Could AI Replace Programmers?
Is it the end of an era? Is there any point in learning how to be a programmer if it's going to get taken over in the future?
Product Label Printing System This Python application is designed to import product data from Excel files, scan product barcodes (or manually input product codes), and generate and print labels that include product information along with QR codes. The system uses Tkinter for the GUI, Pandas for data manipulation, SQLite for storing product data, QR Code generation with the qrcode library, and ReportLab to generate PDF labels. Additionally, Win32 APIs are used for printing the labels. Core Features: Import Product Data from Excel: The user can import product information from an Excel file (either .xlsx or .xls format). The Excel file should contain the order number in cell B1, and the product data starts from row 3 (ignoring the first two rows). The product data should have columns...
I am in need of a highly skilled Senior Python Engineer to assist with the backend of a web application. The id...Responsibilities: - Designing and implementing backend components. - Handling data processing and storage. - Developing robust APIs. Critical Skills: - Proficiency in Python and Flask. - Extensive knowledge of MongoDB and PostgreSQL. - Experience with object-oriented programming. - Understanding of scalable architecture. - Proficient in data extraction, transformation, and loading (ETL) using Pandas. This role will focus heavily on data processing and storage, as well as API development, so experience and skills in these areas are vital. The project requires a full backend development, so a full-stack developer would also be considered, but the primary focus is on bac...
...3. Performance Metrics: Achieve Dice coefficients of: CT: 88.3% T1 MRI: 85.0% T2 MRI: 86.3% Evaluate segmentation accuracy using Dice, Hausdorff distance (HD95), and Cohen’s kappa for inter- and intra-rater agreement. 4. Technology Stack: Deep Learning Frameworks: PyTorch/TensorFlow. Medical Imaging Tools: SimpleITK, NiBabel, ITK-SNAP. Data Preprocessing and Analysis: Python, NumPy, Pandas. Statistical Evaluation: SciPy, Scikit-learn. 5. Deliverables: Fully trained PanSegNet model for CT and MRI segmentation. Scripts for preprocessing, segmentation, and evaluation. Documentation for usage and integration into clinical workflows. Support for deployment and initial maintenance. Ideal Candidate: Expertise in deep learning and medical imaging analysis. ...
I'm looking for an expert in machine learning and data science to adapt the SHAP (SHapley Additive exPlanations) algorithm for a zero-shot multivariate time...zero-shot multivariate time series forecasting model (IBMs Tiny Time Mixers), specifically for sales data. The primary aim of this project is to enhance the interpretability of the model. In particular, we need to focus on understanding the impact of different features on the model's predictions. Skills and Experience Required: - Proficiency in Python and relevant data science libraries (e.g., pandas, numpy, scikit-learn) - Strong understanding of machine learning algorithms and their interpretability - Specific experience with SHAP or similar interpretability tools would be highly advantageous - Experience in tim...
...for visualizing IMD rainfall gridded data. Looking for Delhi NCR (India) location Key Features: - Visualization through heatmaps & line charts at a country level - Ability to filter data based on: - Date range - Geographical region - Rainfall intensity - latitude & longitude Ideal Skills: - Proficient in Python with experience in data visualization libraries like IMDlib, Xarrays, Geo Pandas etc - Prior work with creating dashboards with spatial analysis is a plus - Ability to understand and manipulate gridded rainfall data The purpose of the project is to develop a user-friendly dashboard that displays rainfall data as heatmaps spanning across the country on daily basis and an analysis of rainfall with some custom filters. The dashboard should be capable of f...
...Analysis: The script will continuously monitor the sequence of multipliers. * Trigger: A notification will be sent via Telegram when the multiplier fails to reach 3x for 12 consecutive rounds. * Automation: The script will run continuously or on a schedule with robust error handling and recovery mechanisms. Technical Requirements: * Proficiency in Python with libraries like requests, BeautifulSoup4, pandas, and python-telegram-bot. * Experience with web scraping, data analysis, and Telegram bot development. Deliverables: * A well-structured Python script. * A fully functional Telegram bot. * Clear documentation for setup, configuration, and usage. * A plan for efficient data storage (e.g., CSV, database). Additional Considerations: * Robust error handling. * Optimized p...
I'm seeking a talented Python expert with a strong background in data analysis for a project linked with my school and IIT Madras. Key Responsibilities: - Analyze datasets provided by the school using Python. - Apply appropriate data analysis techniques to extract meaningful insights. Ideal Skills: - Proficient in Python, particularly in libraries used for data analysis such as Pandas, NumPy, and Matplotlib. - Experience in working with various types of data, particularly numerical data. - Strong analytical skills with the ability to interpret and present data findings effectively. Please note that the data to be analyzed will be provided by the school. Previous experience with educational datasets would be an advantage but is not a requirement. Your ability to work indepen...
...Analysis: The script will continuously monitor the sequence of multipliers. * Trigger: A notification will be sent via Telegram when the multiplier fails to reach 3x for 12 consecutive rounds. * Automation: The script will run continuously or on a schedule with robust error handling and recovery mechanisms. Technical Requirements: * Proficiency in Python with libraries like requests, BeautifulSoup4, pandas, and python-telegram-bot. * Experience with web scraping, data analysis, and Telegram bot development. Deliverables: * A well-structured Python script. * A fully functional Telegram bot. * Clear documentation for setup, configuration, and usage. * A plan for efficient data storage (e.g., CSV, database). Additional Considerations: * Robust error handling. * Optimized p...
...details before presentation. User Experience Considerations: Ensure that the new visualizations and export features are user-friendly and enhance the overall user experience of the existing dashboard. Skills Required: Proficiency in Python and Flask framework. Strong experience with data visualization libraries (e.g., , D3.js). Knowledge of statistical analysis and data manipulation (Pandas, NumPy). Familiarity with front-end technologies (HTML, CSS, JavaScript) and frameworks (Bootstrap). Experience with sentiment analysis tools (TextBlob, VaderSentiment) is a plus. Experience with PDF generation libraries (such as ReportLab or WeasyPrint) to create editable PDF files. Deliverables: An expanded and visually appealing dashboard that incorporates new visual elements and analyse...
I'm looking for a professional skilled in Pyspark, SQL, and Python for a comprehensive data analysis project. The main focus will be interpreting and extracting insights from our datasets. Ideal Skills and Experience: - Proficient in Pyspark ...a professional skilled in Pyspark, SQL, and Python for a comprehensive data analysis project. The main focus will be interpreting and extracting insights from our datasets. Ideal Skills and Experience: - Proficient in Pyspark for large scale data processing. - Strong SQL skills for database management and queries. - Advanced Python capabilities, particularly in data analysis libraries such as Pandas and NumPy. - Experience with data visualization tools (e.g., Matplotlib, Seaborn) to present findings. - Prior work in data analysis is hi...
... * Automation: * Scheduling: The script should run continuously or at predefined intervals to ensure real-time monitoring. * Reliability: Mechanisms should be in place to handle potential errors or interruptions and resume monitoring. Technical Skills Required: * Python Programming: Proficiency in Python, including libraries like requests for web scraping, BeautifulSoup4 for HTML parsing, pandas for data manipulation, and python-telegram-bot for interacting with the Telegram API. * Web Scraping: Experience in extracting data from websites. * Data Analysis: Basic understanding of data analysis concepts for tracking sequences and patterns. * Telegram Bot Development: Knowledge of setting up and interacting with Telegram bots. Del...
Build an AI/ML Model for Car Valuations Using Existing Data Project Description: I ...performance metrics. • Instructions for running the model locally or on a server. What I Will Provide: • A dataset with car valuation information, including: • Car Make, Model, Year, Mileage, Valuation Data, and OTR prices. • Example format of input and output to guide development. Expected Timeline: • 1-2 weeks for delivery. Skills Required: • Machine Learning and Data Science • Python (pandas, scikit-learn, TensorFlow/PyTorch if needed) • API development using Flask/FastAPI • Data cleaning and feature engineering Budget: • Open to negotiation based on experience and deliverables. Important: Please include examples of past ML proj...
...GPT, BERT) to create viral content ideas tailored to each platform. Develop scenarios for posts and videos aligned with platform-specific dynamics. 4. Automation: Integrate developed solutions into a functional prototype that automatically generates content recommendations. What You Need to Succeed: 1. Advanced Technical Skills: Proficiency in Python and data processing libraries (Pandas, NumPy). Expertise in NLP libraries (Hugging Face Transformers, spaCy, NLTK, or TextBlob). Experience with official APIs or scraping tools (BeautifulSoup, Scrapy). 2. AI/ML Expertise: Experience in developing solutions using pre-trained AI models. Solid understanding of machine learning algorithms and their practical application. 3. Social Media Knowledge: Familiari...
...Enhancement - Enable parallel processing across multiple machines - Modify MCTS optimization for multi-machine scheduling - Adapt setup time and qualification management ## Technical Requirements · Python 3.10+ · Strong MCTS (Monte Carlo Tree Search) or similar optimization experience · Data structure transformation expertise · Production planning knowledge · Pandas/numpy proficiency ### Phase 1: Multi-Machine Enhancement · Design and ...
...strategies on historical data to evaluate performance. • Use Python libraries like Pandas, NumPy, or TA-Lib. 4. Risk Management: • Implement stop-loss, take-profit orders, and position sizing. • Real-time trade monitoring and alerts for risk management. 5. Low-Latency Execution: • Optimize order execution speed for scalping strategies. 6. Optional: • Simple user interface for monitoring trades (Flask or Django). • Machine learning modules for predictive price analysis (future enhancement). Skills Required: • Proficiency in Python for algorithmic trading. • Experience with Binance API and Alpha Vantage API. • Strong knowledge of trading indicators (RSI, MACD, etc.). • Backtesting experience using Pandas, NumPy,...
...files using pdfplumber and regex. Extracts key fields like: ID Constructie (Construction IDs) Suprafata constructie (Construction Area) Nr. CF (Land Registry Number) Nume Proprietar (Owner Name) Intravilan status (Whether the land is "DA" or "NU") Categorie de folosinta (Land Usage Category) The extracted data is saved into an Excel file using pandas and openpyxl. Issues Faced: ID Construcție & Suprafață Construcție: These fields are not extracted accurately. The correct logic should be based on the A1.x format for IDs and values following specific patterns. Currently, the function doesn't meet expectations. Inconsistent PDF Formats: PDFs often vary in structure, especially...
...Implement robust error handling to minimize downtime or inaccuracies. Preferred Skills and Tools: Backend Development: Python (Django/Flask) or Node.js. AI Integration: Experience with OpenAI APIs and fine-tuning models. Database Management: SQL (PostgreSQL/MySQL) or NoSQL (MongoDB) for secure and efficient data storage. Report Generation: Experience with libraries/tools like ReportLab, PDFKit, or Pandas for creating and exporting reports. API Development: RESTful API design for seamless integration with front-end or external tools. Debugging: Strong problem-solving skills to troubleshoot existing glitches. Deliverables: Backend system capable of processing and analyzing guided questions using Chat GPT. Automated report generation with options to save/export in standard formats. ...
...Insights: Provide recommendations on pricing strategies, inventory management, and targeted marketing based on the analysis. Expected Outcomes: Improved understanding of sales performance and customer behavior. Data-driven recommendations for optimizing sales strategies. Enhanced ability to forecast sales trends and allocate resources more effectively. Tools & Technologies: Data Analysis: Python (Pandas, NumPy), SQL, Excel. Visualization: Power BI, Tableau, Google Data Studio. The final report should include interactive dashboards in tools like Power BI or Tableau. The analysis will focus on sales data from an unknown time period. The analysis will focus on sales data from the last 1 year. The actionable insights will primarily focus on pricing strategies. The final report...
...Python-based app using Kivy that I want to package for Android devices. The app includes the following features: 1. Dependencies: The app processes Excel files using pandas. There also an image. 2. Widgets and Code: The rest of the app consists of Kivy widgets and Python code. Current Challenge: I am using Windows as my primary development environment and need assistance with: 1. Setting up a functional Linux environment (e.g., WSL, Virtual Machine, or Docker) to support Buildozer. 2. Configuring Buildozer to successfully package my app into an Android .apk file. 3. Resolving any issues related to the inclusion of pandas and other dependencies. 4. Ensuring the images and other resources are properly bundled with the app. 5. Guiding me through the process...
...model should achieve an accuracy level of 85. The expected timeline for the project is 1-2 weeks. Please also evaluate the model performance using Precision and Recall. A Decision Tree algorithm should be used for the gender detection model. Please use specific libraries or tools for evaluating model performance. F1 score Please use Scikit-learn for evaluating the model performance. Please use Pandas for data preprocessing. The text preprocessing should include normalization. Please use PyTorch for implementing the machine learning model....
...MySQL databases. Experience in working with Object Oriented concepts like Creating Classes, Inheritance, Constructors, Polymorphism, Overloading and Overriding. Knowledge in Model View Controller (MVC) frameworks like Django, Angular JS, Java Script, JQuery and Node.JS. Experience in Installation of various packages in python using pip and easy install. Knowledge in Python packages like Numpy, Pandas. Experienced with web-based application development using frameworks like Django and Flask . Actively participated in all phases of Software Development Life Cycle. Experience in writing SQL, Sub Queries, Stored Procedures, Triggers, Cursors and Functions. Expertise in establishing database connections for Python by configuring packages like MySQL- Python. Experience in working with ...
... * Automation: * Scheduling: The script should run continuously or at predefined intervals to ensure real-time monitoring. * Reliability: Mechanisms should be in place to handle potential errors or interruptions and resume monitoring. Technical Skills Required: * Python Programming: Proficiency in Python, including libraries like requests for web scraping, BeautifulSoup4 for HTML parsing, pandas for data manipulation, and python-telegram-bot for interacting with the Telegram API. * Web Scraping: Experience in extracting data from websites. * Data Analysis: Basic understanding of data analysis concepts for tracking sequences and patterns. * Telegram Bot Development: Knowledge of setting up and interacting with Telegram bots. Deliverables: * Python Script: A well-structure...
I need assistance in downloading and merging several Excel (or CSV) files from various online data...(zipcode, city) - Knowledge of USA geography is a plus (or experience working with different levels of shape files) Ideal skills and experience for this job include: - Proficiency in Excel and handling CSV files - Experience with data merging and manipulation - Familiarity with downloading files from online databases - Ability to follow instructions accurately - Proficiency in Python, especially the Pandas library for data manipulation Please ensure you have the necessary skills and experience before bidding. Thank you. any other programming language would be a plus in case you can also provide the replication file (e.g. stata or python) The final merged file should be in CSV/Exc...
... * Automation: * Scheduling: The script should run continuously or at predefined intervals to ensure real-time monitoring. * Reliability: Mechanisms should be in place to handle potential errors or interruptions and resume monitoring. Technical Skills Required: * Python Programming: Proficiency in Python, including libraries like requests for web scraping, BeautifulSoup4 for HTML parsing, pandas for data manipulation, and python-telegram-bot for interacting with the Telegram API. * Web Scraping: Experience in extracting data from websites. * Data Analysis: Basic understanding of data analysis concepts for tracking sequences and patterns. * Telegram Bot Development: Knowledge of setting up and interacting with Telegram bots. Deliverables: * Python Script: A well-structure...
...using SmartDraw ● UsePython libraries such as Pandas and NumPy for data manipulation and transformation. ● Develop database connectivity and interaction using libraries like SQLAlchemy and PyODBC. ● Participate actively in Agile/Scrum methodologies for project management and development. Required Skills Must-Have: ● Proven experience in data modeling and database design. ● Proficiency in SQL and PL/SQL for complex queries. ● Hands-on experience with AWS RDS, AWS Glue, and AWS Batch. ● Expertise in CI/CD Pipelines and Jenkins Deployment. ● Familiarity with AWS Aurora's scaling and replication capabilities. ● Advanced skills in database performance tuning and maintenance. ● Proficiency in Python programming and its associated libraries (Pandas, NumPy, SQLAlchem...
I need assistance splitting a large CSV file into smaller files. Each smaller file should contain 100,000 rows and repeat the hea...CSV file into smaller files. Each smaller file should contain 100,000 rows and repeat the headers from the original file. Ideal skills for this project include: - Proficiency in working with CSV files. - Experience with data handling and file management. - Familiarity with programming or software that can automate this process would be a plus. - Experience with data manipulation frameworks like Pandas or similar. I have a number of files that I need help with. One is is 50GB. Another is 10GB. There will be a few of these so I need you to help on several steps. BTW, I tried my own CSV splitter tool and it did not work (I assume the file size was t...
...plan over the gameweek horizon, detailing which players to transfer in and out for each gameweek. Display evaluation scores for each gameweek with and without transfers. Performance: Use an efficient algorithm to ensure reasonable runtimes despite the increased complexity of multi-gameweek optimization. Requirements: Programming Expertise: Proficiency in Python or C++, including libraries such as Pandas and PuLP. Optimization Skills: Experience with combinatorial optimization problems, especially in a sports or gaming context. Data Analysis: Ability to work with large datasets and create meaningful outputs. Fantasy Football Knowledge (Preferred): Familiarity with Fantasy Premier League rules and gameplay is a plus. Deliverables: Updated Python script with multi-gameweek transfe...
I'm currently working ...professional with Python expertise to help me structure it in Visual Studio Code in a professional manner. Key Responsibilities: - Structuring the project in VS Code - Ensuring the project is professionally set up - Providing insights on best practices Ideal Skills and Experience: - Proficient in Python - Experienced in data science project structuring - Familiar with VS Code - Knowledgeable in using Pandas, NumPy, Scikit-learn, TensorFlow, Matplotlib, and Seaborn - Able to provide best practice recommendations Ensure version control is set up for the project. Set up a customized directory structure as per detailed specifications. The project will involve structuring for supervised learning models. Include the following deliverable(s): project code,...
... * Automation: * Scheduling: The script should run continuously or at predefined intervals to ensure real-time monitoring. * Reliability: Mechanisms should be in place to handle potential errors or interruptions and resume monitoring. Technical Skills Required: * Python Programming: Proficiency in Python, including libraries like requests for web scraping, BeautifulSoup4 for HTML parsing, pandas for data manipulation, and python-telegram-bot for interacting with the Telegram API. * Web Scraping: Experience in extracting data from websites. * Data Analysis: Basic understanding of data analysis concepts for tracking sequences and patterns. * Telegram Bot Development: Knowledge of setting up and interacting with Telegram bots. Del...
I need assistance in downloading and merging several Excel (or CSV) files from various online data...(zipcode, city) - Knowledge of USA geography is a plus (or experience working with different levels of shape files) Ideal skills and experience for this job include: - Proficiency in Excel and handling CSV files - Experience with data merging and manipulation - Familiarity with downloading files from online databases - Ability to follow instructions accurately - Proficiency in Python, especially the Pandas library for data manipulation Please ensure you have the necessary skills and experience before bidding. Thank you. any other programming language would be a plus in case you can also provide the replication file (e.g. stata or python) The final merged file should be in CSV/Exc...
Python Lead Exp 10-12 Years (3+ Years in Handling Team ) Skills : Python frameworks: Flask, Django, FastApi PostgreSQL, , Couchbase Django and Pandas - 4-5 Years Mandatory Candidate should be strong in coding Skills Location : Remote NP Immediate - 15 Days
...sentiment analysis. The goal is to extract actionable insights from user reviews. Key Responsibilities: Web Scraping: Design and implement a web scraping solution using libraries like BeautifulSoup, Scrapy, or Selenium to collect review data from Google and Booking.com. Identify and extract relevant data points such as review text, ratings, and timestamps. Data Cleaning: Utilize tools like Pandas to clean the scraped data, handle missing values, duplicates, and irrelevant content, and normalize the data. Translation: Integrate translation APIs (e.g., Google Translate API) to translate reviews into a common language for consistent processing. Natural Language Processing (NLP): Implement NLP techniques using libraries like NLTK, SpaCy, or Hugging Face Transformers to preproce...
I need a Python expert who can compute phylogenetic distances for me using Bio python. This project is for an existing business, and the primary goal is data analysis. Ideal Skills: - Proficiency in Python - Experience with Biopython - Background in data analysis - Knowledge of phylogenetic distance computation - Experience with machine learning techniques - Fam... and the primary goal is data analysis. Ideal Skills: - Proficiency in Python - Experience with Biopython - Background in data analysis - Knowledge of phylogenetic distance computation - Experience with machine learning techniques - Familiarity with data visualization tools like Matplotlib or Seaborn - Experience in constructing and interpreting phylogenetic trees - Proficiency in using the Pandas library for data ma...
I need a Python program that can automate the generation of summary reports in Excel. Key Requirements: - The program should be able to generate reports as and when required. Ideal Skills: - Proficiency in Python and Excel - Experience with data cleaning, data entry, and report generation - Knowledge of creating...can automate the generation of summary reports in Excel. Key Requirements: - The program should be able to generate reports as and when required. Ideal Skills: - Proficiency in Python and Excel - Experience with data cleaning, data entry, and report generation - Knowledge of creating and manipulating pivot tables in excel and give the outputs as excel or PDF - Extensive experience working with Pandas for data manipulation. The program should import data from excel w...
...learning models and AI applications Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field Strong proficiency in programming languages such as Python, Java, or C++ Solid understanding of AI techniques, including supervised and unsupervised learning, reinforcement learning, NLP, and deep learning Proficiency in data manipulation and analysis using tools such as Pandas, NumPy, and SQL Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) for deploying AI/ML models Familiarity with containerization and orchestration tools (e.g., Docker, Kubernetes) Strong problem-solving and analytical skills, with the ability to work on complex data-driven projects Excellent communication skills and the ability to work collaboratively in...
...learning models and AI applications Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field Strong proficiency in programming languages such as Python, Java, or C++ Solid understanding of AI techniques, including supervised and unsupervised learning, reinforcement learning, NLP, and deep learning Proficiency in data manipulation and analysis using tools such as Pandas, NumPy, and SQL Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) for deploying AI/ML models Familiarity with containerization and orchestration tools (e.g., Docker, Kubernetes) Strong problem-solving and analytical skills, with the ability to work on complex data-driven projects Excellent communication skills and the ability to work collaboratively in...
...Enhancement - Enable parallel processing across multiple machines - Modify MCTS optimization for multi-machine scheduling - Adapt setup time and qualification management ## Technical Requirements · Python 3.10+ · Strong MCTS (Monte Carlo Tree Search) or similar optimization experience · Data structure transformation expertise · Production planning knowledge · Pandas/numpy proficiency ## Project Milestones ### Phase 1: Basic Integration · Imple...
I'm seeking an experienced Python developer for intensive training focused on Data Analysis and Visualization. The participants are beginners, so clear and comprehensive instruction is crucial. The training should cover the following libraries: - Pandas and Matplotlib - NumPy and SciPy - Seaborn and Plotly Ideal candidates will have extensive experience with these tools and a demonstrated ability to teach complex concepts in an accessible way.
...for image processing that will assist in preparing images for OCR, including resizing, filtering, and enhancing image quality. 3. EasyOCR - An alternative OCR library that utilizes deep learning models for high accuracy in text recognition. 4. Keras-OCR - A library built on Keras that provides pre-trained models for OCR tasks, especially useful for complex layouts or handwritten text. 5. Pandas - A powerful data manipulation library that will be used to create and manage the CSV output files. 6. XML Libraries (e.g., lxml or ) - Libraries for generating XML files from extracted data. 7. PDF2Image - A library to convert PDF documents into images if the invoices are provided in PDF format. However we encourage the freelancer to suggest other libraries to optimize
We are an agency focusing exclusively on Web Scraping, Data Extraction, and Lead Generation tasks. We work on complex and challenging projects and are looking for highly experienced professionals to join our team. Requirements: Strong expertise in web scraping and data extraction using Python. Familiarity with tools and libraries like BeautifulSoup, Scrapy, Selenium, and pandas. Ability to write clean, efficient, and well-documented Python scripts. Experience working on complex tasks with a focus on accuracy and performance. Hiring Process: Test Task: A paid test task will be assigned to evaluate your skills. Payment will be made upon successful implementation. Ongoing Work: For all future projects, submission of both Python code and data files will be mandatory. Why Join Us? ...
We are seeking a skilled developer to create a system that auto...Using the dashboard. Deliverables: Fully functional scripts for API integration and data cleaning. A relational database schema with sample populated data. Predictive analysis scripts or workflows for identifying opportunities. A basic dashboard for visualizing key insights. Clear documentation for system setup and usage. Requirements: Proficiency in Python and relevant libraries (e.g., requests, Pandas, SQLAlchemy, Dash, or Plotly). Experience with REST APIs (HigherGov, FPDS, , GovSpend, or similar). Familiarity with predictive modeling and algorithms (e.g., scikit-learn, NumPy). Knowledge of dashboard development tools (e.g., Dash, Tableau, Power BI). Strong communication skills to discuss and refine project detai...
I'm in search of a Python professional who can assist with data analysis primarily aimed at generating reports. Implement an object-oriented scooter rental management system for a rental shop that manages a fleet of scooters, handles customer rentals, and processes payments. Skills and Experience Required: - Proficiency in Python, especially in data analysis libraries (Pandas, NumPy, etc.) - Experience in generating meaningful reports from data - Ability to interpret and analyze complex data sets - Strong communication skills to convey findings effectively Please reach out if you meet these criteria and can help me with this project.
I'm looking for a Machine Learning expert to assist with a project focused on classifying text data. The primary goal is to develop an efficient algorithm for data classification. Ideal Skills: - Proficiency in Machine Learning techniques - Experience with text data classification - Strong programming skills, preferably in Python or R - Familiarity with libraries like scikit-learn, pandas, or NLTK Please provide evidence of your prior work in this area.
We need someone experienced to install Panda AI Pro on my Ubuntu DigitalOcean server following this setup: Please note, I already have an existing droplet on DigitalOcean, so the focus is solely on the installation of Panda AI and connecting Groq and our Ollama API to it
...with URLs For each URL: Perform web scraping (with caching) Analyze and categorize content Generate dynamic AI prompt Generate keywords via GPT-4/Claude Fetch search volume via Sistrix Export results to Excel with: Keywords with search volume Keywords without search volume ("Nulls") Statistics and metrics Technical Details: Python 3.10+ Main libraries: BeautifulSoup4, OpenAI, Anthropic, Pandas Caching system for URLs and keywords Rate limiting for API access Error handling and retry mechanisms Logging system for debugging Extension Possibilities: Enhanced content analysis (NLP, topic clustering) Competitor analysis functions API endpoints for external integration Improved GUI with more configuration options Configuration Requirements: API keys in .env: CopyO...
I'm looking for a skilled NLP expert to carry out sentiment analysis on product reviews. The reviews are in English and your task will be to determine the sentim...for a skilled NLP expert to carry out sentiment analysis on product reviews. The reviews are in English and your task will be to determine the sentiment expressed in these reviews. Ideal skills for this job include: - Proficient in Natural Language Processing techniques - Experience with sentiment analysis - Familiarity with text classification - Proficient in Python and libraries like NLTK, pandas, sklearn etc. - Ability to present findings in a clear and concise manner. Please provide samples of previous similar work in your proposal. The sentiment analysis results should categorize reviews as Positive, Neutra...
...com/jessieren/VirHostMatcher I require a Python implementation that works seamlessly in both Windows and Linux environments. The final output should be a CSV file identical to the input, but with an additional column containing the d2* distances. Key Requirements: - Proficient in Python, with a strong understanding of its syntax and functionality - Experience with data handling and manipulation using Pandas and NumPy - Familiarity with Biopython for potential bioinformatics related tasks - Ability to programmatically raise exceptions for error handling, ensuring robust and fault-tolerant code - Proficiency in working with CSV file operations, including reading, writing, and appending data - Experience in ensuring cross-platform compatibility for Python scripts in both Windows a...
... extracting headlines and summaries from the articles. Please provide all source code. Ideal Skills and Experience: - Proficiency in Python and web scraping - Familiarity with news websites - Understanding of Traditional Chinese Characters or ability to use google translate to understand the website's source and content. - Experience with data organization in Excel linked in python (recommend Pandas) - Ability to create efficient and reliable scripts on time and on budget. - Ensure you can handle this project BEFORE accepting it. We will have more projects in the future, we prefer to know your limits and pair you with projects matching your skill level. - We keep margins low with our client to favor volume over one time profit. - Website to be scraped does not have API an...
I'm seeking a data analyst and machine learning expert to help me analyze some time series machine data. The primary aim of this project is to facilitate predictive maintenance through the analysis. Key requirements: - Strong expertise in time series data analysis. - Proficiency in Python and pandas, particularly with machine learning. - Experience in developing predictive maintenance models. - Strong background in statistical analysis and hypothesis testing. - Capability to develop and implement machine learning algorithms from scratch. - Ability to develop methods for anomaly detection in time series data. - Experience in feature engineering for time series data. - Proficiency in using ARIMA models for time series forecasting. - Proficiency in model tuning and optimization ...
I need assistance with parsing JSON data from an API response into a Pandas DataFrame in Python. Key Requirements: - Ability to handle API response data. - Proficiency in Python and Pandas. - Capability to skip invalid JSON entries without raising an error. - Experience with data manipulation and cleaning in Python. Final Deliverable: - The final processed data should be outputted as a Python object. Ideal Skills and Experience: - Extensive experience with Python and Pandas. - Strong understanding of handling JSON data. - Prior experience with API data parsing. - Excellent problem-solving skills to handle data irregularities.
Is it the end of an era? Is there any point in learning how to be a programmer if it's going to get taken over in the future?
This is a detailed article describing 17 new tutorials one should try for machine learning knowledge.