What to learn first data structures and algorithms jobs

...DistilBERT for its efficiency and effectiveness in natural language processing tasks. The model's role is twofold: Text Analysis and Categorization: It processes user-generated text inputs and web-scraped content to extract meaningful insights, such as sentiment, key phrases, or categorization of interests. This helps in dynamically adjusting the user's profile to reflect their preferences and behaviors accurately. Usage Pattern Learning: The system tracks and analyzes app usage statistics to learn about user preferences over time. Machine learning algorithms can identify patterns in what features or content the user interacts with most frequently, allowing for automatic adjustments to the use...

1️⃣ Introduction to Generative AI 2️⃣ Prompt Design in Vertex AI 3️⃣ Introduction to Duet AI in Google Workspace 4️⃣ Responsible AI: Applying AI Principles with Google Cloud Intermediate 5️⃣ Conversational AI on Vertex AI and Dialogflow CX 6️⃣ Attention Mechanism 7️⃣ Create Image Captioning Models 8️⃣ Encoder-Decoder Architecture Using these training, I need help creating a

...track record. This project demands expertise in advanced algorithms and special Python libraries. While I don't need user registration, login, search functionality, or a contact form, I still expect a high standard of coding. The ideal freelancer: - Has years of credible experience coding in Python; - Has displayed ability to employ advanced algorithms and certain Python libraries to build robust websites; - Can share samples of their past work in order to provide a visual representation of what they are capable of. Please ensure to attach a comprehensive portfolio of past Python projects when bidding. Showing me your subject matter expertise and past accomplishments will put you one step closer to winni...

As a business with diverse inventory, I am in need of an application to generate unique SKUs, track their usage, and store pertinent SKU information. A distinctive facet of the project will be the creation of a custom format SKU algorithm incorporating department codes, which will ensure efficient identification and organization on our part. As such, a freelancer with a background in inventory management systems or similar projects would be advantageous. This job will require: We have a convention to follow for creation of the SKU IDS. Furthermore I want the ability to add product images at the time of generating the SKU. - Strong knowledge in application development. - Experience with custom format algorithms. - Understanding of department code ...

...Facebook, Instagram and YouTube. Key Requirements: - Content Creation: The ideal candidate should be well-versed in creating engaging, high-quality content that resonates with our target audience on each platform. - Social Media Advertising: Knowledge and experience in developing and implementing successful social media advertising campaigns is a must. - Analytics and Insights: The ability to monitor and analyze the performance of our social media efforts, and use these insights to improve our strategy, is vital. The ultimate goal of this training program is to increase our brand awareness across these three platforms. Ideal Skills and Experience: - Proven track record in social media management and traini...

As my site's load speeds are already under 3 seconds, the primary focus of this project will be SEO, particularly improving my site's on-page SEO. In this regard: • Evaluating and enhancing the page structure for better user engagement and search engine crawling. • Strategically placing SEO keywords in the content for better visibility. • Optimizing images, videos, or any other media forms. • Working on meta descriptions, headers, URL structures, and internal links. For this task, you need to have a strong understanding of WordPress, SEO, and user experience. Experience with optimizing websites with a similar load speed is a plus.

...experienced in web scraping and data collation. The project will involve scraping blog articles in HTML format and compiling desired information into an Excel file. Key Project Requirements: * The extraction will be from specified URLs, using their individual patterns for efficient and accurate scraping. * For each blog article, I need the title, the full text, and the publish date extracted. * This scraped data must be properly arranged in an Excel file for easy analysis. * List of articles is here: Ideal Candidate Expertise: * Proven experience in web scraping is a must, preferably with full understanding of HTML structures. * Proficiency in Excel and data organization. * Attention to detail to ensure acc...

I need a small metal shade structure built for a few horses to provide both sun and rain protection. The design should be durable, weather-resistant, and easy for the horses to access. - Materials: As indicated, the shade structure must be primarily built with metal for longevity. - Size: 40'X13' Ideal skills for this job include: - Experience with metalwork and construction - Understanding of, and experience with designing structures for animals, particularly horses - Knowledge of local weather conditions to best determine structure design. - drawing must meet Maricopa County standards

I'm in need of basic architectural renderings for my online project consultancy. These will be used for client presentations specifically. Key Project Details: - **Type of Renderings**: Architectural - **Level of Detail**: Basic outlines and structures - **Intended Use**: Presentation to clients Ideal Freelancer: - Experience with architectural rendering - Skill in creating detailed yet simple visualizations - Understanding of client presentation needs in a digital setting I would appreciate if you could provide some relevant portfolio pieces with your bid.

...battling cancer and going through chemotherapy. I have recorded some videos and need a skilled video editor to help me with the post-production. The goal is to create engaging content that can be shared on platforms like TikTok and Instagram. Key Requirements: - Advanced editing skills: I'm looking for someone who can enhance my content by adding effects and transitions. - Understanding of young adult audience: The primary target for these videos are individuals aged 18-25, so a creative approach that resonates with this demographic is key. - Sensitivity to content: As these videos will document my personal journey with cancer, it's important that the editor is empathetic and able to handle the sensitive nature ...

I am looking for a Video Editor who is experienced in creating Youtube videos. I'll provide the script. CapCut video editor (free video editor) has SRCIPT/TEXT to Video. It creates the most the B-Roll, Captions, Voice, and Music. You will add more B-Roll, effects, titles. The videos are approximately 16-23 minutes. Your job is using the script that I provide, to create the video. If you use CapCut it will save you a ton of time. This is an ongoing project. We need several videos. In your bid, tell me what video editor you are using.

...hashtag doesn't seem to reach the heights one would expect despite the number of interactions. We believe that the issue lies in the type of interactions considered when determining trends. For this task, we are looking for a professional who can analyze these complexities associated with Twitter's algorithm and adjust it to take into account a wider array of interactions. Ideal skills for this project include: - Strong understanding of Twitter's trending algorithms - Knowledge of the social media landscape, particularly Twitter - Experience with algorithm development and adjustment The end objective is to have our hashtag consider fan posts, official events, and all other types of interactions when determining its trend...

Seeking a skilled and experienced developer to execute an AI-based Android app meant to perform tasks such as image classification and face recognition. An integral requirement for this role is proficiency in the integration of JNI C++ libraries. The foundations of the project include: - Development of an app compatible with Android phones - Integration and enhancement of machine learning algorithms into the app - The app must process object detection & tracking tasks using machine learning The ideal candidate should have: - Prior experience in Android app development - Strong knowledge of machine learning - Proficiency in the integration of JNI C++ libraries Integral to success in this project is a developer's ability to...

I am looking for a detailed report focusing on how algorithms, particularly those of Facebook, can be manipulated to influence user engagement. Key Points: - Focus on Facebook: The report should specifically delve into the realm of Facebook's algorithms. - User Engagement: The primary area of concern should be how these algorithms can be corrupted to manipulate user engagement. This could include increasing or decreasing user reach, influencing content visibility, etc. Ideal Skills and Experience: - Proficiency in Algorithms: A strong understanding of how algorithms operate, particularly in the context of social media platforms, is essential. - Research and Analysis: The ability to conduct in-depth research on the...

I'm looking for a competent Java developer to assist with the development of several data structures and algorithms. In this project, you will conduct a set of experiments to compare the performance of dictionary implementations that use unsorted arrays vs. sorted arrays. You are given the Dictionary interface () and its implementation class (). In addition, the file contains a list of 10,000 key-value pairs that represent certain measurements. Key Skills: • Expertise in Java programming • Extensive experience with diverse data structures and algorithms • Ability to adapt to fluctuating project requirements Your ability to create powerful, flexible systems with Java wi...

I'm looking for an expert to deliver a hands-on training on how to use a Digital Sound Board. I'm a beginner and my goal is to learn how to manipulate sound controls effectively. The prospective freelancer should be able to: -Know the design for a Church praise and worship team -Train users how to use the sound Board -Train users how to a set up Microphone sound. -Able to set up the vocals and microphones for each singer - Guide me through the intricate functionalities that a Digital Sound Board offers - Translate technical jargon into a simple, understandable language - Provide real-time feedback and clarification on my methods - Have exceptional patience and communication skills ...

...access (subscriptions) and permanent licenses. The successful freelancer should have: - Strong proficiency in C# and WPF - Proven experience in developing software protection systems - Expertise in implementing license key validation systems - Familiarity with both time-limited and permanent license structures - A good understanding of software security best practices Your role will involve: - Designing and implementing a license key validation system - Ensuring the system can handle both time-limited and permanent licenses - Building a user-friendly interface for license key input - Ensuring the system is robust against potential unauthorized access - Providing ongoing support and troubleshooting as needed I need a professional who ca...

...professional development and educational services. Our goal is to double our turnover in the next 12 months. Learn more about us at https://debrastevens.co.uk. Project Objective: We are seeking a digital marketing agency that can partner with us on an ongoing basis to enhance our online presence and drive significant growth. The agency should have a strong background in SEO, PPC, content creation, and overall digital marketing strategy tailored to the training and development sector. Scope of Services Required: • SEO and Backlinking: Improve our search engine rankings and online visibility through effective SEO practices and quality backlink generation. • Content Creation: Develop engaging conten...

...seeking a talented UI/UX expert to bring creativity and expertise in creating an innovative AI chatbot. This chatbot will be designed to search real estate listings. The main focus of the chatbot will be to provide a seamless, intuitive, and engaging user experience. Key Deliverables: - Utilize natural language processing to enhance the user's conversational experience. - Implement personalized recommendations based on user preferences. - Develop the chatbot to be in Hebrew and integrated with my listings database and will be present on my website. Ideal Skills and Experience: - Proficiency in UI/UX design, particularly in creating interactive chatbot experiences. - Strong understanding of natural language proc...

I need a marine expert to guide me through understanding the wind impact on a plastic barrier in a saltwater environment. The deliverable of this project is a proposal for the appropriate anchoring solution for this barrier. Key Requirements: - Understanding of wind impact on marine structures - Familiarity with anchoring solutions for marine barriers - Experience with plastic materials in saltwater environments Ideal skills and experience: - Marine engineering or a related field - Experience in working with barriers or similar marine structures - Familiarity with the behavior of plastic materials in saltwater - Previous projects involving wind impact assessment Your proposals should outline your experience in similar projects and how you would appro...

As part of my project, I require a thorough analysis of the ...analysis of the Sequential Search algorithm. Key Requirements: - An understanding and calculation of the time complexity under all cases: worst, average, and best. - Assessment of the algorithm when working with all types of list: sorted, unsorted, and randomized. The ideal candidate should possess strong problem-solving abilities, excellent mathematical skills, and a deep knowledge of algorithm efficiency. Proficiency in the use of mathematical induction to prove the correctness of algorithms is highly desirable. Your task will revolve around the comprehensive evaluation of the Sequential Search algorithm, making this role perfect for those seeking to apply and grow ...

I'm seeking a skilled and experienced professional to conduct a thorough residential floor survey. This project primarily focuses on assessing the structural integrity of the 1st-floor bedroom of my property. As such, your grasp on engineering principles and residential structures will be instrumental to this project. Your duties will involve: - Checking the structural soundness of the identified floor area. - Identifying signs of floor weakness or failure. - Providing a detailed report on the condition of the floor, including potential challenges and suggested solutions. Ideal skills and experience include: - Proven experience with similar projects in residential properties. - A clear understanding of building structures ...

I need a Flutter application that evaluates the vital state of vehicle tires using visual analysis and machine learning. Key Features: - The app should be compatible with both iOS and Android platforms - It should assess the condition of tires through: - Visual analysis - Machine learning algorithms I'm seeking a professional with experience in building applications with Flutter and integrating artificial intelligence. The ideal freelancer should be familiar with: - Image processing techniques - Machine learning algorithms - Developing for iOS and Android Overall, the goal is to create a user-friendly app that can provide accurate and reliable assessments of tire conditions.

...experience of UI/UX to build an MVP of an online course platform/marketplace. Our main objective is to connect course providers with learners. Main Features: - **Course Search & Discovery**: This feature is paramount for our MVP with a very modern and professional UI/UX. Users should be able to easily search for courses and discover options tailored to their interests. Webinars and worships are the main education products on the platfrom. Target Audience: - Our platform primarily caters to hobbyists looking to learn new subjects. Therefore, the UI/UX should be engaging, intuitive and accessible to users with varying technical competencies. Skills and Experience Required: - Experience in...

...experienced Full Stack PHP CI4 and Laravel developer to join our dynamic project team. Our project involves comprehensive backend development, efficient API integration, intricate database management, and crafting a frontend with a customizable layout that stands the test of user experience. **Key Responsibilities:** - **Backend Development:** Implement robust functional logic ensuring seamless data processing and workflows. - **API Integration:** Efficiently connect our platform with necessary external services and APIs for enhanced features. - **Database Management:** - **Data Migration:** Safely transition existing data resources to our new system without loss. - **Performance Optimization:** Continuously monitor ...

I am seeking a developer with intermediate level experience IOS Swift. The task will be to help me get the example code working from the documentation at This is my first time working with IOS and the docs leave out some of the implementation. For example, in this code there is not map function, only "..." Bids under £70 only please. ``` var totalUsageByCategory: [ActivityCategory:TimeInterval] totalUsageByCategory = (…) ```

...Android developer to create a robust server application which will connect to multiple Android clients. This application will essentially implement the Greedy bin packing algorithm, and take care of two specific tasks: - Computing the Greatest Common Divisor (GCD) of a given set of numbers - Counting the number of characters in a file The main requirement for this project is to accurately measure the time taken to complete the entire process, including sending a file from the client to the server, computing the tasks, and returning the results to the clients. Ideal Skills and Experience: - Proficient in Java and Android app development - Strong understanding of networking principles and multi-client server ...

I'm seeking an experienced content writer to create SEO-specific content directed at adult professionals to improve search engine rankings. - The successful freelancer should have experience with topic clusters and silo structures. - The aim is to specifically target a list of keywords I will provide. - Significant knowledge of search engine optimization strategies is essential. - A profound understanding of professional sectors and how to target content towards this audience is needed. In essence, you will employ best SEO practices to create content that will rank highly on search engines and attract the attention of professional adults. Content that not only ranks but also engages is my end goal. Let's create c...

I'm seeking a versatile freelancer to develop an object detection-based localization project. The primary aim is to identify, track, and precisely determine the location of a mobile robot, with a focus on real-time continuous tracking. - Key Tasks: - Develop an object detection tool for a mobile robot - Ensure a high degree of accuracy in real-time continuous tracking - The system will function in an indoor environment Ideal freelancer needs to have skills in robot motion algorithms, machine learning, and a deep understanding of complex robotics-related technologies. Experience in indoor robot localization is a must.

...need a proficient web developer(s) to construct an E-commerce platform with a capacity to sell both physical products and services. Essential qualifications for this project include an in-depth knowledge of web development, exceptional aptitude in creating e-commerce platforms, and experience in integrating the necessary functionality for an online shop. Key Features: 1. Product Search and Filters: The ability to search and filter through the listed products or services is crucial. Implement efficient algorithms for sorting and searching items. 2. Shopping Cart and Checkout: A user-friendly interface is required for a shopping cart and seamless checkout procedure. 3. Customer Reviews and Ratings: Facil...

...task will be to create a 3D design of a new house and its surrounding neighborhood. This requires a high level of detail: - I expect more than just basic shapes and structures. The final design should include full details, encompassing furniture and landscaping. - The design theme will be strictly modern. - I already have a topographical survey of the land which will guide the placement and orientation of structures. Ideal skills for this project: - Proficiency in 3D modeling and rendering software. - Strong understanding of modern architectural design. - Experience with high-fidelity design, including interior and landscaping details. Please provide examples of your previous work, especially designs that showcase your mo...

Join our team as a Python Selenium Web Scraper responsible for developing scraping scripts using Python and Selenium. You'll gather data from diverse websites, utilizing your expertise in web technologies, HTML, CSS, and JavaScript. Key responsibilities include analyzing website structures, extracting and cleaning data, and collaborating with team members to integrate data into existing systems. Ideal candidates possess proficiency in Python, experience with Selenium, and a strong understanding of web technologies. This role offers competitive compensation, flexible work hours, health benefits, and opportunities for career growth in a dynamic, collaborative environment

...blockchain technology who understands the dynamics of DEXs to implement a Telegram-based snipe bot. Its primary function will be to quickly execute buy orders for new tokens listed on Solana DEXs. I am flexible regarding the choice of DEXs the bot will operate on. Key Responsibilities: - Design and implement a robust, reliable snipe bot that can efficiently place buy orders on Solana DEXs. - The bot should be controlled via Telegram. - Develop a system within the bot to follow certain criteria for selecting the tokens to buy. Skills & Experience: - Proven experience in Solana blockchain, including creating and using bots. - Proficiency in integrating Telegram bots. - Capable of developing complex selection criteria algorit...

...looking for a skilled developer or team to create a Python program designed for the efficient detection of surface defects on railway tracks. This tool is essential for ensuring the safety and operational efficiency of rail network covering high-speed and freight tracks. The program needs to be robust, capable of real-time defect detection and analysis, and capable of generating maintenance recommendations. Requirements: - Develop a Python program capable of converting video to images and image enhancement through filter and noise reduction. - It should capable of labeling of images and recognizing various surface defects including cracks, wear, corrosion, fractures, head-checks, wheel burns, rolling contact fatigue...

...dynamic and motivated freelancer based in Germany to join our team as a Business Development Representative. In this role, you will be responsible for reaching out to potential clients, introducing our company and products, and scheduling physical meetings to further discuss business opportunities. This position offers flexibility and the opportunity to work remotely while contributing to the growth of our business. Responsibilities: - -Receive a list of target companies and research key contacts within these organizations. -Reach out to decision-makers via email, phone calls, and other communication channels to introduce our company and products. -Effectively communicate the value proposi...

...with social media management experience to regularly create and post engaging visual content, both video and image-based, on my Facebook and LinkedIn pages. This job would require daily posts on both sites to maximize interaction with my audience. Posts will be approved and content provided - however you will need to create the graphic and make the content interesting to the audience. Key qualifications: - Proficient in graphic design and video editing - Knowledgeable about Facebook and LinkedIn algorithms - Experience in content management systems - Digital marketing strategy skills are a plus - Work within company brand guidelines The ideal candidate would employ effective SEO tactics, und...

...with a twist - less data consumption. Key Features: - Video creation and editing tools: To make the app more fun and engaging, provide tools for users to create and edit their own videos. Expertise in integrating video editing capabilities is essential. - Explore page for discovering Reels: The app should include a page that allows users to discover new videos, just like Instagram. Experience creating discovery algorithms is a plus. - Ability to add music and effects to videos: The app needs a feature where users can add music and effects to their videos. Experience with integrating music and sound effects libraries required. Considerations: - The application should be developed for both...

I hold a strong desire to boost the ranking of my website's SEO keywords across the United States, Australia, New Zealand, and the United Kingdom. I am particularly interested in working with an experienced professional who can achieve this with efficacy. - Main Goals: The primary objectives of this SEO campaign are to increase website traffic significantly and to improve the search engine rankings drastically. Furthermore, I believe that achieving these will inherently lead to leads and conversions ramping up. - Ideal Skills: The perfect candidate for this project will be experienced in SEO keyword research, on-page and off-page optimization specifically for multiple countries (US, Australia, NZ and UK). Understanding ...

We are looking for a virtual assistant to support me with email management and data entry tasks. It’s very simple and easy. You’ll be assigned tasks needed to be completed within a timeframe assigned to each task. There will be given training so you understand how to handle tasks given. The ideal candidate should have: - Be able to work alone/independently - Capable of being a loyal team member - Willing to learn This would be a part-time job, requiring 15-30 hours per week. Schedule is flexible so you may work any day. If you're ready for a new job as remote virtual assistant, please message us or Apply Now!!

...in Tensorflow and machine learning to help develop a solution based on image and video data. Here's what I need: - Design and train a machine learning model that can extract meaningful information from our data. - The model should be capable of scene recognition in video and images. Your solution needs to reliably and accurately identify and classify different scenes. - You should be comfortable working with Tensorflow and have a solid understanding of its capabilities and limitations. Ideal skills and experience: Tensorflow proficiency, solid training in machine learning, experience in working with image and video data, and expertise in scene recognition al...

I'm looking for an expert specialized in Computer Science (CS), Electrical Engineering (EE) and Mechanical Engineering (ME) to assist me with academic projects particularly focused on Power Systems with emphasis on Renewable Energy Integration. This will require: - Profound knowledge of Computer Science, Electrical and Mechanical Engineering concepts - Expertise in dealing with Power Systems, specifically Renewable Energy Integration into Power Systems - Tools Matlab, Python - Algorithms development Expect your assistance to be comprehensive, covering all bases to ensure outstanding outcomes. Your bid should demonstrate your expertise in these areas.

...function will be to triangulate its position based on three central beacons in an indoor environment. Key Requirements: - The main goal of this project is to create a beacon that allows me to know my position inside indoor spaces, such as offices and warehouses. - The system should be designed to provide a medium level of precision in position tracking, with an accuracy of up to 5 meters. Ideal Skills and Experience: - Proficiency in Arduino and ESP32, with a strong understanding of BLE (Bluetooth Low Energy) protocols. - Prior experience in designing and developing beacon systems for positioning. - A solid understanding of indoor positioning systems and the challenges they may pose. - Good problem-solving skills...

...can create an innovative, eye-catching, and secure kiosk design for selling DJI Drones, cameras, stabilizers, etc (check ) in a busy shopping mall. The kiosk design should incorporate the following features: * Locked display cases for securely showcasing gadget collections * TV to show brand videos * Modern look in line with DJI design language. * High visibility signage for attracting potential customers The perfect candidate for this task should have a proven track record in designing similar structures, with strong consideration for functionality, capacity, and aesthetics. An understanding of electronics retail would be highly advantageous as well. The size should be 3X3 meters, final design winner should also include bigger version (4X4) and ou...

...experienced database developer with proficiency in Adalo to complete the database setup for our mobile real estate application. The app’s interface design is complete, and we now require expertise in backend development to ensure that the data structures are optimized for performance, scalability, and future maintenance. *Please provide Adalo sample apps for reference* Current Status: Interface design with all the user-facing screens is completed. The app is designed to facilitate real estate transactions and interactions between buyers, sellers, and real estate agents. Screens for sign-up, log-in, property listings, filters, property details, chat functionality, and more are already in place. Required Work: ...

I'm in need of a competent Website Assistant to join our growing team and handle the daily maintenance of my Shopify website. Your key tasks will be data entry and image uploading. You may also be required to crop and change resolution of images as required. Key Skills: 1) Easy to contact - available Monday - Friday 2) Willing to work more than 10 hours a week 3) Can work with an hourly contract 4) Able to learn instructions and work within a team I'm looking for a dedicated and reliable individual who can ensure that my website is always running smoothly. If you fit the bill, I'd love to hear from you.

...Platform Development Project **Introduction:** Welcome! We are excited to present to you an exciting development project for an innovative and cutting-edge dating platform. Our mission is to revolutionize the online dating experience using artificial intelligence to create meaningful and authentic connections. **Project Objective:** Our goal is to develop a dating platform similar to , where users can interact with AI-generated profiles and engage in compelling and empathetic conversations. The platform must be able to charge users for private content and promote genuine emotional connections through interaction with AI. **Key Features:** 1. **AI-Generated Profiles:** We will use advanced AI generatio...

As a professional with high-volume data, I'm seeking a highly skilled Excel expert. You should have proficiency in: - Data analysis - Data visualization - Excel formulas, functions and macros - Visual Basics Application (VBA) I'm dealing with more than seven datasets, each one having high complexity (many columns and over 5000 rows). I will need your expertise in managing and understanding this data. Ability to quickly comprehend and adjust to new data structures would be advantageous. Proven experience with large data sets and advanced Excel usage is a must for this project. Please include examples of previous similar work in your proposal.

...professional to develop a system that can accurately detect fake invoices. The aim is to prevent financial losses and enhance security. Need to detect a submitted computer generated receipt in pdf if it is a tampered or real one. There are chances like in the computer generated bill some people can change the amount, name, address sections and submit. This model should able to detect all those tampered PDFs with minimum false positives. Do metadata analysis QR code reading in the receipt and validation Key Responsibilities: - Develop a fraud detection algorithm using Python. - Test and tune the model for maximum accuracy. Ideal Experience and Skills: - Proficient in Python programming. - Proven experience in creating...

I need an expert to create a Video for a Facebook ad for an English learning Website. The video will be in Spanish language since the target audience will be Spanish speakers in South America who wish to learn English. I therefore need someone who is a native Spanish speaker (from South America) but who is also proficient in English. I prefer someone currently living in South America. The target platform will be primarily mobile and secondarily laptop users. The video should be a sketch/testimonial of sorts highlighting the effectiveness of the language learning approach taken by the website (see below). Creative, performance, acting, and video producing/editing skills are required. About the website's language learning approach: In order to...

...learning, specifically in the context of developing algorithms for music programs. Key project details and requirements: - The primary goal of this project is to create an algorithm that can be integrated into a music program. - The algorithm should be able to perform beat detection and analysis, separate the voice from the music, and automatically generate lyrics as the song is played. Ideal candidate should have: - Proven experience in machine learning and AI development, with a specific focus on music-related projects. - Proficiency in developing algorithms for beat detection and analysis. - Skills in voice separation from music in real-time. - Capabilities in natural language processing for lyric generation. This is a...