Machine learning tutorial pythonงาน

I'm looking for an expert in Solidcam and CNC programming to create a post processor for my Fadal VMC 15 XT milling machine. It should support 3 or 4 axis operations. Key Requirements: - Develop a post processor for Solidcam specifically tailored for the Fadal VMC 15 XT. - Ensure compatibility with both 3 and/or 4 axis milling. - The post processor should optimize toolpaths, detect errors, and incorporate custom macros as necessary. - Previous experience with Fadal machines and Solidcam is a significant advantage. - Proficiency in CNC programming and understanding of milling machine operations is essential. Please include examples of previous similar projects in your application.

Baseline Experiments: Train baseline models (e.g., Logistic Regression, Dec...class-weighted models. Performance Evaluation: Optimize models using metrics like precision, recall, F1-score, and AUC-ROC. Validation: Use cross-validation and threshold adjustment for robustness. Documentation: Log all experiments, ensure reproducibility, and provide visualizations (e.g., confusion matrices, ROC curves, feature importance plots). Requirements: Expertise in machine learning algorithms and tools (e.g., Python, scikit-learn, TensorFlow). Experience with data preprocessing and imbalanced datasets. Proven track record of working on high-quality projects. Deliverables: Comprehensive experimental results and comparisons. Well-documented methodology and logs. Visualizations and i...

I'm seeking a freelancer to create a basic 3D design of the Watts Towers in Los Angeles. The primary purpose of this model will be for an educational display, so it needs to be clear and understandable, but it doesn't have to be overly detailed or complex. Ideal Skills and Experience: - Proficiency in 3D modeling softw...clear and understandable, but it doesn't have to be overly detailed or complex. Ideal Skills and Experience: - Proficiency in 3D modeling software - Previous experience with creating models for educational purposes - Ability to deliver in STL format Please note, the design should only represent the basic structure of the towers, without intricate patterns or textures. The aim is to facilitate learning rather than to serve as an architectural stud...

I'm looking for a developer to create a simple app for educational purposes on astro navigation. The app should primarily present tutorials in the form of slideshows. Key Requirements: - The app should be user-friendly and easy to navigate. - The slideshows should be designed to facilitate learning about astro navigation. - The app should be able to run on common platforms (iOS, Android, etc). Ideal Skills: - Experience in app development, particularly for educational purposes. - Knowledge of astro navigation would be a plus. - Skills in UI/UX design to create an intuitive interface. Please note, I do not require any additional features such as embedded quizzes, interactive diagrams, or voice narration. The focus is solely on delivering simple, clear, and engaging education...

I'm looking for a skilled Python developer with extensive experience in beautifulsoup, web automation, specifically using Selenium and Requests. Ideal Skills: - Proficiency in Python - Experience with web automation tools like Selenium, Requests, Scrapy, etc. - Creative problem-solving skills - Familiarity with E-commerce, News, and Social Media platforms Tasks: - Web automation: I have two small tasks that require web automation. If the tasks are completed successfully, there will be numerous other tasks to follow. Requirements: - The automation scripts need to be compatible with Chrome. If you can think out-of-the-box and deliver quality work, we can collaborate on many more projects in the future.

I need a Python-based web scraper that can collect product information from various manufacturer sites. The scraper should run on a daily basis. Ideal Skills and Experience: - Proficiency in Python, especially with web scraping libraries (like BeautifulSoup, Scrapy, Selenium) - Previous experience scraping e-commerce or manufacturer sites - Knowledge of data storage solutions for scraped content - Ability to set up a reliable, daily-scraping schedule - Attention to detail and data accuracy

I am looking for a freelancer who can integrate my Google Sheets with WhatsApp in order to send automated task reminders. The reminders should be triggered based on specific data updates in the sheet. Ideal Skills: - Proficiency in Google Sheets - Experience with WhatsApp integration - Knowledge of automation tools - Python/JavaScript skills (for scripting purposes) Please include examples of similar projects you've completed in your proposal. I look forward to hearing from you.

I'm seeking a skilled web scraper for a data collection project from IMDb. I need all reviews and ratings from approximately 5000 movies. The task involves: - Collecting both user and critic reviews - Capturing the raw HTML code for each movie's review page - Formatting the data a...the raw HTML code for each movie's review page - Formatting the data as separate CSV files for each movie - Storing the raw HTML files as separate files for each movie The CSV files should include reviewer names and review dates. Ideal Skills: - Proficiency in web scraping and data collection - Experience in creating CSV files - Attention to detail for accurate data capture - Proficiency in Python and BeautifulSoup - Skills in data cleaning for quality assurance The project should be ...

...developer to build a simple monolithic web application using Python Flask. The purpose of this project is to create a large, easily accessible and updatable database, which will support a scenario involving containerization (not listed as task for you). Features: - Basic functionalities for students and teachers such as assignment submissions, courses, and schedules. - A straightforward and quick-to-build structure. Expectations: - You will solely focus on building the monolithic application. - Application should be developed on Python. - Use Flask as the front-end framework. - MySQL will be the database system. Ideal Skills: - Proficient in front-end development (HTML, CSS, JavaScript). - Strong back-end programming skills (Python). - Experienced in designing a...

I'm looking for a skilled video editor and graphic designer to help me edit tutorial videos for Instagram Reels and YouTube. Ideal skills: - Video editing proficiency, especially for Instagram Reels - Graphic design experience to enhance the visual appeal of the videos - Understanding of tutorial content and how to present it engagingly - Familiarity with YouTube's and Instagram's algorithms and editing style preferences

I'm looking for an experienced robotic engineer to help me develop a service robot specifically designed for warehouse operations. The primary function of this robot will be to sort and organize inventory within the warehouse. Ideal Skills and Experience: - Extensive experience in...to sort and organize inventory within the warehouse. Ideal Skills and Experience: - Extensive experience in designing and developing service robots - Expertise in robotic systems, particularly for warehouse applications - Previous work with robots that perform sorting and organizing tasks - Understanding of the necessary sensors and software for inventory management - Ability to integrate machine learning for improved efficiency over time - Familiarity with safety standards and regulations ...

I'm seeking a seasoned developer to build a Windows-compatible, interactive roulette simulation program in Python, based on my theoretical model. The program should integrate specific strategies and rules that I will provide. Key features include: - Simulating roulette spins - Tracking wins, losses, and total profit/loss - Offering flexible betting options according to predefined strategies The ideal candidate should be able to: - Create a user-friendly, interactive graphical interface - Provide comprehensive documentation of the code - Optionally, enabling the program to test with historical data Please share your estimated timeline and cost, along with examples of similar projects you've completed.

I'm looking for a skilled Python developer to create a script in PyCharm for me. The script needs to load a CSV file with specific headings: Brand, Product Name, Price, EAN/UPC/ASIN. Key Requirements: - The script should go to Amazon and fetch the items that have been "bought", excluding all sponsored items completely. - The output needs to provide the number of bought items, for example, if it says "50+ bought in the last month", as well as the price. Desired Output: - The final report should include: Brand, Product Name, Price, and Number of Bought Items. Ideal Skills and Experience: - Proficient in Python and familiar with PyCharm. - Prior experience with web scraping, particularly from Amazon, is a big plus. - Understanding of CSV file handlin...

...that balances security features with ease of use, minimizing the learning curve for PGP newcomers. Cross-Platform Compatibility: Develop apps for Android, iOS, Windows, macOS, Linux, and web platforms to cater to a broad user base. Security Enhancements: Implement automated key verification, forward secrecy, two-factor authentication, and regular security audits. Innovative Features: Develop self-destructing messages with PGP, encrypted file sharing with metadata protection, AI-powered phishing detection, and integration with other secure services. Technical Requirements: Programming Languages: Proficiency in languages such as Java, Swift, Kotlin, or React Native for mobile app development, and JavaScript, Python, or Ruby for web development. PGP Libr...

Welcome to Creative Chronicles: Mastering Media & Design!** This innovative project is dedicated to the art of expression through writing, explaining, and creating. Whether you're a budding writer, a visual storyteller, or a logo designer, our platform is your gateway to mastering the skills you need. Dive into comprehensive tuto...visual storyteller, or a logo designer, our platform is your gateway to mastering the skills you need. Dive into comprehensive tutorials, insightful articles, and detailed explanations that make complex concepts easy to grasp. Join us in this journey of creativity and discover how to craft compelling narratives, eye-catching logos, and impactful media. With Creative Chronicles, you're not just learning – you're transforming the wa...

Development of python code to update the data from the given website into Google Sheets

...change with variations in lighting and material. - Integration Requirements: Seamlessly integrate with existing industrial equipment, including PLCs and sensors. - Custom Model Development: Develop tailored machine learning models; pre-trained solutions will not suffice. - Edge Computing: Implement edge computing solutions to ensure low-latency processing. - Synthetic Data Generation: Create synthetic training data to address rare defect scenarios. Required Qualifications - Demonstrable experience in industrial computer vision projects. - Strong expertise in developing custom machine learning models. - Familiarity with industrial automation and PLC integration practices. - Knowledge of edge computing deployment methodologies. - Experience in generating synth...

...unterschiedlicher Retrieval Methoden - Entwurf einer einfachen Vorverarbeitungs-Pipeline für eine Produktionsumgebung - Flexibel organisierbare Kollaboration mit unserem Entwickler-Team Voraussetzungen - Praktische Erfahrung im Umgang mit LLMs und der Umsetzung von RAG-Systemen (LangChain, LangGraph etc.) sowie mit Vektordatenbanken (Milvus, FAISS etc.) - Erfahrung mit gängigen NLP und Machine Learning libraries (Python, TensorFlow, PyTorch) - Vertrautheit mit Cloud-Diensten, VMs, Docker, etc. - Sehr gute Deutschkenntnisse für die Arbeit mit unserer deutschen Datenbasis (Fachtexte mit Rechtsbezug) - Kreative und kollaborative Einstellung: wir sind interessiert an deinen Ideen und Erfahrungen! Sonstiges - Freelancer erwartet eine marktübliche gu...

I'm in search of a lubricant consultant for a high-speed copper wire drawing machine. The primary goal of this project is to formulate a lubricant composition that enhances the lubrication properties significantly. Key Requirements: - Comprehensive knowledge and experience in developing lubricant compositions specifically tailored for high-speed machinery. - Proven track record of improving product quality through superior lubricant formulations. - Ability to balance performance with cost-effectiveness. If you can help me with this, please reach out.

We are currently seeking an experienced Python Developer to join our dynamic team]. We are looking for someone who is highly skilled in Python programming and able to contribute immediately to our team’s success. Key Responsibilities: Develop, test, and maintain Python-based applications. Collaborate with cross-functional teams to design and implement new features. Optimize and refactor code to improve performance and scalability. Troubleshoot and debug complex issues, providing efficient solutions. Participate in code reviews and ensure adherence to best practices. Required Skills and Qualifications: Strong expertise in Python, including frameworks such as Django, Flask, or FastAPI. Experience with RESTful APIs, microservices, and cloud technologies (A...

I am seeking a Python developer to improve my financial application. The main task will be adding new features, specifically automated reporting capabilities. Key Requirements: - Implementing automated alerts based on financial and market data Ideal Skills: - Proficient in Python - Experience in developing financial applications - Knowledge of implementing automated reporting systems

We are seeking a highly skilled Elasticsearch Developer with a strong background in AI-powered search technologies to help us enhance and optimize our search capabilities. The ideal candidate will have hands-on experience with Elasticsearch and integrating Artificial Intelligence (AI) and Machine Learning (ML) techniques for improving search relevance, accuracy, and performance. Key Responsibilities: -Prior experience with AI-based search systems. - Implementing NLP techniques into our Elasticsearch framework. - Aiming to improve our system's response automation and content generation abilities. Ideal Skills: - Extensive experience with Elasticsearch. - Proficient in Natural Language Processing. - Previous work with user-generated content preferred.

...Integrate various retrieval systems like FAISS, Pinecone, or ElasticSearch. - Use LLMs (e.g., GPT-3, GPT-4) for generating answers. - Implement the app using a framework of your choice, such as Flutter or React Native. Essential Skills: - Proficiency in mobile development, particularly with Flutter and React Native. Knowledge in Kotlin and Swift is a plus. - Strong backend development skills in Python, preferably using FastAPI or Flask. Experience with LLM APIs like OpenAI and Hugging Face is crucial. - Competence in database management (PostgreSQL, MongoDB) and search & retrieval systems (FAISS, Pinecone, ElasticSearch). - Experience in deploying applications on cloud platforms (AWS, GCP, Azure). - Understanding of security protocols, particularly JWT and OAuth. Desirable ...

I need a seasoned Python developer to modify my existing script that uses the native TWS API to perform an options strategy. The task requires integrating a check for changes in the VIX index. Key requirements: - Modify the current script to include the VIX check. - If the VIX changes by a specified percentage (positive % change), the script should run. - If the VIX changes by a specified percentage (negative % change) the script should stop. Ideal skills: - Proficiency in Python and experience using the TWS API. - Understanding of options strategies and the VIX index. Please provide examples of similar projects you've completed in your bid.

I'm looking to develop a mobile app focused on building Dutch vocabulary. It should primarily utilize flashcards as the main learning tool. Key Features: - A flashcard-based vocabulary learning system - User progress tracking features: daily streaks, performance analytics, and level achievements Ideal Skills: - Mobile app development experience - Understanding of educational app design - Experience with gamification elements in apps - Knowledge of Dutch language (preferable but not necessary)

I need a program to monitor a specific program on my Windows machine and take screenshots of a specific window every few seconds. Need to be precise of a specific window and save the files on the same computer Ideal skills and experience: - Proficient in Windows OS - Experience with desktop program monitoring - Ability to operate with minimal supervision - Reliable and consistent - Attention to detail

I'm looking for a Python tutor who focuses on teaching basic Python syntax and concepts to 9th-grade students through interactive lessons. During this 7days vacation, start urgently. Key Requirements: - The curriculum should cover basic Python syntax and concepts. - It should be designed for 10th-grade students. - It should utilize interactive lessons to engage the students. - Quizzes & assignments Ideal Skills: - Strong understanding of Python programming. - Experience in teaching or curriculum development for high school students. - Ability to create engaging and interactive lesson plans.

Project 01

...experienced AWS developer to help deploy a Python-based AWS Lambda function that processes files (PDFs and DOCX) stored in S3 and extracts text using libraries like pdfplumber and pytesseract. The Python code for the Lambda function is already written but needs to be successfully deployed in the AWS Lambda environment with all dependencies installed. The task includes: - Packaging the Python code and required dependencies (e.g., boto3, pdfplumber, pytesseract, pillow) for AWS Lambda. - Resolving compatibility issues, such as missing GLIBC_2.28 or other runtime dependencies. - Ensuring the function is fully operational and successfully processes files during testing. Ideal Skills: - Proficiency in AWS, particularly AWS Lambda and S3. - Experience with Python ...

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...personnalisation, gamification et accessibilité sur différents supports (web et mobile). Détails du projet : Objectifs principaux : Créer une plateforme intuitive et ergonomique, alimentée par une intelligence artificielle (API ChatGPT), capable de proposer des parcours d'apprentissage sur mesure. Développer des outils de microlearning, des flashcards interactives et des parcours progressifs (snaking learning) pour maximiser la mémorisation et l'engagement. Intégrer des fonctionnalités de gamification telles que des classements, badges, challenges, et compétitions sociales pour renforcer la motivation des apprenants. Fonctionnalités clés : - Génération automatique de ...

...posts, and media. Integrate authentication and role-based access control for different user types. Ensure mobile responsiveness and cross-browser compatibility. Collaborate closely to refine and implement additional features or improvements based on feedback. Requirements: Proven experience in building web applications with Django and TailwindCSS. Strong knowledge of HTML, CSS, JavaScript, and Python. Familiarity with database design and management (e.g., PostgreSQL, MySQL). Experience with integrating APIs and third-party tools. Proficiency in version control systems (e.g., Git). Ability to write clean, maintainable, and well-documented code. Experience with responsive design and UI/UX best practices. Preferred Skills: Experience with Docker and containerized development. Know...

I am looking to leverage Artificial Intelligence to develop a product that functions as a virtual assistant and a data scientist. This service would be aimed at local businesses, spec...in the Healthcare, Retail, and Real Estate sectors. Key Features: - The virtual assistant should primarily focus on appointment scheduling, helping businesses manage their time and resources more efficiently. - The data scientist component should provide business intelligence reporting, helping companies make informed decisions based on data analysis. Ideal Skills: - Proficient in AI and machine learning. - Experience in developing virtual assistants. - Strong understanding of data analysis and business intelligence reporting. - Knowledge of the Healthcare, Retail, and Real Estate industries...

I'm in need of a marketing strategist to help me promote my upcoming herbal products on Amazon. These separate products are designed to treat ailments like blood sugar, blood pressure, and joint pain. I am particularly focused on learning how to leverage Facebook as a primary platform, specifically through creating groups to engage potential customers, educate them about the products, and foster a community of loyal consumers. I am open to all other social media ideas, influencers, and TikTok, Videos etc. Key Tasks: - Discuss marketing strategy for Facebook - Create and manage Facebook groups - Create Facebook ads and manage or help me manage Facebook ads - TikTok ads - Suggest effective ways to use the group for product education and customer engagement - Help me manage other...

I need a professional video producer to help me create a technical skill demonstration video. The video should be suitable for all skill levels, from beginners to advan...professional video producer to help me create a technical skill demonstration video. The video should be suitable for all skill levels, from beginners to advanced users. The purpose of the video is to demonstrate a particular technical skill in a clear, engaging, and informative way. Ideal skills and experience for the job include: - Proficiency in video production and editing - Experience in creating tutorial or demonstration videos - Ability to present technical content in an accessible way - Understanding of what makes a video engaging for a wide audience - Good communication skills for collaboration during th...

I'm seeking an expert in EdTech to help build an online learning platform primarily for K-12 students. The platform will predominantly feature video lessons. Ideal skills and experience for the job include: - Extensive knowledge of the EdTech industry - Proficiency in developing online learning platforms - Experience in creating engaging video content for K-12 students - Understanding of the needs and learning styles of K-12 students - Familiarity with interactive elements to supplement video lessons - Ability to ensure the platform is user-friendly and accessible for young learners

I need assistance configuring my enterprise Python-Django application with a JavaScript frontend to run locally on my Windows system. The application has LDAP and other enterprise-level security settings that need to be commented out for local use. Key Tasks: - Setup: Configure a simple installation of the application on my local machine. - Dependency Installation: Guide me through the installation of all necessary Python and Django dependencies. - Database Configuration: Set up PostgreSQL as the local database for the application. - Security Settings: Identify and comment out the necessary enterprise Django settings. Ideal candidates should be experienced with Django, Python, and PostgreSQL. A clear understanding of enterprise-level security settings in Djan...

I'm in search of a data scientist with a ...sports and a high level of mathematical skills to help me predict future game winners from existing sports data. The primary aim of this project is to create a solution for betting purposes. Key Responsibilities: - Utilize historical game data and player statistics to develop predictive models. - Employ Python and potentially AI to enhance the accuracy of predictions. - Think creatively and analytically to generate unique solutions. Ideal Skills and Experience: - High proficiency in Python, with prior experience in AI preferred. - Strong mathematical skills. - Sports enthusiast with understanding of various sports. - Prior experience in data analysis and predictive modelling. - Creative thinker who can approach problems from ...

I'm seeking a Python programmer to assist with analyzing stock market data. Key responsibilities: - Utilizing Python to examine stock market data - Generating insights and trends from the data analysis Ideal skills and experience: - Strong proficiency in Python - Prior experience in data analysis - Familiarity with financial and stock market data - Ability to present findings in a clear and concise manner Sample Code is attached - it will get more complex than this and in future (2-3 months) maybe machine learning also but not for now.

I have the frontend of the web app built and deployed. I want you to connect the frontend with Google Spreadsheet. Read and write data from the frontend (Web App) to Google Sheet. Here is a tutorial reference of what I need you to know: >>>>>>>>>>>>>>>>>>>>>>>>> >>> If you want to win this job: Please start your proposal with examples of Web Apps you have created using Google App Script. >>>>>>>>>>>>>>>>>>>>>>>>> I'm looking for a highly skilled professional with extensive knowledge in Google Web App scripting. Key Responsibilities: - Designing and implementing data entry and storage systems for text, numbers, im...

I'm seeking a skilled Python developer with experience in Natural Language Processing (NLP) and Bert to deliver a functional prototype that identifies non-compete clauses in employment contracts. The system should leverage machine learning principles and be able to: - Identify non-compete clauses and the nature of restricted activities. - Provide a summary of all non-compete clauses mentioned in the contract. - Highlight these clauses within the contract for easy reference. - Offer an option to download the extracted summary. The contracts are in PDF format, and the system should recognize all types of restrictions and conditions within the contract, including geographic restrictions, time restrictions, and scope of work restrictions. The prototype should aim fo...

I am looking for a professional python developer with extensive experience in Langchain, Streamlit and Vector DB. enhancing data management or creating an AI-driven tool. Ideal Skills: - Proficient in Python - Extensive experience with Langchain - Expertise in Streamlit application development - Skilled in Vector DB management - Able to provide insightful recommendations Please provide your portfolio demonstrating relevant experience.

...Master’s/Ph.D. student in Computer Science or Mathematics to help with preparation for coding competitions (e.g., USACO, INOI, IOI) and technical interviews. Requirements: Prior experience in coding competitions is essential. Strong knowledge and experience in competitive programming, problem-solving, C++, and Python. Applicants from India or Pakistan only, please. About me: I’m an undergraduate student at UCLA majoring in Mathematics with a solid foundation in both C++ and Python. I’m passionate about coding and looking for a study buddy with similar interests and goals to collaborate on preparation for future interviews and challenges. Additional Details: My budget is limited. To confirm you’re not an AI/auto-generated response, please start y...

I'm on the lookout for a talented video editor who can help me edit my Instagram reels. The content will primarily be tutorial or how-to videos, and I prefer a smooth and minimalistic editing style. Key Responsibilities: - Edit tutorial-based Instagram reels - Implement a smooth and minimalistic video style - Integrate custom fonts as per our brand guidelines Ideal Skills and Experience: - Proficient in video editing software - Experience editing Instagram reels or similar content - Able to deliver a smooth and minimalistic editing style - Familiar with implementing brand elements into video content

I'm in need of a Python guru with a strong background in data analysis, specifically with scientific data. Key Requirements: - Proficiency in Python programming - Extensive experience in data analysis - Familiarity with scientific data interpretation Please note that I also have some automation tasks that might need to be handled, primarily centered around data scraping and file management.

I'm seeking a proficient data scientist with extensive experience in machine learning and cybersecurity. The project revolves around creating an anomaly-based malware detection system using unsupervised learning techniques. The model will be trained primarily on network traffic data. Key Responsibilities: - Develop an anomaly-based malware detection system using machine learning. - Utilize any machine learning techniques to train the model. - Work with network traffic data to identify potential threats. Ideal Skills: - Proficiency in machine learning, particularly unsupervised learning. - Experience in cybersecurity and malware detection. - Strong skills in data analysis and interpretation. Please provide exampl...

Project details as discussed. Will add-on the details later

I'm looking for a professional with experience in creating engaging online training content to develop approximately 5 hours ...prefer animated videos using AI voice as well for some of the content. - Subject: The course will cover various aspects of online learning, so a good understanding of online course content is crucial. - Level: The course is aimed at intermediate learners, hence the content should not be too complex or too simple. - Format: The training videos need to be interactive tutorials, not just lecture-style presentations or simple screen recordings with voice-over. Ideal skills and experiences for the job include: - Expertise in course creation and instructional design. - Ability to create engaging, interactive content. - Understanding of intermediate-level ...

In search of a talented 3D artist to assist with the final placement of elements in my retail environment render. The floor plan is complete, but the following items need to be placed: - Cash registers (x2) - Coffee machine - Bakery trolley (x1) - Work table - Coffee dispensers - Glass display cases - Logo signage - Ovens (x2) - Ice cream counter (x1) All the models are available for placement. The ideal freelancer for this project should be experienced in 3D rendering and familiar with retail environments. The final render should have a modern and sleek aesthetic. Please be prepared for immediate discussion and start on this extremely urgent project. I look forward to hearing from you all.

...The goal is to gather high-quality mathematics learning materials, focusing on problem-solving approaches and solutions. Project Scope Target Volume: 500GB of curated mathematical content including: - Problem sets and solutions - Mathematical reasoning processes - Academic materials from educational institutions - Multi-language content (primarily English and Chinese) - Coverage from high school to university level mathematics Content Requirements - Mathematical problems and detailed solutions - Step-by-step problem-solving processes - Expected answers and solution verification - Error analysis and corrections - Dataset source documentation - Quality assurance metrics Technical Requirements - Experience with educational data collection - Python programming skills - Data...