Pandas仕事

... Introduction to Data Analysis - CRISP-DM reference model - Data Analytics workflows - Distinction between Artificial Intelligence, Machine Learning, and Deep Learning - Roles and requirements of Data Engineers, Data Scientists, and Data Analysts in organizations Review of Python Fundamentals - Data types - Functions Data Analysis - Key Python modules for Data Analytics (NumPy, Pandas) - Data preparation process - Data mining algorithms in Python - Artificial Intelligence (AI) in the workplace - Introduction to specific AI technologies and their applications in professional settings Data Visualization - Exploratory Data Analysis - Insights - Data quality - Benefit analysis - Visualization with Python: Matplotlib, Seaborn, Plotly Express - Dat...

I'm looking for a proficient Python developer to assist in the ongoing developme...should have a solid understanding of clean code practices and a basic familiarity with Indian stock market concepts. Your role will not involve building the bot from scratch, but rather completing specific tasks or modules. Some specifications are available for the modules you will be working on, but you will also need to interpret and define some requirements yourself. Preferred Libraries: - Pandas - NumPy Skills & Experience: - Proficient in Python - Experience with algorithmic trading bots - Familiarity with Indian stock market concepts - Strong clean code practices - Experience with data collection and preprocessing - Experience with strategy development - Experience with execution a...

...données pour le stockage des données financières et des allocations. API Financial Modeling Prep : API utilisée pour récupérer les données financières (prix des actions, capitalisation, etc.). SQLAlchemy / MySQL Connector : Bibliothèques utilisées pour interagir avec la base de données MySQL. TQDM : Bibliothèque de gestion de la barre de progression pour suivre l'avancement du traitement des données. Pandas / Numpy : Bibliothèques utilisées pour le traitement et la gestion des données financières sous forme de DataFrames. Demandes pour le développeur : Finalisation des scripts : Les scripts doivent être finalisés pour assurer la gestion r...

...Experience with time-series data ingestion, ETL pipelines, and handling large data sets. Familiarity with Parquet or similar columnar data formats, plus database technologies. Quantitative & Financial Knowledge Strong understanding of options pricing and Greeks (Black–Scholes). Experience with Level 2 order book data and market microstructure is a plus. Programming & Libraries Python (NumPy, Pandas, Scikit-learn, PyTorch or TensorFlow, XGBoost, etc.). Familiarity with backtesting libraries or frameworks. Machine Learning & Statistics Ability to implement and tune ML models for time-series data. Knowledge of feature engineering, cross-validation, and overfitting mitigation. Project & Communication Clear communication, documentation, and version control (G...

...Key Responsibilities: - Implement integrations with both REST and GraphQL APIs using Python. - Ensure Google Sheets and MongoDB sync in real-time. - Build Google Sheets dashboard with editable input to adjust alert thresholds. - Automate alerts via Telegram. Ideal Skills: - Proficiency in Python. - Experience with REST and GraphQL APIs. - Google Sheets API and MongoDB integration expertise. - Pandas and Webscraping experience. - Knowledgeable in cryptocurrency.. - LunarCrush and DEX Screens experience a bonus. The project will involve pulling live data from API (both REST and GraphQL) then organising the data in google sheets to update every 1 minute. If successful more tasks will follow. To be considered you MUST answer the following: 1. How much experience do you have with ...

I'm looking for a skilled data analyst and Python programmer to create a code in Jupyter Notebook for analyzing data from Excel files. The project involves: - Primarily focusing on data analysis - Utilizing Pandas and NumPy libraries Ideal candidates should have: - Extensive experience with data analysis and Python programming - Proficiency in using Pandas and NumPy - Ability to work with Excel files - Familiarity with Jupyter Notebook Please include in your bid examples of similar projects you've completed. You are required to write the necessary program and create an effective presentation describing: The military spending of at least the top 10 nations (in military spending) Compare the data to that country’s GDP, Compare the data to the overall mili...

...para la ejecución del script Requisitos Técnicos Tecnologías Requeridas Python 3.8+ Pandas Openpyxl/XlsxWriter Jupyter Notebook Funcionalidades Principales Procesamiento de Archivos Lectura de archivos Excel (.xlsx) Capacidad de procesar múltiples hojas Manejo de archivos de gran tamaño Control de errores y validaciones Detección Inteligente de Tablas Identificación automática de tablas no delimitadas Soporte para tablas con crecimiento horizontal y vertical Procesamiento de múltiples tablas por hoja Manejo de diferentes estructuras y tamaños de tabla Tratamiento de celdas combinadas Extracción y Estructuración de Datos Detección automática de títulos/encabezados C...

...basic user manuals. - Compatibility: Accessible from major web browsers (Chrome, Firefox, Safari, Edge). 5. Technical Requirements The development must use: - Language: Python. - Framework: Django (Backend and Administration). - Frontend: Bootstrap or any CSS framework for responsive design. - PDF Generation: Tools like ReportLab, WeasyPrint, or Django PDFKit. - Excel Handling: Libraries such as pandas for data import. 6. Hosting and Cloud Services - Provide a secure and reliable hosting service. - Include an approximate monthly cost estimation for hosting and cloud storage services. 7. Deliverables - Fully functional and turnkey web application. - Migration of the initial database from the provided Excel file. - Basic user manuals. - 60-day post-delivery warranty for error...

Se busca desarrollador de Python con amplia experiencia en: • Scrapy. • Django. • Manejo de servidores Linux. • Pandas. Aparte de esos conocimientos debe cumplir estos requisitos: • Debe de dominar el castellano. • Incorporación inmediata. • Disponibilidad mínima diaria de 6 horas. • Dispuesto a cumplir un horario fijo. • Dispuesto a mantener reuniones telemáticas diarias. • Diariamente debe remitir al final de su jornada las horas empleadas, un resumen del trabajo realizado así como subir commits de su trabajo. • El control de las horas de trabajo se realizará por la aplicación de freelancer. • El precio de la hora de trabajo debe ser inferior a 8 €uros.

...requirements and deliver tailored solutions. ● Implement robust data models and structures to support business intelligence and analytics. ● Apply advanced Python programming techniques and leverage libraries like Pandas and NumPy to solve complex data challenges. ● Utilize relational databases and ORMs (e.g., SQLAlchemy) effectively for data management. Technical Skills Must-Have Skills ● Python Programming (Advanced): ○ Comprehensive knowledge of syntax, semantics, multi-threading, multi-processing, regular expressions, and exception handling. ○ Expertise in libraries such as Pandas and NumPy. ● ETLPipelines: ○ Proficiency in designing and implementing ETL pipelines for large-scale data projects. ● Object-Oriented Programming (OOP) (Intermediate): ○ Unde...

...project's primary focus is to ensure real-time synchronization and reporting with Google Sheets and MongoDB. Key Responsibilities: - Implement integrations with both REST and GraphQL APIs using Python. - Ensure Google Sheets and MongoDB sync in real-time. Ideal Skills: - Proficiency in Python. - Experience with REST and GraphQL APIs. - Google Sheets API and MongoDB integration expertise. - Pandas and Webscraping experience - Twitter API experience a bonus The project will involve pulling live data from API ( both REST and GraphQL) and then organising the data in google sheets to update every 1 minute. If successful more tasks will follow To be considered you must answer the following 1) How much experience do you have with REST and GraphQL APIS? List some projects...

We are looking for a Freelancer Python Developer of 3+ years of experience with skill of NumPy, Jupyter, MySQL, Mongo DB. Details are as below Required Skills & Qualifications:  3+ years of professional experience in Python development  Experience with data processing libraries such as Pandas: data manipulation, analysis, and handling. NumPy: Fast numerical computation Matplotlib: Visualization and generating reports SciPy/Math: Advanced mathematical, scientific, and engineering computations. Plotly: Interactive data visualization. Jupyter Notebook: interactive data analysis and report generation. Bokeh: Interactive visualizations for web reports.  Proficiency in Python frameworks such as Django, Flask, or FastAPI.  Strong understanding of object-oriented programming and de...

...developing custom scripts and tools, I streamline the process of diagnosing problems in operating systems, applications, and networks, ensuring minimal downtime and optimal I Offer: Automated Diagnostics: Build Python scripts to analyze system logs, monitor performance metrics, and detect anomalies. Identify root causes of errors or crashes using data parsing and analysis tools like Pandas. Custom Troubleshooting Tools: Create interactive Python applications to test and debug specific system components (e.g., hardware checks, API response testers). Develop tools to manage system resources, monitor disk usage, or track memory allocation. Error Resolution Automation: Write scripts to fix common issues, such as clearing caches, resetting configurations, or restarting services. A...

Connect to Rupeezy API for live data, buy/sell orders, and account details. https://vortex.rupeezy.in...and account details. Optional: Integrate ICICI Direct API for additional functionality. *1by4vdz*_gcl_au*MjEzNDUzOTMzMC4xNzI5Nzc0MjU4 Automate below Google Sheet. Development in Python, Node.js, or GoLang. Libraries: pandas, openpyxl, gspread, axios, etc. Timeline: Flexible but strict adherence to deadlines. Note: This is my second attempt after being scammed by a freelancer previously. If you are able to deliver this project, transparency and timely delivery are critical, with payments made based on milestones.

I'm seeking a Python developer to create an automated script that pulls daily stock price information for S&P 500 companies from public APIs. The script ...days, or more, depending on a single manual input. Key Features: - Data points to be collected: Ticker, Name, Low, High, Volume, Previous earnings date, Next earnings date, Running days since last earnings, Days to next earnings, Previous Fed meeting, Next Fed meeting, Days since last meeting, Days to next meeting. - Use of Pandas for data pulling and manipulation. - Output data to be stored in a CSV file. Ideal Skills and Experience: - Proficiency in Python and Pandas. - Experience with data extraction from public APIs. - Familiarity with stock market data and terminology. - Ability to create automated scripts...

### Task Overview: I need a **Pandas DataFrame expert** to **vectorize a loop-based algorithm** for time-series data. The task involves complex calculations to eliminate the need for Python loops, ensuring the solution is efficient and fast. --- ### DataFrame Details: The DataFrame contains the following columns: - `used_res` (Resource Used) - `res_cap` (Resource Capacity) - `qty` (Quantity) --- ### Algorithm Requirements: 1. **Step 1: Calculate Desired Quantity** - Compute the percentage: `percent_used = used_res / res_cap` - If `percent_used > target_value` (a static threshold variable), calculate `desired_qty` using the formula: ```python desired_qty = ceil(qty * (percent_used / target_value)) ``` - Store the result in a new column: `desir...

...meet business requirements, and load it into the target system or data warehouse. - Work with Python and Pandas for data manipulation and automation of workflows. - Leverage Snowflake as a data platform for efficient storage and processing of data. - Collaborate with stakeholders to understand data integration requirements and optimize ETL processes accordingly. - Troubleshoot and resolve any data quality or pipeline issues to ensure reliability and accuracy. - Create clear documentation for ETL processes, data flows, and transformations. Requirements: - Proven experience as a Data Engineer or similar role, particularly in building ETL pipelines. - Strong proficiency in Python and the Pandas library for data manipulation. - Expertise in working with Snowflake for data sto...

I am looking for an experienced Python Developer. The ideal freelancer should possess strong analytical skills and expertise in Python libraries such as pandas, NumPy, and Matplotlib, among others. Please note that this project does not currently require web development using Django, Flask, or FastAPI, nor does it involve creating automated scripts for web scraping, data manipulation, or file management.

I need a Python expert to build a simple trading script and a dashboard for monitoring trades. The script should be built using Python and pandas, and it should interact with a specific trading API. Dashboard Requirements: - Real-time data display: The dashboard should be able to show live data as trades occur. - Historical trade analysis: The dashboard should provide the functionality to review past trades and analyze their performance. - Automated alerts: The dashboard should be able to send alerts automatically based on certain conditions. Ideal Skills: - Proficient in Python and pandas. - Experience in building trading scripts and dashboards. - Prior work with trading APIs is a plus.

I'm seeking an experienced data scientist with LSTM (Long Short-Term Memory) model expertise to help me develop an anomaly detection system. The model will be analyzing the movement data of dogs, ...model expertise to help me develop an anomaly detection system. The model will be analyzing the movement data of dogs, specifically looking for any unusual patterns or behaviours. Key details: - The data is stored in CSV files. - The primary purpose of the model is to identify anomalies in the movement of dogs. Ideal skills and experience: - Proficient in Python and its data science libraries (Pandas, NumPy, TensorFlow, Keras). - Extensive experience with LSTM models and anomaly detection. - Strong understanding of working with time series data. - Experience in handling and proces...

...dynamic websites and APIs. Database Expertise: Strong knowledge of Amazon DynamoDB and database design. Ability to optimize database queries and structure for high performance. AWS Experience: Familiarity with AWS Lambda and CloudWatch for automation and monitoring. Basic understanding of AWS services for data handling and storage. Data Cleaning and Transformation: Proficiency in libraries like Pandas for cleaning and transforming scraped data. Deliverables: Functional web scrapers for target websites. A well-structured and populated DynamoDB database. Documentation on scraping processes and database schema. Automated scraping scripts scheduled for periodic updates....

...Narender, and I am writing to express my strong interest in the position requiring expertise in stock analysis with Python and Ollama. With a solid background in data analytics and a passion for financial markets, I believe my skills and experience align well with the role’s requirements. Why I’m Interested Python Expertise: I have hands-on experience in Python, particularly with libraries such as Pandas, NumPy, Matplotlib, and scikit-learn. These tools have enabled me to perform data cleaning, exploratory analysis, and predictive modeling in past projects. Ollama Integration: My familiarity with Ollama’s language model capabilities further enhances my ability to streamline data processing tasks, perform automated text analysis on market news, and generate ins...

...Narender, and I am writing to express my strong interest in the position requiring expertise in stock analysis with Python and Ollama. With a solid background in data analytics and a passion for financial markets, I believe my skills and experience align well with the role’s requirements. Why I’m Interested Python Expertise: I have hands-on experience in Python, particularly with libraries such as Pandas, NumPy, Matplotlib, and scikit-learn. These tools have enabled me to perform data cleaning, exploratory analysis, and predictive modeling in past projects. Ollama Integration: My familiarity with Ollama’s language model capabilities further enhances my ability to streamline data processing tasks, perform automated text analysis on market news, and generate ins...

I need a train...predictions to a file. 8) Model Export: - Export the trained model to ONNX format. - Export the trained model to PyTorch format. 9) Colab Notebook: - Develop the notebook in your own Colab account. - Provide the notebook so that it runs correctly in my Colab environment. General Remarks: - Use only up-to-date and widely recognized Python packages such as pandas, numpy, and matplotlib. - Include thorough documentation in the code. - The Jupyter Notebook must be provided as part of the deliverables, and it must run successfully on my side. - Payment will only be made if all parts of the project are completed successfully (see requirements above). - All communication and transactions must be conducted ONLY through F...

I will make a short notebook to run the attached models end to end, Save the predictions in a data frame using various tools such as Pandas and if needed ill add more tools to satisfy your requirements.

...of the analysis and simulations. Provide insights into whether the card sequence favors the player or the house. User Interface: Simple and user-friendly interface to input card sequences (manually or via a file). Display results in a clear, accessible format with tables and charts. Technical Requirements: Preferred language: Python (but open to suggestions). Use of libraries such as Pandas, NumPy, SciPy, and Matplotlib for statistical analysis and visualization. Modular and well-documented code to allow for future updates or enhancements. Ideal Candidate: Experience with statistical analysis and Monte Carlo simulations. Familiarity with casino games, especially blackjack, and understanding of their mechanics. Strong programming skills and attention to detail. ...

Objective: To develop a Windows-based program that automates the collection of specific information (phone numbers, business names, addresses) from a target website requiring login. The program will also compare newly extracted data with previously stored data to identify additions, updates, and deletions. It sho...Results (CSV/Excel)": Saves comparison results to a file. Table Display: Displays extracted and compared data clearly in a table format. Result Saving: Supports saving in CSV format by default. Optionally supports saving in Excel (.xlsx) format. Technical Requirements: Programming Language: Python Libraries: Selenium or Playwright for web scraping, including login and handling dynamic content. pandas for data processing and comparison. openpyxl/xlsxwriter for Excel...

I am an expert in data cleaning and processing using ML and Python libraries including Pandas and NumPy. I can transform your data into a clean and robust dataset ready for analysis. I am proficient in: - Machine Learning - Numpy - Pandas - - Seaborn Key Services: - Comprehensive data cleaning: I ensure that all missing data columns and rows are addressed, resulting in a dataset that appears 100% real. - Continuous service until satisfaction: I am committed to your satisfaction and will continue the cleaning process until you are fully satisfied with the results. - Timely delivery within budget: I value your time and will deliver the project within your budget. Though new to Freelancer, I am not new to data cleaning. I have a portfolio of previous work that I can share

I'm in need of a seasoned Python developer to create a trading bot for Delta Exchange. The bot should be capable of executing market orders, limit orders, and stop orders. The bot's trading strategy will be based on the M...be beneficial. Key Requirements: - Proficient in Python with robust experience in trading bot development - Strong understanding of algorithmic trading principles - Familiarity with the Martingale strategy - Able to implement the following risk management features: - Stop-loss and take-profit mechanisms - Maximum drawdown limits The bot should utilize the following programming libraries: - Pandas Ideal candidates will have a passion for trading and a proven track record in developing successful trading bots. If you meet these criteria, I would lo...

Consultor Freelance en Inteligencia Artificial y Machine Learning...la transferencia de conocimientos a nuestro equipo interno mediante sesiones de mentoría. Proponer las mejores prácticas y metodologías en proyectos de IA/ML adaptadas al sector financiero. Requisitos: Experiencia demostrable en la implementación de proyectos de IA/ML (se valorará experiencia en banca). Conocimientos avanzados en herramientas y librerías como TensorFlow, PyTorch, Scikit-learn, Pandas, entre otros. Experiencia en manejo y análisis de grandes volúmenes de datos, preferiblemente datos bancarios. Habilidad para d capacitar . Deseable: Experiencia en temas relacionados con análisis de riesgos, modelos de predicción de morosidad, seg...

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...

...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,...

...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...