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    2,000 business intelligence and data analytics courses jobs found, pricing in GBP

    I'm seeking a skilled web designer/developer to create a dynamic, informative and visually appealing website for my home cleaning business. This is the website I need mine to mimic: Design Style: - I'm looking for a modern and sleek design style. The website should reflect professionalism and efficiency while being aesthetically pleasing. I want the colors to be blue and green. Requirements for Freelancers: - Please include past work in your application so I can assess your ability to deliver the design and features I'm looking for. Experience in creating websites for service-based businesses would be a plus. The platform that the website created on needs to be one I can easily edit the website in the future, such as, WebFlo...

    £154 (Avg Bid)
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    ...Strategize, develop and curate engaging content for our social media platforms (Facebook, Instagram, Twitter, LinkedIn). - Implement an effective social media marketing plan that aligns with our business goals. - Engage with our audience and respond to their inquiries and comments. - Monitor and analyze social media KPIs and provide accurate reports on growth and engagement. Requirements: - Proven experience in social media management, ideally for a digital marketplace or e-commerce platform. - Proficient with social media tools and analytics. - Strong understanding of social media trends and best practices. - Excellent communication and customer service skills. - Creative and detail-oriented, able to c...

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    ...skilled and motivated Virtual Assistant to join our team at Ni Hao Babe, a rapidly growing skincare brand. The ideal candidate will be proficient in using ChatGPT, Shopify, research, copywriting, and various social media platforms to help us execute our comprehensive content and marketing plan. Responsibilities: -Content Creation and Management: -Develop and schedule daily posts for Instagram, TikTok, and Twitter. -Write weekly blog posts and newsletters. -Manage and create content for our YouTube channel, including weekly AMA (Ask Me Anything) sessions. Event Coordination: -Assist in organizing and promoting monthly influencer events -Engagement and Community Building: -Engage with followers and respond to c...

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    ...social media marketer with content creation experience on LinkedIn and Twitter. The selected professional will be tasked with managing and nurturing my accounts on LinkedIn, Twitter, and Instagram. Key Responsibilities: - Develop engaging and relevant content for LinkedIn and Twitter - Regularly update and manage my LinkedIn, Twitter, and Instagram accounts - Implement strategies to increase brand awareness and generate leads Ideal skills and experience: - Demonstrable prior experience in creating content for LinkedIn and Twitter - Proven track record of managing and growing social media accounts - Understanding of social media analytics and ability to leverage data for campaign improveme...

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    I'm in need of a generative artificial intelligence that can analyze given text inputs and provide suggestions based on the analysis. The main purpose of this AI would be for data analysis. Key Requirements: - The AI should be primarily text-based. - It should be able to process and analyze the supplied text. - The output should be suggestions derived from the analysis. Ideal Skills and Experience: - Previous experience in developing generative AI systems. - Proficiency in natural language processing and data analysis. - Strong understanding of machine learning algorithms.

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    As a contracting and maintenance company, we are looking to acquire ISO 9001 certification. Our aim is to enhance the quality of our services and boost our credibility in the industry. Key Requirements: - ISO 9001 Certification: We require a professional who can efficiently guide us through the ISO 9001 certification process.

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    I am looking for a Cantonese-Spanish translator to accompany me on a daytime business trip to Guangzhou in June (06/28, 07/1-2-3). The trip will last less than a week and involves business negotiations. Ideal candidates should be: - Speaks Cantonese and Spanish fluently. - Strong in industry-specific terminology, particularly in business. - If possible, have some experience in exports. Your main responsibility will be to help me with translations during the different business meetings that are scheduled. Their role is crucial to ensure fluid communication. Your support will be greatly appreciated.

    £26 - £214
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    £26 - £214
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    I'm in need of a minimalist style AI logo designer. I'm looking for a logo that is simplistic yet communicates the essence of artificial intelligence. Key points: - The logo is aimed at establishing brand recognition and should be designed with a professional representation in mind. - The design should be centered around the color green. - Experience in creating logos for tech or artificial intelligence companies would be a plus. Looking forward to seeing your proposals.

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    I require an adept senior-level Chartered Accountant/Chief Financial Officer (CFO). My ideal ...Financial Officer (CFO). My ideal candidate will maintain responsibility for: - Rigorous financial reporting - Diligent budgeting and forecasting - Effective cash flow management -Supervision of existing staff to facilitate GAAP processes and timely monthly close processes A deep and demonstrated understanding of auto parts industries is non-negotiable. With your experience, you will add significant value to my company's financial standing and strategic growth. Proven track record in similar roles is highly valuable. You will be working remotely, using the data we provide and other data that you gather to advise our leadership team on all ...

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    ...sacrifice for my existing business. This project requires the following: - An understanding of the implications of pension contributions under salary sacrifice. - A basic, yet informative overview of the concept. - General advice on whether this approach is worth it for my business. The ideal freelancer for this job should have: - Prior experience in pension consultancy, particularly relating to the UK. - Strong analytical skills to explain the concept in a simplified manner. - Good communication skills to provide me with general advice and recommendations. I would prefer to receive the information through a one-on-one consultation. So, I am looking for a freelancer who can engage in effective dialogue and provide me with a clear understanding of the benef...

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    Extensive Research needed for Environmental Sustainability.

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    Google SEO Audit for Website 6 days left
    VERIFIED

    I'm looking for a professional to perform a comprehensive SEO audit, with a focus on Google, for my website. The ideal candidate should have: - Strong expertise in SEO, particularly Google optimization - Experience in identifying and resolving technical SEO issues - Ability to work with minimal analytics and previous SEO reports Key objectives for this project: - Identify technical SEO issues: My website has been live for a while but is not getting any search traffic. I need a thorough review to pinpoint any underlying technical issues that may be hindering its search visibility. - Recommendations for improvement: Based on the findings, I would like actionable recommendations on how to improve the technical SEO of my website. If you have a strong track record ...

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    ...language services during crucial business meetings. The ideal applicant for this project should be equipped with the following: - Expert level proficiency in both Japanese and Hindi/English languages. - Proven track record in translating spoken word for business or corporate settings. - Deep understanding of professional and cultural nuances in Japanese business contexts. Your responsibilities would include attending business meetings (in person or virtually), translating discussions as they unfold, and potentially engage in direct dialogues if clarification is needed. The end goal is to empower seamless communication between my team and our Japanese associates. Your expertise will be pivotal in ensuring nothing gets lost in tran...

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    I am looking for a skilled professional with expertise in text analytics, specifically with a focus on word and sentence embeddings for natural language programming. Key Tasks: - Utilizing and manipulating word and sentence embeddings for natural language processing tasks Ideal Skills and Experience: - Proven experience in text analytics and natural language processing - Strong background in word and sentence embeddings - Familiarity with tools and techniques for NLP tasks This project is best suited for someone with a deep understanding of NLP and a track record of successful text analytics projects. If you're confident in your expertise and can deliver top-notch results in this area, I'd love...

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    ...for our innovative mobile app across TikTok, Twitter, and Instagram. What We Need: • Creativity and Innovation: We’re looking for unique, out-of-the-box ideas that will captivate and engage our target audience. • Expertise in Social Media: Deep understanding of the algorithms, trends, and best practices specific to TikTok, Twitter, and Instagram. • Content Creation: Ability to produce high-quality, engaging videos, graphics, and posts that align with our brand voice and resonate with users. • Campaign Management: Experience in planning, executing, and optimizing social media campaigns to drive app downloads and user engagement. • Analytics and Reporting: Proficiency in tracking ...

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    I'm in need of an expert in video analytics for object detection, specifically guns and knives. The ideal candidate should be able to create a system that can flag the presence of these objects in real-time. Key Requirements: - Object Detection: Specifically for guns and knives - Real-time Processing: Immediate alerts in case of detection The project involves creating a robust and reliable system that can be used in a security setting. Experience in computer vision, machine learning, and video analytics would be highly beneficial.

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    ...automate sperm analysis. This includes motility, morphology, and concentration analysis. - Utilization of AI: The software should harness the capabilities of Artificial Intelligence to improve the accuracy of the analysis. - Creation of Spermograms: The main purpose of the software is to create spermograms. This requires the software to be able to present the analysis in an organized and understandable way. Ideal Freelancer: - Proficient in AI and machine learning, particularly in the healthcare or biological fields. - Experience with developing desktop applications. - Previous work or knowledge of sperm analysis or similar medical diagnostics. This project is a unique opportunity for a freelancer with a strong background in AI and software develo...

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    I am looking for a skilled ghostwriter to produce in-depth online courses about self-help, nutrition, and health. Each course should be longer than 2 hours and take an inspirational direction, aimed at uplifting the spirits of the audience while also imparting crucial knowledge and insights on the subject matters. Key Skills: - Ghostwriting experience, particularly in online course creation. - Strong knowledge on self-help techniques, nutrition guidelines, and exercise routines. - Ability to write in an engaging and inspirational style. Job Responsibilities: - Developing detailed outlines for each online course. - Creating engaging, inspirational content around the topics of self-help, nutrition, and exercise routines. - Ensuring each co...

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    I ll upload various images under specific keywords. I want members to receive 1 image after texting that keyword in their personal channel. Also i want that image to be deleted in storage so that it will not be forwarded to other member. I also want a channel for my accountant, where he ll be uploading bill in pdf. And i ll get all data in excel sheet.

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    I am having a gig where...where I need a proficient data analyst to generate a comprehensive report using R Studio. The primary aim of the report is to delve deeply into website analytics data for trend analysis, extrapolation of actionable insights, and crafted recommendations. Key Requirements and Skills: - Proficiency in using R Studio for data analysis - Ability to translate data into clear, understandable findings - Excellent report writing and presentation abilities Project Timeframe: A key factor is that the report must be completed and ready for review within 5 days. Speed without compromising on quality is key to this project. If your skill set aligns to this, I'd be enthralled to consider your bid. Let'...

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    I am looking to build an informational website which is oriented towards the general public. - Main focus of the website will be displaying furniture. SKILLS AND EXPERIENCE: - Proficient in creating visually engaging and user-friendly website designs. - Have experience in creating websites with a focus on showcasing products, in this case, furniture. - Should interpret and represent our brand effectively to the general public. - Understanding of how to create SEO-optimised content would be beneficial.

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    ...Design a logo for a consulting business ‘LinkLogic’ that offers data strategy, business transformation and media management services. The logo should reflect the essence of the business, which focuses on data strategy for marketers. Objective: The main goal of this project is to create a new, memorable, and versatile logo. The logo should reflect the company's commitment to innovation, collaboration, connection, and technical excellence. It must be adaptable for use in various media formats, including print, digital, and social media platforms. The logo should also appeal to potential partners, investors, and industry professionals Target Audience: * Marketers * Agencies Brand Personality: * LinkLo...

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    IT Business Website Design 6 days left
    VERIFIED

    I'm in need of a talented web designer to create a website for my IT services company. The site will primarily serve as a platform to showcase our services and previous projects. Key Requirements: - The website design should reflect professionalism and modernity - It should be optimized for user experience and conversions - The site should be agile and easy to navigate Services Offered: - Software development - Digital Transformation - ECM Enterprise Contenet management Ideal skills and experience: - Proven experience in designing IT service websites - Understanding of user experience and conversion optimization - Proficiency in SEO google search optimization - Strong portfolio of previous work, including live websites with similar funct...

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    ...looking for a skilled web developer to create a professional, business-targeted, informational website. This will serve as a platform to highlight the services and offerings of my company. Key Features: - **Contact Form**: The website should include an easy-to-use contact form for business professionals to get in touch with us. - **Service Description Pages**: There should be dedicated pages that describe the services we offer in detail. The ideal candidate for this project must have experience in developing informational websites, particularly with a business target audience in mind. Prior knowledge of creating contact forms and service description pages would be an added advantage. I'm looking for a freelancer who can deliver a sleek and...

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    Business Logo / Branding -- 2 6 days left
    VERIFIED

    More details: Is this project for business or personal use? For starting a new small business Which industry does your new enterprise fall into? Events / Wedding Florist What is the desired style for your business logo/branding? Elegant and classy but bright and whimsical at the same time? (Think Bridgerton and romantic English countryside) needs to have an impact though! Have attached a picture of my favourite dress and I love the colours! Do not have a colour scheme in mind but I have a love for English cottage gardens so something maybe along those lines. Would like a few to choose from! Have attached ideas for the logo (I’m definetly in my Bridgerton era) so maybe a sort of head silhouette somehow incorporating flowers/bouque...

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    Business Logo / Branding 6 days left
    VERIFIED

    More details: Is this project for business or personal use? For starting a new small business Which industry does your new enterprise fall into? Events / Wedding Florist What is the desired style for your business logo/branding? Elegant and classy but bright and whimsical at the same time? (Think Bridgerton and romantic English countryside) needs to have an impact though! Have attached a picture of my favourite dress and I love the colours! Do not have a colour scheme in mind but I have a love for English cottage gardens so something maybe along those lines. Would like a few to choose from! Have attached ideas for the logo (I’m definetly in my Bridgerton era) so maybe a sort of head silhouette somehow incorporating flowers/bouque...

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    I have an Entrepreneurship and Innovation MBA assignment that I need help with, and it's about writing a business plan (2500-3000 words) that displays critical analytical and evaluative understanding of the following: Entrepreneurial Thinking Innovation Management Opportunity Spotting Opportunity Evaluation Industry and Market Research Strategy and Business Models Financial Awareness Exit Strategy These need not be headlines but rather in the plan's content. Due to the low word count, the business plan should include graphs and statistics to compensate. It should also include APA7-style referencing. The topic itself is not specified, and I would be flexible. However, I prefer it to be something rela...

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    ...highly skilled developer to construct a well-integrated business portal for me, which includes website and apps for both Android and iOS. The portal should be able to efficiently enhance productivity and streamline business processes. Crucial components to be developed include: - Customer Relationship Management (CRM) with key features such as contact management, sales forecasting, and lead management. - Enterprise Resource Planning (ERP) with essential functions such as inventory management, order management, and supply chain management. - Financial and taxation modules. - Human resources and marketing modules. - Service and productivity modules. An ideal person for this job should have: - Proven experience in c...

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    ...built employee process tracking software. The software needs to be desktop application-based for easy access and user interface. Key features that the software should have are: - Time tracking: To help monitor how much time each employee is spending on their tasks. - Task Management: The ability to assign, manage, and monitor tasks is crucial. I want to keep track of who is doing what and when. - Performance analytics: The software should have robust analytics capabilities to measure performance and productivity for everyone on the team. The freelancer should ideally have experience in building similar applications and a strong understanding in incorporating the required analytics within the software. Familiarity with employi...

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    ...in sales, strong negotiation skills, and experience in lead generation to enhance my team's capabilities on profit sharing basis. Key Requirements: - Proven Track Record: Your past performance in the sales field should speak for itself. A strong history of meeting or surpassing targets is essential. - Strong Negotiation Skills: The ability to close deals effectively and maintain healthy relationships with clients is a must. - Experience in Lead Generation: Generating potential leads and converting them into customers is a fundamental part of this role. Your ability to identify new opportunities will be key in the growth of our customer base. My objectives for hiring you are: - Increase Customer Base: Your role will be pivotal in expanding our reach and...

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    Business Website Development 6 days left
    VERIFIED

    I'm in need of a seasoned web developer to create a modern, minimalist website for my business. The primary goal of this website is to encourage visitors to fill out a contact form. Ideal Skills and Experience: - Proficient in web development, with a strong portfolio of minimalist, professional websites. - Skilled in user experience (UX) and user interface (UI) design to create a visually appealing website. - Experience with creating effective contact forms and other lead generation features. - Good understanding of SEO best practices. Key Requirements: - Develop a clean, modern, and minimalist business website. - Implement a user-friendly contact form that encourages visitors to reach out. - Optimize the website for SEO to increase online v...

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    Established business is looking for telemarketer/sales person. Experience required. English without any accent. Mon-Fri 8:30am - 5:00pm. EST

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    I'm seeking a proficient developer to design a captivating website for my business, with a primary focus on lead generation. Specifically targeting students and office employees, your work should reflect a deep understanding of this demographic. Key Web Content Includes: - Noteworthy course offerings. Ideal Skills: - Web Design - Understanding demographics - SEO (for lead generation) - UX/UI Design for ease of use - Experience in education or corporate sector would be beneficial. Let's partner together to create a compelling platform that serves as a beacon for aspiring learners and employees.

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    I'm seeking a professional to design an ERD (Entity Relationship Diagram) for use in business analysis. I've skipped clarifying the specific type of ERD needed, implying flexibility on how to best approach the task. This task includes, but is not limited to: - Drawing up an ERD based on data provided - Creating a simple EVA on the data provided - Guiding its use for business analysis tasks - Assuring its potential for further business application Ideal candidates will have experience in ERD design, business analysis, and applicable database knowledge. Please include applicable skillsets in your bid. Your approach and understanding of the task will make a difference when choosing the freelancer.

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    I am looking for a...looking for an expert in Python programming to assist me in the creation of a multi-timeframe indicator merge. The project entails the merger of the 4hr, 1hr, 15min, and 5 min timeframes while including specific indicators, namely Moving Average, Relative Strength Index (RSI), ADX, and Webslingers. To make informed bids, it's important to note the following: Ideal Skills & Experience: - Extensive knowledge in Python programming - Proven experience in financial analytics - Expertise in working with listed indicators Project Requirements: - Code the multiple timeframes using Python - Integrate the Moving Average, RSI, ADX, and Webslingers indicators - Generate the deliverable output as a CSV file Please feel free to inquire if you...

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    ...for a skilled and experienced business lawyer based in California. The main task at hand is to file a lawsuit already prepared in the Superior Court for a case involving fraud. The lawsuit will not be served initially. You must be licensed in California or please don't apply. Requirements: - Expertise in business law: You should have a deep understanding of California business laws and Superior Court processes. - Experience in fraud cases: Previous experience in handling fraud cases is highly desired. - Strong litigation skills: The ideal candidate should have a proven track record in litigation, particularly in the Superior Court. - Excellent communication: Clear and concise communication is crucial in this role, as you will need to expl...

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    ...me in creating an engaging and vibrant design for a book I'm preparing for Amazon KDP publishing. The book is focused on raising awareness about migrant women in business in Australia, and as such, I'm looking for a design that is visually striking and vibrant. Key requirements: - Design both the interior formatting and cover of the book. The book contains 137 pages and incorporates approximately 20 full-page images of migrant women in business. - Ensure that the pictures are integrated seamlessly within the book's content, enhancing the narrative and engaging the reader. - The design should be colorful and vibrant in nature to capture the reader's attention and support the book's key goal o...

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    Website for furniture 6 days left
    VERIFIED

    I am looking for an experie...should include the following features: - User-friendly design and navigation - Responsive design for mobile and desktop - E-commerce functionality with a secure payment gateway - Product catalog with high-quality images and detailed descriptions - User account management - SEO optimization - Integration with social media platforms - Analytics and reporting tools Please provide your portfolio, estimated timeline, and a detailed quote for the project. I am looking for someone who can deliver high-quality work and has a proven track record in developing e-commerce websites. Examples like : It should be not to big just simple website :) Thank you, and I look forward to hearing from you.

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    I'm looking for a talented designer to create a modern, sleek business card design for me. The primary purpose of the business cards will be to provide contact information. I have a preference for a matte finish, so a touch of creativity is welcome within these constraints. Key Points: - Design of a modern, sleek business card - Primary purpose: Contact information - Finish: Matte Ideal Skills: - Graphic Design expertise - Proficiency in designing business cards - Understanding of modern design aesthetics - Experience with matte finishes Please provide a portfolio of your previous business card designs or similar projects when applying. Thank you!

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    ...comprehensive and secure user registration and authentication system. Ensure scalability and seamless user experience. Live Chat Feature: Implement a resilient and real-time live chat system. Ensure high availability and responsiveness. Advanced Machine Learning Integration: Develop and integrate advanced machine learning algorithms to enhance user experience and platform functionality. Key machine learning functionalities should include: a. Recommendation System: Tailor user experience by recommending content or products based on past interactions and preferences. b. Data Analysis and Prediction: Provide insightful data analysis and predictive capabilities to offer future trend predictions and va...

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    ...commenting, article submissions, back link strategy implementation and link wheeling. * Develop and execute SEO strategies to increase organic search rankings and traffic. * Perform keyword research and identify target keywords for optimization. * Optimize website content, meta-tags, and other on-page factors. * Conduct regular SEO audits to identify technical issues and opportunities for improvement. * Analyze website data and provide insights into SEO performance. * Understand and stay current on industry trends, search engine algorithm updates, competitive landscape, and internal product development efforts. * Consistently monitors the performance of the content using various analytics tools, such as Google ...

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    I am blending Google Sheet data with Google Ads and Analytics data but getting an error message. Need someone to help via screenshare. Thanks!

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    Aspiring entrepreneur with a vision to establish a versatile retail business that operates both online and through a physical storefront. Key Requirements: - As I'm embarking on this new journey, I'll need comprehensive guidance on how to set up a retail business from scratch. - Expertise in establishing a strong presence both online and physically, ensuring a seamless integration between the two. - Proficiency in creating a business plan and strategy that would ensure the success and growth of the business. - Assistance in identifying the right products to sell and how to source them effectively and efficiently. - Prior experience in retail, particularly in managing both online and physical store oper...

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    I am looking for an expert in Google organic SEO to improve the ranking of my website's home page and contact us pages. The main goal is to increase my website's traffic. Here's what I expect from potential freelancers: 1. EXPERIENCE: Proven experience in SEO and a comprehensive understanding of Google's ranking algorithm. 2. STRATEGY: A clear, well-defined strategy for improving the ranking of my website's home page and 'Contact Us' page. 3. BUDGET: In your application, please include a detailed project proposal with a competitive price. With your expertise, I hope to improve my website's visibility and drive more traffic. Please provide examples of past work that demonstrate your capabilities in this area...

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    I'm in need of a skilled videographer to film an intermediate level braiding course. - You'll be required to: - Understand the intricacies of filming a...be required to: - Understand the intricacies of filming a course, especially one focusing on braiding techniques. - Have a good understanding of what an intermediate course entails, ensuring our content is suitable for the level. - Capture the process in a clear, engaging way that's easy for students to follow. The ideal candidate should have experience and skills in course videography, particularly for skills-based courses. A background in or understanding of hair styling, specifically braiding, would be an advantage. Ultimately, I'm looking for a professional who can help me bring this educa...

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    ...professional familiar with Google Ads, Google Analytics, and Clickfunnels to assist with setting up conversion tracking on my Clickfunnels funnel. - Your primary task will be to configure Google Ads conversion tracking through Google Analytics and Google Tag Manager on my Clickfunnels website. - I've already set up Google Analytics on my Clickfunnels website, so the main focus is on the conversion tracking aspect. - The specific event I'd like to track is Calendly bookings on my funnel. It's crucial for me to monitor the number of Calendly bookings generated through my Google Ads campaigns. Your expertise in the following areas is essential for this project: - Proficiency in Google Ads and Google Analytics - Experience ...

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    ...a secure user authentication system to ensure data integrity and user privacy. - API Development & Integration: Develop new APIs and integrate with existing ones, for seamless communication between various components of the platform. - Data Processing & Analytics: Implement robust data processing and analytics functionalities to make informed decisions and gain insights from user interactions and other data sources. You will also be responsible for: - Payment Gateway Integration: Integrate payment gateways to facilitate transactions within the platform. - Social Media Integration: Implement connections with social media platforms to enable user sharing, login, or other interactions. - Maps and L...

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    I'm looking to launch a LinkedIn marketing campaign specifically targete...for a social media savvy freelancer with experience in crafting compelling and engaging content suited for LinkedIn. Key tasks would include: - Developing fresh content appropriate for the platform - Strategically positioning and promoting the content to engage industry professionals and drive them towards our online portfolio - Tracking, analyzing and reporting on campaign progress, adjusting strategies as necessary based on these insights Ideal skills and experience: - Proven LinkedIn marketing experience, with success in lead generation - Strong content creation skills, encompassing a range of content forms - Excellent ability to target and engage industry professi...

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    ...our operational strategies and enriching support systems for startups within the Web3 and DeFi sectors. This role requires a proactive individual to enhance our accelerator’s offerings and ensure they are perfectly aligned with the needs of startups in this rapidly evolving industry. Key Responsibilities Design, implement, and refine accelerator program structures specifically tailored for Web3 and DeFi startups. Facilitate seamless coordination across internal teams and external partners, ensuring alignment with the DAO’s token economy and governance structures. Develop and maintain strategic partnerships critical to the blockchain ecosystem. Manage the logistical and organizational aspects of the program to gu...

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    I'm looking f...requirements for the project: - User Registration and Login: The application should have an intuitive and secure user registration and login mechanism. Proficiency in handling data security and user authentication is paramount. - Data Visualization and Analytics: The other central function of this web app would be displaying data in an interactive, clear and accessible way. Experience with data analytics and visualization tools is a must. Applicants must have a proven experience as Full-Stack developers, with a portfolio that demonstrates competence in developing interactive web applications. Familiarity with modern front-end and back-end frameworks is essential. A st...

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