Numpy where jobs

I'm seeking a skilled Python developer who can aid in creating, training, and testing a Convolutional Neural Network (CNN). Specific context about the desired classificati...be a working Python code able to solve a given image classification problem, producing corresponding output, which will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn), and machine learning (including Scikit-Learn, TensorFlow, Keras). - Convolutional Neural Networks - Experience with image processing tools and libraries will b...

I'm in need of a skilled developer who can create a comprehensive multitenant subdomain distribution system for my ecommerce business. The platform will be built on Laravel, and the system should incorporate the following key features: - User Authentication: A secure and efficient user authentication system is crucial to the success of this project. - Product Management: The system should allow for easy and effective product management, enabling me to efficiently add, update, and remove products from the ecommerce page. - Payment Integration: A seamless payment integration system is essential for the success of the ecommerce page. - Custom Domain Support: The system should also support custom domain mapping, allowing my tenants to use their own domain names. The design of the ecom...

I am seeking a Machine Learning engineer with proficiency in Python. You should be able to apply your skills to solve a classification problem with a text dataset. Key Responsibilities: - Develop and implement a suitable ML model for the text classification pro...ML model for the text classification problem - Conduct detailed data analysis and preprocessing Ideal Skills & Experience: - Extensive Python programming experience - Wide understanding and experience in Machine Learning, specifically in classification problems - Experience in working with text datasets - Familiarity with popular Python libraries used in ML such as scikit-learn, pandas, and numpy If you have a strong grasp of Machine Learning techniques, particularly in text classification using Python, then th...

...ideal freelancer will be able to analyze and troubleshoot my code to identify and fix any issues. - Package Installation: I'm using Django, Flask, and NumPy in my project, and I need help installing these packages correctly within my development environment. - API Integration: As part of my project, I need to integrate several APIs into my Python code. The successful freelancer will be able to guide me on how to implement these integrations effectively. Python Version: - I'm working with Python 3.x, so experience with this version is a must. Ideal Skills and Experience: - Strong Python development skills - Experience with Django, Flask, and NumPy - Proficiency in code debugging and troubleshooting - Previous experience with API integration - Familiarity with Py...

Logo Name: WebDevXio Description: WebDevXio is a website design and development agency specializing in creating cutting-edge digital solutions for businesses. Aspects to Reflect in the Logo: Website design and development Digital solutions Cutting-edge technology Creativity and innovation Design Approach: The logo aims for a sleek and modern look, reflecting the agency's commitment to delivering innovative web solutions. It incorporates elements reminiscent of coding languages and digital interfaces to symbolize the agency's expertise in web development. The color scheme is bold yet professional, projecting confidence and reliability. Ideally the main logo should look good and be legible both big and as a small icon. (As large as 1200 x 1200 pixels, and as ...

I'm looking for a skilled Python developer to help with web scraping and data analysis task...in using Beautiful Soup or Scrapy is essential. The person should be able to extract specific data sets from websites and present them in a structured format. - Data Analysis: Experience with Pandas and NumPy is crucial for this role. The ideal candidate should be able to manipulate and analyze large data sets efficiently. - Automation: Familiarity with Selenium for automating tasks is a plus. What I'm Looking For: - Experience: Please include details of your past projects and your experience with Python in your application. - Specific Libraries/Frameworks: A strong grasp of Pandas, NumPy, Beautiful Soup, Scrapy, and Selenium is highly desirable. Looking forward to r...

I'm in need of an experienced Python developer who can create a backtest for an existing strategy. Key Project Aspects: - Strong proficiency in Python is mandatory. - Familiarity with the following Python libraries: Pandas, NumPy, Matplotlib. - Experience in working with historical stock data. In this project, you will be using the Python programming language to develop a backtest for my trading strategy using historical stock data. The successful implementation of this brief requires a thorough understanding of the aforementioned Python libraries. Ideal Candidate: - The perfect candidate is a Python expert who has substantial hands-on experience with these libraries and backtesting strategies. - Experience with financial data analysis, particularly stock market data, will...

I’m in need of an advanced-level professional who can skillfully put together content regarding SQL and Data Science libraries, specifically pandas, numpy, scikit-learn, and matplotlib. Key Topics: - Thorough insight into SQL commands and functions - Comprehensive knowledge on data cleaning with pandas - Expertise in Machine learning with scikit-learn Purpose of The Content: - Strive to educate, serving as a tutorial guide - Adequate for usage in documentation Ideal skills: - Advanced expertise in SQL and Data Science libraries - Exceptional writing skills with the ability to communicate complex ideas simply - Proven experience in creating educational, tutorial, and documentation content. Please ensure your bid reflects your understanding of these requirements and your...

I am urgently seeking a Python guru to fix a function issue in my linear regression code within 3-5 hours. This code is built using Python libraries - NumPy, scikit-learn, and pandas. Please only get in touch if you can confidently resolve this within the specified timeline. Your strong experience in dealing with Python's syntax, particularly in the context of these libraries, will be highly valued.

More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Past work How soon do you need your project completed? Within a month

I'm looking for a programmer who can help me create a time series forecasting model using Python. The main aim is to predict the future default rates on lending loans based on past data. Key...loan for a different time period at different months. Use all data of all customers to predict the future default rates based on the given data. Moreover, if a new customer takes loan what would have been the default rates of that customer if the customer had joined some time back in the past. Ideal Skills and Experience: - Proficiency in Python and relevant data science libraries (e.g., Pandas, NumPy) - Strong understanding of ML Model especially LSTM will be preferrable. Your deliverables will include the forecasting code, any preprocessing steps needed, and documentation on how to...

I'm in need of a skilled Python developer with expertise in data analysis. Your main task will be to help me analyze and derive insights from a set of data. Key skills needed: - Python: Proficiency in Python is a must. - Data Analysis: Previous experience in data analysis and the use of relevant libraries like Pandas and Numpy is highly preferred. - Communication: The ability to translate complex data into clear, actionable insights is crucial. The project doesn't have a tight deadline, so I'm more focused on finding the right candidate with the right skills and experience. Aim for quality over speed.

I need a Python expert to perform data analysis on my database. Key Requirements: - Proficiency in Python: You should be well-versed in Python and its data analysis libraries such as Pandas and NumPy. - Database Management Skill: Experience with database systems would be helpful as the data is stored there. - Data Analysis Expertise: You should have a strong background in data analysis to make meaningful insights and reports from the database. Please note that the database management system is not specified, so you should have a good understanding of different database systems, preferably MySQL, MongoDB, or PostgreSQL. Your ability to work with different systems and extract relevant data will be crucial.

...Percentage of movement over xdays xPCMax = 10 // Percent variation xdays = 8 // number of days over which the variation is calculated Percent= (close/Close[xdays]-1)*100 with the condition: Percent >= xPCMax Then on the list of actions, you can select one of the filters from a drop-down list. Filters can be deleted, modified etc... Filters must be able to handle 4 conditions maximum. The yfinance, numpy and pandas libraries are installed on a dedicated PHP server...

I'm seeking a proficient Python expert to help analyze my company's sales data. This project would involve understanding the nuances of our sales trends, so proficiency in analyzing and summarizing large datasets is vital. - Task: The main task is data analysis. This will involve interpreting sales data and offering actionable insights that can help drive my company's sale...freelancer will be working with sales data. This requires a deep understanding of how sales trends are interpreted and the skills to summarize these findings effectively. Ideal Skills and Experience: - You should be a Python expert, with a solid background in data analysis. - A strong understanding of sales data and trends is needed. - Exposure to any kind of statistical package is a bonus (e.g., N...

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I have a detailed list of 45 requirements that need to be implemented into an Excel report. The primary goal of this report is data analysis. Key Responsibilities: - Implement 45 requirements into an Excel report - Ensure all requirements are met ac...into an Excel report. The primary goal of this report is data analysis. Key Responsibilities: - Implement 45 requirements into an Excel report - Ensure all requirements are met accurately - Optimize the report for effective data analysis The ideal candidate should have: - Proficiency in Python - Experience working with Excel - Strong understanding of data analysis - Proficiency in Pandas and NumPy If you have experience with similar projects and are confident in your ability to provide thorough, accurate work, please submit your...

I have a detailed list of 45 requirements that need to be implemented into an Excel report. The primary goal of this report is data analysis. Key Responsibilities: - Implement 45 requirements into an Excel report - Ensure all requirements are met ac...into an Excel report. The primary goal of this report is data analysis. Key Responsibilities: - Implement 45 requirements into an Excel report - Ensure all requirements are met accurately - Optimize the report for effective data analysis The ideal candidate should have: - Proficiency in Python - Experience working with Excel - Strong understanding of data analysis - Proficiency in Pandas and NumPy If you have experience with similar projects and are confident in your ability to provide thorough, accurate work, please submit your...

I'm looking for a programmer who can help me create a time series forecasting model using Python. The main aim is to predict the future default rates on lending loans based on past data. Key...loan for a different time period at different months. Use all data of all customers to predict the future default rates based on the given data. Moreover, if a new customer takes loan what would have been the default rates of that customer if the customer had joined some time back in the past. Ideal Skills and Experience: - Proficiency in Python and relevant data science libraries (e.g., Pandas, NumPy) - Strong understanding of ML Model especially LSTM will be preferrable. Your deliverables will include the forecasting code, any preprocessing steps needed, and documentation on how to...

I'm seeking experienced influencers with a minimum following of 5k across Instagram, YouTube, and TikTok. My objective is to significantly elevate b...Experience: - Minimum requirement: have over 5k followers across all social network - Proven experience as a social media content creator. - Previous experience in similar campaigns would be a significant asset. - Can deliver the work on time Qualified influencers adept at leveraging these platforms are welcome to submit their profiles for review. About our brand: LunarLens is a short video app where you can earn rewards while watching videos or inviting friends to join. The app is available on Google play and App store. website:  Download the app: ?Play Store: ?App Store:

...technology and business domains to deliver solutions that exceed expectations and drive tangible business outcomes. Key Objectives: Custom Software Development: Utilize Python to build tailor-made software applications that streamline processes, enhance efficiency, and provide a competitive edge to our clients. Data Analysis and Visualization: Harness the power of Python libraries such as Pandas, NumPy, and Matplotlib to perform in-depth data analysis, extract actionable insights, and visualize complex data sets effectively. Machine Learning Solutions: Develop machine learning models and algorithms using Python frameworks like TensorFlow, Keras, and Scikit-learn to enable predictive analytics, pattern recognition, and automated decision-making. Web Development: Create dynamic a...

I need a minimalist, user-friendly website with functionality to check the reader's internet upload and download speed in real-time. The results should be displayed in Mbps. For this project, there is no need to save or record any user results. Should display upload and download speedometer Ideal Skills: • Proficiency in front-end web development including HTML, CSS, and JavaScript. • Experience with real-time data handling. • Knowledge of bandwidth measurement methodologies. • Adherence to privacy laws and regulations, specifically regarding data retention.

I need to train a model with a dataset and need help with it. The objective is to guide me to run the available code by ordering it and training it with a dataset on google colab, also provide a document as a read me file to explain it. The code is of a research paper with the name Sequential Weakly Labeled Multi-Activity Recognition and ...Recurrent Attention Network. The link for the paper is Also the verified code is at and the ipynb notebook is attached below, the snippets are to be reordered in order to run it as per the research paper and train it with Uni-Mib SHAR dataset which is availabe in NumPy format. The needed documents are attached below

I am in need of a skilled Python developer who is also knowledgeable in stat...- The code should be capable of performing complex statistical and probability calculations, such as: - Descriptive statistics - Hypothesis testing - Regression analysis - Probability distributions - Conditional probability - Bayesian inference Ideal Skills: - Expertise in Python programming - Strong background in statistics - Experience with statistical libraries in Python (e.g., NumPy, SciPy, Pandas) - Attention to detail and ability to debug code effectively - Strong problem-solving skills and the ability to troubleshoot Please provide examples of previous work, particularly any projects that involve statistical or probability calculations. This will help me evaluate your suitability for ...

I'm in need of a professional who can assist me in setting up my Pycharm environment on Windows to en...professional who can assist me in setting up my Pycharm environment on Windows to ensure I can efficiently run some data science codes. Key Tasks: - Setting up Pycharm: Help with configuring Pycharm IDE on my Windows system for optimal performance when running data science codes. - Installing Specific Packages: I require assistance with the installation of data science specific packages like Pandas and NumPy, which are essential for my project. This project is crucial to my work, so I need someone who has experience in setting up Pycharm and installing data science packages on Windows systems. Good communication skills would be a plus, as I might require further assistance...

I am in need of a Python developer who is well-versed in Django, Flask, NumPy and can handle a variety of different tasks and projects. The purpose of the project is to build a web application for data processing and analysis. Ideal Skills and Experience: - Proficiency in Python - Experience with Django, Flask, NumPy - Strong understanding of web development - Previous experience with data processing and analysis - Excellent problem-solving abilities - Ability to work independently and collaboratively

I have a dat...missing values. I need an experienced data scientist or machine learning engineer to help me fill the missing values using machine learning techniques. Ideal skills and experience for this job include: - Proficiency in working with time series data - Strong understanding of machine learning algorithms and techniques - Experience with Python and relevant libraries such as pandas, scikit-learn, and numpy - Familiarity with handling and imputing missing values in datasets - Ability to work with 15-minute time intervals for data processing The successful candidate will be able to ensure that the filled values are accurate and representative of the original dataset to the best extent possible. The goal is to have a complete dataset that is ready for further analysis and...

Manual written in pdf. I need to read a certain part of the pdf manual when clicked. Depending on the section of the application

Requirement Description The project involves capturing frames from video streams, with a focus on detecting and recognizing Mercosur License ...recognizing mercosur plate characters from the same plates is required, with training data consisting of images pre-processed according to the aforementioned sequence. Tesseract must recognize the license plate characters with this single command: tesseract -l <trained-font-for-OCR> --psm 6 --oem 3 -c tessedit_char_whitelist=0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ- *Tools and Versions* Python 3.11.7 numpy==1.26.3, pytesseract==0.3.13, imutils==0.5.4, deskew==1.5.1, opencv-python==4.7.0 OpenCV 4.7.0 Tesseract 5.3.3.20231005 *Links*

I urgently need an experienced Python developer with MySQL skill. Key tasks: create a listener and writing the real-time tcp data to mysql by using Python • have to get tcmdump result by using Python • send real-tim...need an experienced Python developer with MySQL skill. Key tasks: create a listener and writing the real-time tcp data to mysql by using Python • have to get tcmdump result by using Python • send real-time tcmdump result to the MySQL server by using Python Ideal Skills: • Proficient in Python programming language and libraries associated with data analysis and visualization, such as Pandas, NumPy, Matplotlib, etc. • Ability to deliver results to MySQL server. Looking forward to working with a skilled and adaptable Python develop...

...Jupyter Notebooks - Proficiency in reading ASCII data from serial ports - Strong skills in analyzing data With thorough knowledge in these areas, the ideal freelancer can look forward to consistent engagement. They would be dealing with an exciting project that pushes bounds in interfacing hardware and software. code: import serial from serial import Serial import as plt import numpy as np from datetime import datetime import pandas as pd import time import re import as animation from matplotlib import style x = [] y = [] z = [] w = [] i = 0 n = 15 PollingRate = 1 byte = 32 ser = ('COM9',9600) Time0 = () TimeInitial = *3600+*60+ for i in range(n): z = (byte).decode('ASCII')

Hi all, I need a Chrome Extension that would add an extra field under (or beside) the ebay price (in any search lists, seller lists and auction pages) if the ebay auction title words match two columns of a MYSQL database that is converted to a json data via php. So the data source is a url that contains the json data of the data table. If the ebay title contains a specific "name" and "a additional information" that matches with both columns of the json data, the google chrome extension should show a price next to the ebay price from the same json data row that is in an extra "price" column. If you have any questions, please contact me. Best greetings

As an owner of a news website built on WordPress, I am looking for an experienced developer who specializes in WP theme customisation. Key Tasks: - Integrate VMIX and OBS live stream players to my site - Arrange video and audio content to display via these players. Skills and Experience: - Profound expertise in WordPress theme customisation - Extensive background in integrating VMIX and OBS players into websites - Proven record in working with video and audio-oriented websites. Your job will be to carefully integrate these specific stream players into my site while ensuring a balance in functionality and design. The end goal is to have both audio and video live stream content display in a user-friendly, smoothly functioning manner. Previous experience in similar projects will be high...

More details: Which photo editing software would you like the freelancer to use? Adobe Photoshop What type of adjustments do you need besides exposure? Noise reduction, Sharpening What is the desired output format for the edited photo? JPEG

I have a WordPress installed at which has installation directory as ) and I have the admin login for but it is redirecting to . I need you to replace the .htaccess in public_html folder of . I will give you the WordPress login for . My max budget for this project is 5 USD. So please do not bid more than 5 USD for this entire project. We are a company running successfully for the past 14 years. Please consider this as a test project. If successful more projects will be given on daily basis. This is a 15 min job if you know what you are doing.

...project for a task-specific application. I require two separate code versions of the implementation of the Laguerre method for finding polynomial roots: 1. Python Version: - Accepts input coefficients for the polynomial - Calculates roots using the Laguerre method - Handles given epsilon value - Outputs a list of roots - Plots the polynomial and its roots Please, do not utilize the numpy or any other library for these functionalities, I need pure Python code. 2. Scheme Version: - Accepts input coefficients for the polynomial - Calculates roots using the Laguerre method - Handles given epsilon value - Outputs a list of roots Again, I would like this version to be implemented without the use of any external libraries. Ideal candidates for this pr...

...experienced Python developer with a solid background in scientific computing, data analysis, and the development and deployment of Python-based microservices, particularly in an AWS environment. Our project focuses on enhancing a curve-fitting system used in fluid dynamics to model and predict properties of various fluids under differing conditions. The initial codebase is utilizing libraries like NumPy, pandas, and SciPy for numerical computations and optimizations. The selected developer will not only integrate new fluid properties into our model but also ensure the system efficiently processes the increased dataset complexity while maintaining precise prediction capabilities. Key Responsibilities: - Conduct a thorough review of the current Python codebase, focusing on its ...

Takes...a few hours!! I'm seeking a Python developer with experience in data analysis and visualization to accomplish a beginner-level project. The primary feature will be the utilization of business data for analysis and processing. Key attributes of this project include: - **Skillsets Required** - Python programming, specifically for data analysis. - Experience with libraries such as Pandas, NumPy, Matplotlib and Seaborn. - Comprehension of business and financial data. - **Project Outcomes** - Ingestion and processing of hotel data. - Generation of interactive visual graphs from processed data. Please note, the ultimate expectation is to deliver a Python solution that can analyze, process, and transform data into interactive visual graphs. Base your bid on t...

I'm seeking a professional software developer to create an algorithm for inverse matrix, determinant, and rank calculation. Key traits for applicants to succeed in this task include: - Proficient in ...determinant, and rank of the inputted matrix. Handling of errors such as impossible-to-invert matrices was not specified, therefore the developer can use their discretion. In Python language, it is allowed to use external libraries only for numpy and only for code vectorization purposes. This means you should not use libraries like , , etc. In Haskell language, you should not use any external libraries at all, except for those taught in the course (like Hmatrix). In projects, you should not copy code from libraries where such algorithms are already implemented.

I am looking for a proficient C# developer to incorporate an auto code suggestion feature into my Vsix project. Although I didn't specify particular features for the auto code suggestion, I would expect the expert to bring forward ideas on how to improve code efficiency and readability. I imagine functionality could include code snippet prediction, syntax error suggestion, or function parameter suggestion, but I am open to professional suggestions. The triggering mechanism for the auto code suggestion is also yet to be decided. Options could be a keyboard shortcut, mouse hover, or manual button click, among others, and I would appreciate the hired freelancer's input in this regard. Skills Required: - Strong proficiency in C# - Experience with Vsix projects - Ability to des...

I will provide demo video of how the website should look like. Please watch it and also read the other description mentioned below. Some stuff that I have mentioned here, are not mentioned in demo video . like the features of shop, admin panel. payment. YOU SHOULD CREATE A PRIVATE GIT HUB REPOSITORY WHICH HAS ALL THE CODE AND SEND IT TO ME. I want to run the website on LOCALHOST. I wont be HOSTING it. The name of the website is RenderzHub. Have a look at as it has the features that I need in my website. But don't go to put efforts in making it exact as artstation. Languages to be used: Front-end: HTML, CSS, JavaScript using React.js framework. Back-end/Database: PHP with MySQL. The website should have following: • Starting page: Page that is shown when website is vis...

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I would need help withe the complete MVP, frontend in React/Angular and backend in Node.js with database setup for this project. Let me know if this is something you will like to work on and we can take it forward. More details: Is this project for business or personal use? Personal What information should successful freelancers include in their application? Detailed project proposals How soon do you need your project completed? ASAP

...Processing (NLP), Collaborative Filtering, and Neural Networks - Preference for experience with related frameworks and libraries such as TensorFlow and NumPy Project Needs: - Handle various types of product data including text descriptions, image data, and customer reviews. Your models should be capable of intelligently analyzing and utilizing this data for improved search results and recommendations. Skills and Experience: - Extensive experience in machine learning model design and implementation - Proficient in Java programming language - Proven expertise in NLP, collaborative filtering, and neural networks - Familiarity with LLMs, TensorFlow, and NumPy would be a bonus To make an informed bid, please ensure that you have the above-stated skills and experiences. The r...

...who is open to a full-time offer at a later stage. We are willing to increase substantially the salary later on with a potential bonus/equity that could multiply the base salary if the person and the strategies performs well. This means we could aim to multiply what you would be earning at the beginning. 3. What are we looking for? A Python developer who has experience working with Pandas and Numpy ideally. You will be assisting across different back-end tasks, as well as interacting with APIs from different exchanges. You will also manage a significant amount of data. I need a skilled Python developer who can help me in two main areas: Data analysis and automation scripting. Both of these tasks will be executed using APIs as the primary data source. Here's how I envisio...

...equations. Building code to calculate Matrix exponential using Taylor series to calculate exponent. The user must upload a matrix of size 1000*1000 plus epsilon error and get the exponential matrix. It is required to compare epsilon to the Lagrange form of the remainder. If the remainder is smaller, we will return the exponential matrix to the user. It is forbidden to use library functions like numpy or scipy I need to calculate an exponential matrix of M How do I calculate e^M using a Taylor column for the function e^X when the formula is as you know it is sigma from i to a certain n (which I need to find) of M^i/i! Now how do I know which term I need to calculate the matrix in order to reach the precision of an exponential matrix? Thanks to the Lagrange form of the remainder...

...trends within the data. - Experience with data visualization is a plus, though the main focus will be on data cleaning and statistical analysis. ** Ideal Skills and Experience: ** - In-depth knowledge of Python programming for handling and analyzing data. - Familiarity with data analysis libraries in Python (e.g., pandas, NumPy, SciPy, matplotlib). - Strong analytical skills, with a knack for identifying significant patterns and trends. - Previous experience in projects where pattern identification was key to success. With the goal of identifying patterns and trends, the selected freelancer will play a critical role in providing insights that help inform strategic decisions. If you have a strong background in Python-based data analysis, with specific expertise in data cl...

I'm in urgent need of a proficient Python developer with expertise in utilizing popular libraries such as Pandas, NumPy and Scikit-learn to accomplish key data analysis and automation tasks. Here are some details about requirements: - Handle data analysis using Python, specifically with Pandas, NumPy and Scikit-learn. - Data to be processed is in .txt format and less than 1GB (small size). - Take on automation tasks using Python, requiring your understanding of respective libraries. - Strong experience with data handling and manipulation is necessary for this job. Ideal candidate is detail-oriented, accurate and can deliver results on schedule. Demonstrated experience in Python-based data analysis and automation is an advantage.

...concentration and electrostatic potential within the device. Skills Required: Proficiency in numerical methods, especially in the Finite Element Method (FEM). Strong background in semiconductor physics and a comprehensive understanding of semiconductor transport equations. Experience with mathematical software or programming languages for FEM implementation (e.g., MATLAB, COMSOL, Python with SciPy and NumPy libraries), with the ability to work with documentation and resources in German. Capability to visualize and interpret simulation results effectively. Deliverables: A comprehensive report detailing the methodology for discretizing the equations and applying boundary conditions, written in either English or German. The source code for solving the nonlinear system and executin...

...Python developer to assist me with creating a tool with specific emphasis on automation tasks along with data storage and analysis. Key Tasks: - Implement data automation tasks - Store and analyze numerical data Skills Required: - Solid experience with Python: Though it would be a beneficial bonus, this project does not require expertise in managing databases or user interfaces. - Fluency with NumPy: Due to the nature of the data and the tasks at hand, specific proficiency with this library is critical. - Experience with data automation and analysis tasks: ideally, the freelancer has worked on similar projects before and can hence get up to speed quickly to implement effective solutions. This is not a beginner's project, so please make sure you match the qualificatio...