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    2,000 machine learning algorithms from scratch with python pdf jobs found, pricing in USD

    Create a Python script to convert a batch of scanned PDFs into searchable PDF/A-3b documents (containing an invisible text layer) using the open source doctTR OCR from Mindee. Prior to OCR itself, there needs to be a step for adaptive or dynamic PDF preprocessing to improve the quality of OCR. The notion of dynamic preprocessing means that for each document, the system first will evaluate what kind of preprocessing it needs based on the condition of the document. For example, if it needs de-skewing or rotation to correct the orientation, the system will automatically perform that; if the document needs noise removal or sharpening the system will automatically fix that. The output of docTR will be a PDF/A document which is then, in another step, finally co...

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    Python Developer Needed 6 days left
    VERIFIED

    Description: We are looking for a skilled Python developer to create a bot that scrapes product EANs from an Algolia database and identifies APIs within a mobile app. The aim is to extract current and historical product prices via a mobile app feature, which often shows different prices than the website. You will also need to explore the mobile app for hidden APIs and provide detailed information on them. Your code should be well-documented with notes to ensure that any future developers can easily understand and maintain it. Requirements: Proficient in Python. Experience with web scraping (Algolia preferred). Expertise in API integration and reverse engineering mobile apps. Familiarity with tools like BeautifulSoup, Scrapy, Selenium, etc. Strong...

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    I'm in need of a talented marketing expert who can help me increase website traffic, improve search engine rankings,...targeting specific demographics across various platforms The ideal candidate should have: - Proven experience in digital marketing, with a strong track record of driving website traffic and boosting sales - Proficiency in SEO and an understanding of search engine algorithms - Excellent skills in social media management and content creation - Experience in email marketing and lead generation - An analytical mindset and proficiency in using analytics tools to measure performance - A good understanding of different demographics and how to engage them effectively If you're a marketing guru who can help me achieve my goals and reach my target audience,...

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    Open the Miro board here using the password “XXX”: The aim is to record and organise screenshots of competitors websites (all pages listed in the main navigation bar). I've done this for Nido (top row) using the Google Chrome extension "GoFullPage". Do this for the following sites: - Little Scholars () - Edge Early Learning () - Seeds Ballina () - - - - - - -

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    Post two testimonials on Google Business of Restaurant Link below using a comment selected from the Pdf file attached using European or American sounding usernames only Google Maps link: Note: Do not use a Google review already posted.. Also use European sounding usernames only. Kindly feel free to use comments in the PDF file as well. Please make sure to remove "" (quotation marks). No duplicate reviews please. Multiple Winners possible so LETS START POSTING!!

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    ...analysis and forecasting in order to provide valuable insights for traders. - Real-time Data Table: A live data table is crucial for traders to make informed decisions based on up-to-date market information. - Automated Trading Robot: Incorporating a trading robot is essential for the automation of trade executions, which will save time and reduce human error. Preferred Technologies: - JavaScript - Python Ideal Skills and Experience: - Full Stack Development: The ideal candidate should be proficient in both front-end and back-end development. - AI Integration: Experience in incorporating AI technology into websites will be highly beneficial. - Trading Platforms: Previous experience in developing trading platforms or financial tools will be an advantage. - Minimalist and Modern...

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    I'm seeking an expert to assist me in understanding the codebase of Indexify, a realtime indexing and structured extraction engine from unstructured data to develop Generative AI Applications. Key responsibilities for this project include: - Reviewing Indexify's documentation and codebase - Helping me fully understand the codebase, its functionalities and data flow - Assisting in interpreting the code to make it easier for me to work on the Generative AI Applications Ideal candidate for this project should possess: - Strong understanding of RUST programming language - Proficiency in Machine Learning Libraries - Familiarity with Docker and Containers Your role will be to break down and explain the Indexify code to me, answer any questions I might hav...

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    I'm looking for an experienced individual to create a unique, interactive toy for my baby. The toy will consist of several components that will come together to form an engaging and educatio...of push-buttons and toggle switches to encourage tactile exploration - Incorporate LED lights, color-changing lights, and dimmable lights to provide a visual and sensory experience Skills/Experience Sought: - Proficiency in creating custom toys or educational products - Experience working with wood and electronic components - Understanding of child development and Montessori principles The ideal candidate should have a strong attention to detail, creativity, and a passion for creating innovative learning tools for children. A background in toy design or Montessori education would...

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    I'm looking for an experienced and engaging data analyst and Python expert to assist me with my daily projects and provide structured one-on-one training through video calls. I am looking for a skilled data analyst and Python expert to provide me daily one-on-one training sessions through video calls and assist me with my Python projects. The ideal candidate should have extensive experience in data analysis and Python programming Conduct daily one-on-one training sessions on data analysis and Python. Provide guidance and support on various Python projects. Help develop and improve Python programming skills.

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    I'm looking for a seasoned developer to work on a project using distinct technologies such as: - Frontend: Angular.js - Backend: Python with Django - Database: PostgreSQL The ideal candidate for this job should have a substantial amount of experience working with these technologies. Key responsibilities will include front-end and back-end development, database , and ensuring seamless integration between all these components. Proven experience in Angular.js and Python with Django is a must. In addition, high proficiency in managing databases with PostgreSQL will be significantly advantageous. Looking forward to your dynamic and compelling proposals!

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    Seeking Data Analyst and Python Expert for Daily One-on-One Training and Project Assistance I am looking for a skilled data analyst and Python expert to provide me daily one-on-one training sessions and assist me with my Python projects. The ideal candidate should have extensive experience in data analysis and Python programming, with a passion for teaching and mentoring. Conduct daily one-on-one training sessions on data analysis and Python. Provide guidance and support on various Python projects. Help develop and improve Python programming skills. Answer questions and troubleshoot issues related to data analysis and Python. Requirements:

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    I am looking to enhance my website's SEO by building high-quality backlinks. 1000 backlinks from verifiable sites in permanent backlinks with pa da of 40 or higher $30 My Objectives: - Improve search engine rankings - Increase website traffic - Enhance online brand visibility Target Audience: - National and international customers Current State of SEO: - It needs improvement Ideal Skills: - Proven experience in building high-quality backlinks - Knowledge of SEO best practices - Strong understanding of search engine algorithms - Ability to target national and international audiences

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    I need a Python script that can scan my network for devices and retrieve specific information about them. The script should use SNMP for the scanning and should have a command-line interface. Key Requirements: - Network Scanning: The script should be able to scan the network for devices. - SNMP Usage: The information about the devices should be retrieved using SNMP. - Specific Information: The script should retrieve and display the IP address, MAC address, and Manufacturer of the devices. Ideal Skills: - Proficient in Python: The freelancer should have strong Python programming skills. - Networking Knowledge: Understanding of networking concepts and SNMP protocol. - Command-Line Interface Design: Experience in creating command-line interfaces for Python scrip...

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    ...a professional with a high level of proficiency in Python, particularly in the domain of Natural Language Processing (NLP). The ideal candidate should be able to handle tasks such as text classification, sentiment analysis, and named entity recognition. Key project details include: - Proficiency in Python is a must, and experience in working with NLP libraries is highly preferred. - Strong understanding of text classification, sentiment analysis and named entity recognition. - Prior experience with user-generated content, academic articles or social media posts would be advantageous. Your main responsibilities will be: - Developing and refining NLP algorithms for text classification, sentiment analysis, and named entity recognition. - Impleme...

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    ...skilled React Native unit test developer to help me with a project. - **Platforms**: The target will be both iOS and Android, so you'll need to be well-versed in developing unit tests for both platforms. - **Level of Code Coverage**: I'm aiming for basic coverage, focusing on critical paths. You should be able to design tests that cover these essential routes in the code. - **Experience**: It's crucial that you have a good understanding of React Native and prior experience in creating unit tests for this platform. - **Communication**: Good communication is important to me - I'll need regular updates on your progress, and I'll be available to answer any questions you may have. I don't have any existing tests, so you'll be starting from...

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    I need software that copies and saves search results. the data must be exported to an xls or csv file. the software must also report if there are duplicates. it is web site -

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    I need a Python developer with a strong proficiency in Flask framework for a backend project involving user authentication and API integration. Requirements: - Implement user authentication: The backend needs to allow for user registration, login, and profile management. - Develop API for integration: The backend should be able to communicate with the front-end seamlessly. Ideal Skills: - Proficient in Python and Flask: Previous experience with Flask framework is a must. - Backend Development: A good understanding of backend development is required, specifically user authentication. - API Development: Experience in developing APIs and integrating them with front-end systems. Please provide examples of your previous work that showcase your e...

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    I am in need of a Python developer who can assist in coding for data analysis, specifically on categorical data. The task will involve: - Understanding and analyzing given categorical data. - Writing code to generate summary statistics after analysis. Candidates should have a strong understanding of data analysis, Python programming, and the working of categorical data. Experience in creating summary statistics would be greatly beneficial. Your work will greatly contribute to assisting me in my data analysis endeavors. Be ready to provide examples of similar projects if available.

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    I'm seeking a seasoned computer vision specialist to help with a complex video analysis project, focused on surveillance footage. This is an opportunity to participate in a cutting-edge application of computer vision technology. Key Requirements: - Expertise in computer vision and video analysis - Prior experience with object detection, tracking, and understanding in surveillance settings - Ability to work with large datasets and optimize algorithms for efficiency - Strong problem-solving skills to tackle real-world challenges in video analysis The ideal candidate would have experience in projects that involve computer vision in surveillance settings and can provide examples of their work.

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    I need a Python expert to scrape members' information from various Facebook groups for community analysis. The project is urgent and needs to be completed ASAP. Ideal Skills: - Proficient in Python - Experienced in web scraping - Familiar with Facebook's API or have a way to extract members' data Task Details: - Extract members' information from multiple Facebook groups Delivery: - Completion should be within the shortest possible time Please note that this project is time-sensitive. Your proficiency in Python and web scraping will be crucial to its success.

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    ...purchase courses should be included, with a range of course options to choose from. - Interactive Quizzes: To ensure learning retention and make the app engaging, interactive quizzes should be readily available for students after each lesson or course. The primary target for this project are students/professional .Therefore, the app interface should be easy-to-navigate, encouraging user-friendly and seamless interaction for learners of all ages. Ideal candidates should have a strong portfolio of similar projects, an understanding of educational app. Start Flow: Click on Icon > Splash Screen> Select Exam Page>Home Page  Home Page has three bottom navigation button 1)Home Page 2) My course 3)Profile  Course has price, Coupon, Validity.(Integrated with...

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    I need a skilled professional to convert a PDF document into an ePub format optimized for accessibility, with a specific focus on the needs of disabled readers. Key Tasks: - Extracting text and images from the PDF - Organizing the content logically - Creating HTML markup - Formatting the content using CSS - Validating the HTML and CSS - Packaging the content into ePub format - Adding relevant metadata Your main goal will be to ensure that the ePub document is highly accessible to disabled people, while also incorporating a customized layout for the overall design. The freelancer should not use any conversion tool. Ideal skills and experience for this job: - Proficiency in HTML and CSS - Experience with eBook formats, particularly ePub - Understanding ...

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    I'm seeking a talented individual experienced in Nvidia CUDA & Go language for GPU programming and parallel processing tasks. Although I've not identified specific data processing or machine learning needs, there is potential for such functionalities. The complication is uncertain but might involve handling large datasets. Your key expertise should be: - Proven experience in GPU programming, ideally with the use of Nvidia CUDA. - Command over the Go language. - Solid record in implementing parallel processing. Previous experience in handling and processing large amounts of data would be beneficial, given the likely project needs. The primary tasks will center around processing utilizing Nvidia CUDA and the Go language. If you’re up for a challen...

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    I'm looking for a game developer to create a PC-based skills traini...coding & programming elements, problem-solving & logical thinking challenges, Key Requirements: - Experience in developing PC games, particularly those with a focus on teaching and testing various skills. - Proficiency in game development tools and software. - Ability to integrate audio files and content from a hardcopy into a digital game format. - Strong understanding of coding, problem-solving, and decision-making principles to create engaging and effective challenges for a game. - Excellent communication skills to understand and implement the specific requirements of this skills training game. This product is popular but outdated using pdf and audio files. I wish to turn them into...

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    I'm looking to develop an AI-based system that can recognize faces and implement attendance and monitoring. Key Requirements: - The system should be able to ...able to accurately recognize faces in real-time. - The system should allow for easy tracking and monitoring of individuals for attendance purposes. - The primary application of this AI project will be attendance and monitoring, so accuracy and efficiency are key. Ideal Skills and Experience: - Proficiency in AI/ML algorithms, particularly in the field of image recognition. - Experience in developing systems that handle real-time data and large datasets. - Prior experience with attendance and monitoring systems would be a plus. Feel free to ask for any clarification or provide suggestions on how you could make t...

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    I will share the python script to scrape the historical data from NSE website

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    ...Responsibilities: - Development of AI Chatbots: You'll be responsible for creating a smart AI chatbot that can interact with customers seamlessly. - Sales and Recommendations: The chatbot should be able to suggest products based on customer preferences and drive sales. - Customer Service: The chatbot should be equipped to answer basic customer queries and provide assistance in making purchases. - Order Tracking: The chatbot should be able to track orders, update customers on their order status, and handle any related customer service queries. Ideal Skills and Experience: - Proficiency in AI Chatbot Development: An understanding of natural language processing, machine learning, and AI technologies. - Shopify Development: Experience in developing on the ...

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    I'm in search of an inventive logo designer who can assist me in creating a unique logo for my website. I'm open to various types of designs, whether it be text-based or icon-based, or even a combination of the two. Since I have not designated any specific colors for the logo, a designer with remarkable color sense who can suggest me potential color palettes would be appreciated. Remember, the logo will be primarily used on my website. Hence, it should be designed keeping in mind the online user interface. Ideal Skills and Experience: - Expertise in graphic design and logo creation - Outstanding creativity and flexibility in design styles - Proficient in using designing software - Excellent sense of color scheme understanding - Experience in designing logos specificall...

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    I'm in need of a skilled Python developer to update an existing script for scraping a professional website. The project involves: - Modifying the existing Python script to bypass bot detection measures, while maintaining the scraping functionality. - Ensuring the script can handle and scrape the volume of data required from the professional website. Key requirements: - Extensive experience in Python, particularly in web scraping and bot detection bypassing. - Familiarity with handling and processing large data sets. - A solid understanding of web scraping best practices. It would be beneficial if you have: - Knowledge in the domain of the professional website you'll be scraping, to help optimize the script for relevant data extraction. - Exp...

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    I need an experienced freelancer to convert a complex PDF document (containing tables, images, and text) into ePub format. The primary purpose of this conversion is to enable the document to be shared as an eBook. The successful freelancer must submit past work as part of their application. Key steps in the project will include: - Extracting text and images from the PDF - Organizing the content logically - Creating HTML markup - Formatting the content using CSS - Adding images where necessary - Validating the HTML and CSS - Packaging the content into ePub format - Adding relevant metadata - Extensive validation of the ePub file The ideal freelancer for this project will have: - Previous experience in converting PDFs to ePub format - A strong understanding of HTML ...

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    ...Responsibilities: - Development of AI Chatbots: You'll be responsible for creating a smart AI chatbot that can interact with customers seamlessly. - Sales and Recommendations: The chatbot should be able to suggest products based on customer preferences and drive sales. - Customer Service: The chatbot should be equipped to answer basic customer queries and provide assistance in making purchases. - Order Tracking: The chatbot should be able to track orders, update customers on their order status, and handle any related customer service queries. Ideal Skills and Experience: - Proficiency in AI Chatbot Development: An understanding of natural language processing, machine learning, and AI technologies. - Shopify Development: Experience in developing on the ...

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    Create a Python script to convert a batch of scanned PDFs into searchable PDF/A-3b documents (containing an invisible text layer) using the open source doctTR OCR from Mindee. Prior to OCR itself, there needs to be a step for adaptive or dynamic PDF preprocessing to improve the quality of OCR. The notion of dynamic preprocessing means that for each document, the system first will evaluate what kind of preprocessing it needs based on the condition of the document. For example, if it needs de-skewing or rotation to correct the orientation, the system will automatically perform that; if the document needs noise removal or sharpening the system will automatically fix that. The output of docTR will be a PDF/A document which is then, in another step, finally co...

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    ...looking for someone with deep expertise in setting up Kafka on a Linux server. - High Availability: The system should be able to handle failovers and ensure smooth operation even in the face of hardware or software issues. - Scalability: I'm aiming for an architecture that can seamlessly scale out as the data load increases. - Security: Your role will be to ensure that the system is secure and able to keep our data safe. The actual setup and whether it will be single-node, multi-node or a cluster with Zookeeper integration will be discussed once we get started. Ideal Candidate: - Proficient in Kafka: You should have a strong understanding of Kafka, its architecture, and best practices for installation. - Linux Server Experience: I expect you to be comfortable ...

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    I need a proficient Python developer with experience in trading indicators, especially MACD DEMA, to fix issues with the calculation results. My result from yfinance isn't the same as tradingview Key requirements: - Proficient in Python, with a keen understanding of trading indicators. - Extensive experience in working with MACD DEMA. - Familiarity with TradingView platform and its requirements. The primary issue I'm facing with the indicator is incorrect calculation results. Therefore, I need someone who can troubleshoot and resolve these issues efficiently, ensuring the indicator provides accurate data.

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    This is a project where you need to build a software which takes in a PDF file uses OCR to get the text and pass that text to an LLM to structure that data in a specific way and generate a excel file for that. Desirable if you can also build a web UI for the system as well.

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    I'm a fashion blogger looking to boost traffic to my blog. I'm particularly interested in improving my Google search engine rankings. Key Requirements: - Increase overall blog traffic - Targeting Google search engine - Focus on trendy fashion styles Ideal Skills...traffic to my blog. I'm particularly interested in improving my Google search engine rankings. Key Requirements: - Increase overall blog traffic - Targeting Google search engine - Focus on trendy fashion styles Ideal Skills: - Proven track record in SEO - Strong understanding of Google algorithms - Experience with fashion or lifestyle blogs Please note that the success of this project will be measured through increased blog traffic and improved search engine rankings. Looking forward to worki...

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    Key Skills: Proven experience in social media marketing, preferably within the fashion industry Excellent content c...preferably within the fashion industry Excellent content creation skills (photos, videos, captions) Strong understanding of social media algorithms and best practices Community management expertise (engagement, responding to comments/messages) Data analysis skills to track campaign performance Excellent communication and collaboration skills The Ideal Candidate: A self-starter with a proactive and results-oriented approach Highly organized and able to manage multiple tasks simultaneously Passionate about fashion trends and social media culture Experience with social media scheduling tools a plus If you're a social media whiz with a love fo...

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    I'm in need of a proficient software engineer to expand my current business capabilities. I am looking to step into desktop application development alongside our existing mobile platform. Major tasks include: - Developing a robust desktop application from scratch - Integrating and synchronizing the new desktop application with our existing mobile application (both iOS and Android) As the expertise required for this project is quite niche, having a background in Python/Django technologies is a must. Knowledge about cross-platform application development, especially iOS and Android, will be highly beneficial. The ideal freelancer should have a strong grasp on user-centered design and be adept in translating business requirements into technical solutions. Un...

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    ...customers about new products and promotions. So, it should have a strong and clear design that highlights these. - The preferred format for the newsletter is editable adigital PDF. - While we don't have very specific branding guidelines, we do have a logo and color scheme, so the designer should be able to incorporate these creatively. Ideal Freelancer: - Proven experience in designing newsletters or other marketing materials, especially for retail businesses. - Proficient in creating digital PDFs and knowledgeable about optimizing design for online viewing. - A creative approach to design, and the ability to work with existing branding elements to create a cohesive and engaging newsletter. If you have a good eye for design, and experience creating engaging market...

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    I need a jewellery accounting software with complete source code so that we can customize it based on my requirements . Please bid only if you have pre-developed jewellery software. Key Features: - Software to add- Gold, Silver, Diamond category - Stock Management - Sales Tracking The software should have an easy-to-use interface that allows for quick learning and efficient use by our team. It's crucial that the software is reliable and secure, keeping our business data protected. Prior experience with creating similar software is highly preferred.

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    Javascript & Python Developer 6 days left
    VERIFIED

    ...**Requirements:** - Proven experience in web scraping and automation. - Proficiency in scripting languages such as Python, JavaScript, or similar. - Strong problem-solving skills and attention to detail. - Ability to work independently and deliver high-quality results within the specified timeframe. **Preferred Qualifications:** - Previous experience with embassy appointment systems or similar projects. - Understanding of BLS International services and embassy appointment processes. - Knowledge of notification systems (email, SMS). **Deliverables:** - A fully functional script capable of monitoring the BLS Italy Pakistan website for embassy appointment availability. - Real-time alert system integrated with the script. - Comprehensive documentation covering install...

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    I need one New Junior level Android developer from Pakistan or India I need work at low budget I need work for long term

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    I'm seeking an experienced SEO expert to help me revamp my website's SEO strategy. Key Requirements: - Increase Organic ...not only be higher in quantity, but also in quality. Focus on Multiple Search Engines: I'm aiming for visibility on Google, Bing, and Yahoo. Your expertise should extend to understanding the different algorithms and criteria of these major search engines. Ideal Skills: - Proven track record of successful SEO projects - Strong understanding of proven SEO strategies - Familiarity with Google Analytics and other SEO tools - Ability to develop and implement effective conversion optimization strategies If you're an SEO expert with a strong portfolio of successful projects, I'd love to hear from you. Please share your...

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    I'm in need of a Python data scientist to assist with my project. Here's a brief overview of the tasks and tools that will be involved: - **Data Cleaning and Preprocessing**: This will involve using Pandas and NumPy to effectively handle missing data, outliers, and any other anomalies in the dataset. - **Data Analysis and Visualization**: I'm looking for someone who can derive meaningful insights from the data and present them in a clear and visually appealing way. Specific types of visualizations to be created will be discussed once we collaborate. The ideal candidate should have a strong background in Python programming, particularly in data manipulation and analysis. Experience with Pandas and NumPy is a must, and any previous work inv...

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    I'm looking for a Python web scraper to help me extract specific data from Website A and Website B. Your primary task would be to gather information like email contacts and company details for me to use in my analysis. Key Requirements: - Data Extraction: The main focus is on retrieving email contacts and company information from given websites. - Python Proficiency: The scraper should be written in Python. - Web Scraping Experience: Experience in web scraping and handling different kinds of data extraction is a must. - Data Accuracy: The collected data should be accurate and reliable. I'm open to discussing further details and any suggestions you may have for the project. Looking forward to your bids.

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    ...similar recently. I am in need of a skilled NodeJS developer to help me with automation of my social media posts on Facebook and Instagram. Key Requirements: - The system needs to be capable of scheduling posts. - It should have the ability to attach images and videos. - It must have an option to include captions. Scheduling: - The posts should be scheduled according to a custom schedule. This means that the system should allow me to set the exact time and date for the posts to be published. Skills and Experience: - Proficiency in NodeJS and APIs. - Previous experience with social media post automation. - Understanding of Facebook and Instagram APIs. Write "Theta" in top of the post to filter bots. This is a project with great potential as it will s...

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    ...need a small project to manipulate and filter data in my system, APPLE NUMBERS.. - You'll be working on removing 'txt' from the 'BEFORE' field and pasting it into a new field. - The main function I need is a button that will search and find specific names in the data, then link them to a specific field. - I'd also like this button to have a feature that will filter names by criteria. This should be a drop down menu, but the specific criteria may change, so it would be great if this was adjustable. The ideal candidate has experience in: - Data manipulation and sorting - Developing search functions - Dropdown menu interactivity - Ruby, Python, or a similar language with strong data processing capabilities. I'm looking for a free...

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    I'm looking for a skilled professional who can assist me in setting up an RTSP stream from my Raspberry Pi 3B to a colab-cloud server. The ultimate goal is to enable real-time video processing, specifically focusing on motion analysis. Key responsibilities for this project include, but are not limited to: - Establishing a stable, low-latency RTSP stream from the Raspberry Pi to the colab-cloud server. - The solution is required asap and there will be suppor for over 2000 devices after the solution.

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    I'm in need of a Unity developer to design an educational-based game targeted for web accessibility. Whether you have experience in action, puzzle, or adventure game creation is less significant as long as you possess a soli...educational-based game targeted for web accessibility. Whether you have experience in action, puzzle, or adventure game creation is less significant as long as you possess a solid understanding of Unity development. Key requirements: - Proven experience with Unity game development - Familiarity with web game development and ensuring cross-platform compatibility - Prior experience with educational games is a plus but not essential - Ability to effectively incorporate educational aspects into gameplay - Design experience Let's transfo...

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    I'm looking for an experienced Python programmer with a background in developing TikTok reports tools. The tool you'll be developing should be designed to work with the smallest details, professionally and quickly. Its 100% ethical, if you’re able to make this done perfectly submit your offer and i will contact you with all details. Key Requirements: - Proficient in Python programming - Experience in developing TikTok related tools - Capable of working with the smallest data details Specifics: - You should be able to develop a tool that can handle the smallest data details, professionally and quickly. - I would like you to focus on performance optimization primarily, to ensure that the tool works efficiently and effectively. ...

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