Master machine learning algorithms spreadsheets jobber

...order a product with just 2 clicks. I enclose a video showing how this works. Our budget is quite high. Just send me an offer. We also want to work long-term with you if you are interested. I attach some useful links for more information: Please contact us as soon as possible. Thanks. Norwegian: Hei! Vi ser etter en langsiktig partner for å hjelpe oss med å utvikle "Vipps"-integrasjoner på nettsiden vår. Vi holder til i Bergen. Vi driver flere e-handelsbutikker gjennom Shopify, vi ønsker å utvikle Vipps Hurtigkasse som betalingsalternativ

Vill ha följande Python kod konverterad till C#.

I need proofreading and help with revising on my master thesis. Health science. About 19000 words. Title; "Free-living Sedentary Behaviour among home-dwelling, young Stroke Survivors assessed by Accelerometer"

Ønsker å få laget en enkel app som oppdateres automatisk etter gjeldende vakt turnus. Må være enkel å legge inn og oppdatere turnus, turnus blir skrevet i excel ark. Ønsker at excel arket blir lagt i et program og app b...gjeldende vakt turnus. Må være enkel å legge inn og oppdatere turnus, turnus blir skrevet i excel ark. Ønsker at excel arket blir lagt i et program og app blir oppdatert automatisk. Ønsker også at man kan sortere på ulike ansatte, og dato. Turnus er gjeldende er 4 uker fram i tid. Neste turnus blir drøftet innen den perioden. Er også ønskelig at dette skal vises i appen. Vi har også en master turnus som går over hele åre...

Jeg har pågående arbeid relatert til vårt tidligere prosjektquestionnaire and constructs for my Master of science Thesis -- 2'

...trade) / roi return on investment (net gain/profit in %) 20%-100% consistent weekly roi risking 1% per trade 100%-500% consistent weekly roi risking 5% per trade maximum drawdown of 2% vs 10% respectively .. A) The trend I noticed is the following: year 2000 indicators, 2010 supply and demand, 2015 price action, 2020 smc smart money concepts / lit/algo-trading. B) Different levels of learning forex: 1) retail (support and resistance, fibonacci; you are liquidity; 1-2 years) 2) ict (you like fvg/imbalance and now have a more than basic understanding of how forex works, but you're still trading 1:2rr; 2-3 years) 3) smc (you probably fell for someone's ripoff course and you have a 15% win rate with 1:7rr; you see a choch and think price will reverse without pro...

I am Daniel Papa, an analyst with Embrapa in Brasília, overseeing the Machine and Equipment Mapping Project for the Sociobiodiversity in the Legal Amazon. We are in the process of developing a comprehensive catalog of machines and equipment available in the market and are seeking a specialized web scraping company to broaden our database. Key Responsibilities: - Scrape relevant government databases for: - Equipment specifications - Company information - Market prices - Deliver the data on an annual basis Ideal Skills and Experience: - Proven expertise in web scraping, particularly from government databases - Ability to extract and compile diverse types of data - Strong understanding of equipment specifications and market analysis Please send your commercial propo...

I'm seeking a talented social media content creator and digital marketer to help boost my sales through Facebook and Instagram. Content Requirements: - You will need to create engaging images and videos tailored for both platforms. Goals: - The primary goal of the content will be to drive sales and website traffic. Ideal Skills: - Proven experience in social media mar...create engaging images and videos tailored for both platforms. Goals: - The primary goal of the content will be to drive sales and website traffic. Ideal Skills: - Proven experience in social media marketing and content creation. - Proficiency in graphic design and video editing software. - Strong understanding of sales-driven content strategies. - Familiarity with Facebook and Instagram algorithms and ...

I'm looking for a designer to create a product brochure for an automatic cash machine aimed at B2B. The brochure should be professional and have a sober style, reflecting trust and reliability. In the brochure, we need to include: - Machine specifications - A small logo of Paypro using tones of black/gray or black/blue Please provide an example of the template you plan to use in your proposal.

I'm seeking an expert to review my Python script, which leverages machine learning and reinforcement learning techniques for a finance application. The main focus should be on improving the algorithms used in the script. Key Requirements: - Extensive experience with Python, particularly in the context of machine learning and reinforcement learning. - Strong background in finance to understand the script's application. - Proven skills in algorithm optimization and improvement. Please note, the primary goal of this review is to enhance the algorithms in the script. Therefore, a deep understanding of the relevant techniques and strategies will be crucial for this project.

...descriptions. Video Editor: Edits videos professionally. Thumbnails: Perceived as well-designed. Regular Uploads: Videos are consistently uploaded on fixed days. Pain Points: Despite consistent content creation, the channel struggles to gain views and subscribers. Engagement levels (likes, comments, shares) are not as high as expected. Potential gaps in targeting the right audience or leveraging algorithms effectively. Objectives: Increase Views: Boost the number of views for both videos and shorts. Enhance Engagement: Improve likes, comments, shares, and subscriptions. Optimize Strategy: Identify what is missing or being done incorrectly and implement corrective measures. Channel Growth: Achieve steady growth in audience reach and community building. Scope of Work: ...

I've initiated a local learning club, focused on teaching teenagers the art of selling through TikTok marketing. Currently, I'm on the lookout for engaging affiliate links that can serve as practical selling tools for them. Key Points: - The primary product category of interest is tech gadgets. - I maintain an open stance towards affiliate links, with no specific preference for brands or marketplaces. - The ideal affiliate products should tick three boxes: they offer high commission rates, they are popular with teenagers, and they can be easily demonstrated on TikTok. Ideal Skills and Experience: - Proficiency in identifying high-potential affiliate products within the tech gadget sector. - Familiarity with TikTok's content and trends to determine product compatib...

I'm looking for a seasoned SEO expert to analyze my website, , and develop a comprehensive action plan focused on improving our search engine rankings, particularly on Google. Your task will involve: - Conducting thorough SEO analysis of the website - Identifying key areas for improvement - Crafting a detailed action plan The primary goa...The primary goal is to enhance our visibility for all relevant keywords, including 'local moving services', 'international moving services', and 'packing and storage services'. Ideal candidates should have a proven track record in SEO, with specific experience in the moving and storage industry being a plus. Strong analytical skills, creativity, and a deep understanding of Google's ranking algorithms are...

I'm seeking a professional affiliate marketer with a strong background in promoting digital products on social media, specifically Facebook and Instagram. Key Requirements: - Expertise in affiliate marketing on social media - Proven experience in promoting digital products - Proficiency in using Facebook and Instagram for marketing Ideal Skills: - Strong understanding of social media algorithms - Excellent content creation and communication skills - Ability to engage and grow a social media audience

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``` COMPLETE B2C LEAD GENERATION SYSTEM WITH AI - COMPREHENSIVE REQUIREMENTS REQUIRED TECHNICAL EXPERTISE: 1. Programming Languages: - Python (5+ years experience required) - Experience with Python frameworks (Django/Flask) - Frontend development (React.js/Vue.js) 2. Machine Learning/AI Experience Required: - Machine learning implementation - Neural networks - Natural Language Processing - Pattern recognition - Predictive analytics - OpenAI integration 3. Additional Technical Skills: - Database management (PostgreSQL) - API development - Cloud services (AWS/DigitalOcean) - Version control (Git) Project Overview: Building a fully automated, AI-powered lead generation system for B2C services, initially focused on roofing (7+ year shin...

Blue Carrot is an e-learning agency established in 2014, specializing in educational content creation. Since the very beginning, we’ve set ourselves in the global marketplace by creating content for over 300 clients globally like the United Nations, DNB, Takeda, University of Southern California, Charité Medical University, and others. We are actively looking for experienced Articulate Storyline Specialists with experience in creating presentations in Articulate to join our team and support us in various projects. In response to the proposal, please provide additional information so that we can better assess your level of expertise: - Detailed CV. - Portfolio (examples of presentations). - Please provide the number of hours per week, you can allocate for our requests...

I need an expert who can make Filemaker Go take a picture of an invoice and use Google Cloud AI (API) and machine learning to read the document and extract various data points. This extracted information should then be input into my Filemaker server. I need to extract the following data points from the invoices: - Invoice number - Date - Total amount - Details from the different items - Different item names Ideal candidates should have: - Extensive experience with Filemaker Go - Proficiency in Google Cloud AI and machine learning - Skills in data extraction and server input - Capability to ensure the process is seamless and efficient

Monthly SEO services provide ongoing strategies to enhance your website’s visibility and performance in search engine results. Unlike one-time SEO efforts, these services ensure continuous optimization to adapt to evolving search algorithms and market trends, keeping your site competitive. Key Components of Monthly SEO Services 1. Keyword Research and Analysis Identifying relevant keywords to target ensures your content aligns with user search intent. 2. On-Page Optimization Refining meta tags, headings, and content structure to improve user experience and search engine understanding. 3. Technical SEO Optimizing site speed, mobile responsiveness, and crawlability for peak performance. 4. Content Creation and Marketing Crafting high-quality, engagi...

...classifications and sub-classifications for a large number of main categories. - A system for registration, determining locations, communication, messages, chat, social media, etc. - Ease of use in a creative way. - Expandable. - Commitment to providing technical support for at least a year. - Main language: Arabic and a number of sub-languages: English, Turkish, ... in a professional way and not through machine translation such as Google Translate, for example. Here is an example of an application with the same idea (I repeat, I do not want copies from any other program .. I want creative solutions with features that outperform other competing programs) When submitting offers, please send: - A samples of your previous work. - The programing

I am seeking a skilled professional to develop a unique AI project within the cryptocurrency domain. Key Requirements: - Expertise in cryptocurrency development and blockchain technology - Proficiency in building AI for data analysis and prediction - Experience in creating machine learning models Ideal Candidate: The ideal freelancer for this project should have a solid background in both AI and cryptocurrency. They should be capable of designing a machine learning model that can analyze and predict trends in the crypto market. Please note that the focus of this project is primarily on cryptocurrency development, with a significant emphasis on AI's role in data analysis and prediction. Prior experience in this area will be highly beneficial for your bi...

...Preferred editing software: CapCut. The final video format should be 760. Include minimal special effects to maintain a clean and professional look for the tutorial videos. The edited videos should be delivered within 24 hours. Please include subtle background music in the videos. The editing work will be required on a weekly basis. The videos will focus on language learning tutorials. Include text overlays to reinforce key learning points. The freelancer will be required to edit 1 video on a weekly basis....

1. Copy-Move Forgery Detection Challenges:  Post-processing transformations (e.g., rotation, scaling, flipping).  Limited generalization to diverse datasets.  Neglect of cross-image forgeries. Proposed Solutions: 1. Feature Extraction Enhancement: o Use deep learning models (e.g., CNNs with attention mechanisms) to detect transformation-invariant features. o Integrate transformer models for better spatial and contextual understanding. 2. Cross-Domain Learning: o Employ unsupervised domain adaptation techniques to enhance generalization across datasets. o Augment training datasets with synthetic forgery samples using Generative Adversarial Networks (GANs). 3. Multi-Modal Approaches: o Combine image metadata (EXIF) with visual features to improve detection in cross-image sce...

I'm in need of a Software Engineer proficient in Python and experienced in image processing to help optimize an algorithm for high-resolution images. The main objective is to enhance...high-resolution images. The main objective is to enhance the algorithm's performance by reducing its processing time, specifically for tasks related to object detection and recognition. Ideal Skills - Proficiency in Python - Extensive experience in image processing - Familiarity with handling high-resolution images - Expertise in object detection and recognition tasks - Ability to optimize algorithms for improved efficiency This is a small project, focused solely on enhancing an existing algorithm rather than building one from the ground up. Your help will be greatly appreciated! Thank yo...

VERY, VERY IMPORTANT PLEASE READ THIS POST BEFORE PUTTING IN A BID ALL OF THE REQUIREMENTS ARE THERE COMPLETE B2C LEAD GENERATION SYSTEM WITH AI - COMPREHENSIVE REQUIREMENTS REQUIRED TECHNICAL EXPERTISE: 1. Programming Languages: - Python (5+ years experience required) - Experience with Python frameworks (Django/Flask) - Frontend development (React.js/Vue.js) 2. Machine Learning/AI Experience Required: - Machine learning implementation - Neural networks - Natural Language Processing - Pattern recognition - Predictive analytics - OpenAI integration 3. Additional Technical Skills: - Database management (PostgreSQL) - API development - Cloud services (AWS/DigitalOcean) - Version control (Git) Project Overview: Building a fully automated, AI-powered lead gene...

I'm seek...asking if further search refinement is necessary. - It should adapt to user preferences over time, changing search results based on individual tastes. - The engine should also be capable of carrying out general searches depending on various fields of leads. - Most importantly, the engine's ranking system should prioritize user preferences above all else. Ideal Skills: - Proficiency in AI and machine learning - Experience in developing search engines - Strong understanding of interactive software design - Ability to create software that can learn and adapt over time Please note that the search engine also needs to provide personalized recommendations based on the user's search history. Therefore, a strong background in creating recommendation system...

I'm looking for a skilled developer ...a cinematic quality. Key Features: - The AI should be capable of color grading and applying filters. - It needs to automatically generate transitions throughout the video. - The AI should enhance soundtracks and audio. The tool should be compatible with video uploads on Instagram and TikTok, with potential for future expansion to other platforms. Ideal Skills: - Proficiency in AI and machine learning. - Experience in video editing software development. - Knowledge of social media video standards. The goal is to create a user-friendly, efficient tool that can help influencers elevate their content and reach a wider audience. Previous experience in creating similar tools will be a plus. Please include relevant examples of your ...

Hi there, I am looking for an experienced embroidery digitizer to convert my image/logo (in JPEG or PNG format) into a high-quality DST file for my embroidery machine. What I Need: ✔ Accurate and professional conversion of my design. ✔ The file should be optimized for embroidery (size, stitch type, density, etc.). ✔ Compatibility with standard embroidery machines like Brother, Janome, and Bernina. Additional Details: • The design dimensions will be provided. • If needed, I may request small adjustments after delivery. • I may also require the file in other formats (e.g., PES, JEF). If you’re skilled in embroidery digitizing and can deliver quality work quickly, please send me your proposal with examples of your previous work. Looking forward to working ...

I'm a beginner looking to learn how to use Access Database to manage my contact lists. I specifically want to focus on learning how to search/filter contacts and generating reports. I'm looking for a freelancer who can provide me with hands-on training. Ideally, you would have experience in teaching and a deep understanding of Access Database. The goal is for me to become proficient in using this tool to manage my contacts.

...& Visualization 2️⃣ Power BI 3️⃣ Graphic Design About the Role: Join Ira Educational and Welfare Society to deliver impactful, hands-on training for Arts & Science undergraduates. Success in this role means engaging students with practical learning, ensuring skill development, and inspiring career readiness. Your work will contribute to empowering underserved communities with employable skills. Responsibilities: Deliver engaging, practice-oriented sessions across five colleges weekly for 9 weeks. Adapt teaching methods to accommodate diverse learning styles and skill levels. Guide students on real-world applications and career relevance of course content. Evaluate students’ progress through practical assignments and provide constructive feedback. Submit da...

I am looking for an experienced embroidery digitizer to convert my image/logo (in JPEG or PNG format) into a high-quality DST file for my embroidery machine. What I Need: ✔ Accurate and professional conversion of my design. ✔ The file should be optimized for embroidery (size, stitch type, density, etc.). ✔ Compatibility with standard embroidery machines like Brother, Janome, and Bernina. Additional Details: • The design dimensions will be provided. • If needed, I may request small adjustments after delivery. • I may also require the file in other formats (e.g., PES, JEF). If you’re skilled in embroidery digitizing and can deliver quality work quickly, please send me your proposal with examples of your previous work. Looking forward to working with you!

...cross-platform development). Backend: Firebase (for database, authentication, and cloud functions). Programming Languages: Frontend: Dart (Flutter framework). Backend: Node.js for any additional server-side logic. Database: Firebase Firestore for real-time and scalable database solutions. Cloud Services: Google Cloud or AWS for hosting AI models and additional backend processes. AI and Machine Learning: TensorFlow or PyTorch for developing AI-based spending prediction models. APIs for currency conversion and real-time updates. Design: Figma or Adobe XD for UI/UX designs. Follow Material Design guidelines for Android and Human Interface Guidelines for iOS. Development Phases: Phase 1: Initial Setup and Core Features Implement user authentication. Develop b...

I'm seeking an expert audio engineer to mix and master my song for streaming platforms like Spotify and Apple Music. The track is already recorded and needs professional polishing to meet industry standards. Key Requirements: - Proven experience in music mixing and mastering, preferably for pop music. - Familiarity with audio standards for major streaming platforms. - Ability to deliver a high-quality, polished track ready for release. I have specific reference tracks that I would like you to emulate in terms of sound and quality. Please provide examples of your previous work in your proposal.

...evolving trends in social media marketing within the financial services sector. **Ideal Candidate Profile:** * Proven track record of success in creating and implementing lead generation campaigns on social media within the financial services or lending industries. * Strong analytical skills to interpret data, identify trends, and optimize campaign performance. * Deep understanding of social media algorithms and best practices for each platform, particularly within the financial services sector. * Experience with social media advertising platforms (Facebook Ads Manager, etc.) and campaign management tools. * Excellent communication and writing skills to create compelling marketing copy. * Familiarity with relevant regulations and guidelines concerning advertising in the financi...

My primary objective is to enhance my search engine ranking through 100 backlinks on unique domains. - **Backlink Purpose**: The backlinks are primarily aimed at improving my website's visibility on search engines. - **Source of Backlinks**: I prefer these backlinks to come from high authority sites. The credibility and trustworthiness of the domains will significantly contribute to ...credibility and trustworthiness of the domains will significantly contribute to the effectiveness of the backlinks. - **Placement of Backlinks**: The backlinks should be embedded in blog posts. Ideal skills and experience for the job include: - Proficiency in SEO and link building - Experience with high authority sites - Skills in content creation and placement - Understanding of search engine ...

The Sports Analytics Management project leverages advanced data analytics to provide actionable insights for sports enthusiasts, teams, and stakeholders. it captures live match data, player performance metrics, and historical statistics to deliver comprehensive analysis. The system uses machine learning algorithms to predict outcomes, highlight key player contributions, and recommend strategies. Fans can engage through features like live commentary, score updates, and in-depth match reports. Teams benefit from tailored dashboards focusing on player form, fitness, and game strategies. The platform supports multi-sport coverage with scalable architecture and API integrations for real-time data feeds. It aims to bridge the gap between data and decision-making in the sport...

...The system should facilitate the distribution of tasks among team members. - Progress Tracking: There should be a way to monitor the progress of tasks and projects. - Shared Calendars: A component for a shared calendar is essential, allowing team members to stay informed about deadlines and important dates. Ideal Skills and Experience: - Proficiency in Excel, particularly in creating complex spreadsheets. - Experience in designing task management systems. - Understanding of team collaboration needs. other things required: calendar view deadlines short term , long term plans deadline reminders depute tasks and follow up completed, ongoing tasks and the status tasks, subtasks multiple projects option any other tasks if required will be informed only after development I look ...

...contains source websites for the ten provinces and three territories in Canada. Each source website contains links to the websites of municipalities in that province/territory. You will review those source websites and scrape all municipality websites from each source website. Here is the sheet with source websites for the ten provinces and three territories in Canada: b) Check the municipality websites for the top 50 municipalities (by population) to see if each website has a business directory. c) If a municipality website does have a business directory, scrape/download the business directory for businesses’ contact details. As an example, the City of Mississauga in the province of Ontario

Project Objectives: 1. Crop the single tooth image from all folders just keeping only one relevant tooth image and removing all other information from image [ Manual Step ] 2. Removal or Unification of all background color of Images [ Code will done ] 3. Extract features for single root canal , two canal , and multi canals images 4. Implement Deep Learning / Machine Learning Model for Classification of root canal images [ single / two / multiple ] 5. Create annotation masks for root canal area in each image [ Creation of polygon bounding boxes around root canal images ] 6. Training Semention model so that it can automatically find the root canal are in new images 7. Performance Evaluation in both cases of root canal type classification and estimation of root canal / ro...

... combining the serenity of nature with modern amenities. It will be a prime location for destination weddings, family vacations, and nature lovers, aiming to provide an immersive experience that blends seamlessly into the surrounding forest and jungle environment. Scope of Work: We require Two options for comprehensive master plan and a series of detailed construction drawings for the development of the resort. The main components of the project include the following: Master Plan Layout ( Two Options to be Given) • 80-100 Cars Indoor Parking: Spacious and secure parking area designed for guests. • 48-50 Basic Rooms: The main hotel building should feature G+1 (Ground + First floor) architecture, with comfortable rooms designed to offer high-end comfort. Each room ...

I'm seeking assistance with managing and organizing data in Excel spreadsheets. Ideal Skills and Experience: - Proficiency in Excel, particularly in handling data entry and organization tasks - Attention to detail to ensure accuracy in data handling - Prior experience in administrative tasks or data entry roles would be an advantage

Project Objectives: 1. Crop the single tooth image from all folders just keeping only one relevant tooth image and removing all other information from image [ Manual Step ] 2. Removal or Unification of all background color of Images [ Code will done ] 3. Extract features for single root canal , two canal , and multi canals images 4. Implement Deep Learning / Machine Learning Model for Classification of root canal images [ single / two / multiple ] 5. Create annotation masks for root canal area in each image [ Creation of polygon bounding boxes around root canal images ] 6. Training Semention model so that it can automatically find the root canal are in new images 7. Performance Evaluation in both cases of root canal type classification and estimation of root canal / ro...

our company i...operations on the same board. Given that these tasks are sequential, it's essential that once the design team completes their work on a project, they immediately commence the next project in line. This workflow should be mirrored across all departments, ensuring a continuous cycle where each team finishes their assigned tasks and promptly transitions to new projects. Additionally, we require: Master Board Monitoring: A central board to oversee the progress of all projects, manage personnel assignments, and schedule timelines effectively. Could you please confirm if you have experience in setting up such workflows on If so, we would appreciate it if you could provide a proposal outlining your approach, estimated timeline, and pricing for implementing this sys...

I'm working on a project that analyzes traffic flow using quantum computing and deep learning. I need assistance with integrating these two technologies. The project focuses on real-time traffic data. Ideal Skills and Experience: - Proficient in Quantum Computing algorithms - Deep Learning models experience - Strong coding skills - Real-time data processing expertise - Previous work with traffic analysis is a plus

## ARABIC SPEAKING ONLY ## I'm looking for a skilled social media manager wit...including graphics, videos, and stories - Develop strategies to increase followers and boost brand awareness - Analyze and report on the effectiveness of posts The ideal freelancer will have: - Proven experience in social media management, particularly on TikTok and Instagram - Strong design skills, able to create eye-catching and engaging content - Excellent understanding of social media trends and algorithms - Ability to develop and execute growth strategies Experience with graphic design and video editing software is a plus. I am looking for someone who can not only manage my social media, but also significantly increase my brand's visibility and follower count. MONTHLY CONTRACTS ## ARA...

...contains source websites for the ten provinces and three territories in Canada. Each source website contains links to the websites of municipalities in that province/territory. You will review those source websites and scrape all municipality websites from each source website. Here is the sheet with source websites for the ten provinces and three territories in Canada: b) Check the municipality websites for the top 50 municipalities (by population) to see if each website has a business directory. c) If a municipality website does have a business directory, scrape/download the business directory for businesses’ contact details. As an example, the City of Mississauga in the province of Ontario

I require a comprehensive academic explanation, description, and logical workflow of my LabView code. The final document should be between 12,000 and 24,000 words, meticulously written in an academic style suitable for graduate students. Key Aspects to Cover: - Detailed breakdown of algorithms and logic - In-depth analysis of user interface design - Comprehensive review of data handling and processing - Any other relevant code aspects The document should include: - Citations to support statements - Detailed explanations for each step of the logic - A blend of high-level overviews and step-by-step detailed explanations Ideal Skills and Experience: - Strong background in LabView - Exceptional academic writing skills - Experience writing for a graduate-level audience - Ability to ...

Project Description: I am looking to hire a developer to create a ...(e.g., every 30 seconds). Detect specific changes or availability (e.g., new slots, text updates). Send real-time email notifications when changes are detected. Use Python with Selenium or a similar technology for automation. Allow easy configuration of websites, conditions, and email settings. Deliverables: A fully functional bot script. Instructions for setting up and running the bot on my machine. Assistance with initial setup if required. Preferred Skills: Strong experience with Python and Selenium. Familiarity with web scraping and automation. Experience with email notifications (SMTP). If you're interested in this project, please provide examples of similar work you've done and your estimated time...

...for an experienced developer with expertise in cryptocurrency trading, machine learning, and algorithmic trading to create a fully autonomous crypto trading bot. The bot should be capable of analyzing market trends, executing trades, and adapting its strategies based on performance using machine learning techniques. Responsibilities: Bot Development: Design and implement a crypto trading bot that can trade autonomously across multiple exchanges (e.g., Binance, Coinbase, Kraken). Data Collection & Preprocessing: Integrate with APIs to pull historical and real-time market data (price, volume, order book, etc.), and preprocess data for training machine learning models. Machine Learning Models: Use machine learning ...