing platforms for nonprofit organizations or similar work is considered a plus. Your contributions will help connect volunteers with educational community projects, making a difference in our society.

I am seeking a data-savvy professional adept in R Programming and equipped with expertise in econometrics. The goal of the project is to prepare an in-depth mini-paper analysing the effect of Italy's government expenditure on its economic growth from 2002 to 2022. I'm attaching an example for clear understanding. The job will entail: - Data Preparation: Use R Programming to prepare tables and plots utilizing sales, customer, and inventory datasets. - Econometric Analysis: Focusing on the impact of government spending on Italy's economic progress within the stipulated time frame. - Insightful Report: Conclude with a comprehensive report discussing findings and implications within the economic outl...

...talented Excel expert who can create a highly interactive and visually appealing budget analysis dynamic dashboard. - Highly Interactive Dashboard: Develop a dashboard that allows users to interact seamlessly with the data. This includes the ability to navigate between different views, select specific time periods, and drill down into detailed information. - Visual Appeal: Design visually appealing charts, graphs, and tables that effectively communicate key financial metrics. Utilize color schemes, fonts, and layout techniques to enhance readability and engagement. - Monthly and YTD Sheets: Incorporate tables of accounts for 12 months and year-to-date (YTD) sheets into the dashboard. Ensure that data from these she...

I'm in need of a skilled professional to draft a comprehensive business agreement for a long-term commitment between me and my business partner. Key Responsibilities: - Establishing terms and conditions: I need the agreement to clearly outline all the terms and conditions that will govern our business collaboration. This includes the financial aspects, responsibilities, commitments, and more. - Outlining responsibilities and obligations: Both of us need to clearly understand what we are responsible for and what obligations we need to meet. The agreement should cover all the aspects to avoid any misunderstandings later. - Resolving potential disputes: While we aim for a successful partnership, it's always wise to have a pla...