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- poslovna inteligenca na Microsoft tehnologij tako on-premise kot v Cloudu - Programski jeziki: DAX, MDX, C#, TSQL, SQL, python, spark
I'm looking for a skilled Python developer who can help me with two key areas: revamping the structure of my code for efficiency and readability, and aiding in the creation of data visualisations. Key Tasks: - Code Improvement: enhancing the structure of my Python code. - Data Visualization: We'll be working on creating a range of data visualizations, including charts and graphs as well as interactive dashboards. You should have experience in creating these in Python. Ideal Skills and Experience: - Strong Python programming skills - Proven track record in code improvement - Previous experience with data visualization, particularly in Python - Familiarity with visualization libraries such as Matp...
hi There, We are looking for a developer with substantial expertise in Text-to-Speech (TTS) technology, and AI. Our project involves creating a Text-to-Speech and Translate and replace Audio Line solution for the Kurdish language. *****About Our Tool***** We Build a Tool that have as Frontend WPF and as Backend Python and Django and as DB is MongoDB The Tool is ready to use and u will get access when we Start ****How we will Work*** We have Server that have enough resources that will help u to work on the Tool We will create a RDS Access for u where u can access to the System and Start ur work using our Server "VMWARE" ****What is your Work***** Coz u dont speak our kurdish Language we must train the tool by our self, thats mean u have to...
I am seeking a developer or researcher to create a simple script for spatio-temporal collocation between ground-based sensors and Sentinel-5 NO2 data. The primary goal of the script is to help us prepare the pipelines for statistical linkage of ground-based observations and satellites This is a relatively simple task for those who have such competencies We provide - Links to our sensor data so you comprehend the format - Guidelines on what Sentinel-5 data we need - Technical task description Output - Python script that can collocate our sensors in spatio-temporal scales with Sentinel-5 - You can do it using example of one sensor only, we will scale it up - The script should be able to have customizable temporal collocation: hour, day, month (average...
I'm urgently in need of a Python specialist to accomplish an assignment using Jupyter Notebook. The task involves reading and merging multiple Excel sheets, and subsequently creating visual representations for the collated data. Key requirements are: - Deep knowledge of Python for data analysis - Proficiency in creating Bar Charts, Scatter Plots, and Line Graphs. - Strong skills in Excel data manipulation. Required libraries/packages expertise: - Matplotlib - Seaborn - pandas Your responsibility will be to decode the problems presented, manipulate provided Excel data accordingly, and present the output in an understandable visual format. Previous experience in similar tasks will be highly regarded. Will show the work...
The pay rate is $5 per haiku that I use. I am looking for 10 to 20 haiku to be used in greeting cards. I am producing greeting cards called Brutally True Haiku. Each card will have a humorous haiku that addresses one of those brutal truths that we need to know but don't want to hear. A couple of amateur examples: You are bad at sex Porn is not education Ask me what I like He does not text you Because he does not want to Don't complicate truth I am looking for haiku that are humorous in their simple truth. (They are actually only funny if you are not the receipient). They should not be malicious and they should not be so softened that the brutal truth is obscured. They should not have flowery poetic language. Some possible subjects are alwa...
I am looking for a Fullstack Developer, preferably located in Chennai, who can work in our office on a daily basis. The key skills and experience required are: - Expert proficiency in HTML/CSS - Experience in JavaScript and Python will be a plus The developer will be primarily tasked with improving the design of our existing website. A key requirement will be to provide a rich and intuitive user interface, in addition to functional aspects. An advanced level of expertise in HTML/CSS is non-negotiable as the candidate will be expected to optimize web elements to enhance user experience.
...enhancement aims to streamline the shopping experience, allowing users to perform precise searches and thus improve overall user satisfaction and conversion rates. Key Requirements: Size Filter: Implement a filter for children's clothing sizes ranging from 0-6 years. This should include a series of checkboxes allowing selection from predefined sizes available in our product database. Shoe Size Filter: Similar to the clothing size filter but specifically for children's shoes, covering German shoe sizes 17 to 28. The filter should dynamically display only the sizes available for the products listed. Gender Filter: Enable filtering by gender—boys, girls, and unisex—using checkboxes. This should cover all product categories. Color Filter: ...
...looking for a skilled Python programmer to assist in creating a metrics system for my data analysis project. Below are the key aspects of the project: - Data Type: The project will primarily involve the processing and analysis of text data. Prior experience with this data type is a definite advantage. - Goal: The main objective of this project is to perform in-depth data analysis. I need the freelancer to assist in developing metrics and calculations for the data. - Deliverables: The final output should be presented in a report format. Ideal skills for this project would include expertise in Python, data analysis, experience with text data, and the ability to create comprehensive reports. I want to...
I'm in need of a talented and experienced web designer to create a user-friendly business website that primarily showcases the services we offer (lawncare, hedge trimming, garden maintenance, pressure cleaning). The ideal candidate will be able to incorporate a photo gallery, testimonials section, and service booking system. Key Responsibilities: - Design a professional, visually appealing business website - Prioritize showcasing our services - Implement a photo gallery to display our work - Include a testimonials section to build trust with potential customers - Integrate a service booking system for easy customer interaction Requirements: - Proven experience in web design, particularly in creating business websites - Strong portfolio showcasing previous...
...2/ Linking all links to pages together 3/Setting up locations etc 4/ Editing dashboard links etc 5/ Implementing a reviews option for employers to rate jobseekers 6/ Adding a Editable Employment contract document for employers to add with every job posting 7/ Implementing a Video and Photo upload option for employers job posting and for jobseekers profile postings 8/ Basic SEO for the website basically everything to get this site up and running smoothly Only interested in programmers that can fully have this complete and running for us I'm looking for a talented and experienced freelancer to help me edit a template website. The changes required for this project include: - Layout modifications: I need the w...
...professionals in the real estate industry. The goal is to drive these professionals to fill out a contact form, all while conveying the message of 'great value'. Key Points: - The landing page should be optimized for lead generation, ensuring a high conversion rate from visitors to contacts. - It needs to be tailored to resonate with real estate professionals, making use of industry-specific language and imagery. - The call-to-action (CTA) on the page must be centered around a contact form. The design and placement of this form should be carefully considered to maximize completion rates. - Additionally, you will be responsible for crafting and executing a social media campaign to drive targeted traffic to this landing page. Ideal Skills & Exp...
I'm looking for an experienced Python developer to debug a Python code that uses Gurobi to solve Vehicle Routing Problems. The main objective of the solution is to optimize delivery routes, minimize total distance traveled, and maximize the number of deliveries completed in a day. Although the specific bugs are not defined, the dev will need to identify and correct them to ensure the program runs smoothly. The solver should have the ability to handle time windows for deliveries with certain flexibility, meaning although it should generally adhere to the set time frames, it can deviate somewhat when needed. Ideal candidate should have: - Strong Python programming skills - Experience with Gurobi - Experience with Vehicle Routing Problems - ...
See we have done our list of business tasks using python file and connect with rabbitmq but it's putting more load to server, we need better automation on Skype: 1. We will share u the python file once u send ur detailed action plan. 2. It's 50 usd task, pls do effectively and achieve better results. Once it's done we need to do same with WhatsApp API also to send this screenshots and followup. I currently have a Python file that automated various tasks in my business. Unfortunately, it's affecting our server load negatively and I'm looking for an expert to enhance this system. The tasks to be automated daily on Skype include: - File Sharing - Message Scheduling Furthermore, I need some unique features incorporated in ...
...not met our requirements, necessitating a custom solution. ✔Specific Requirements: 1. Ability to read QR codes from multi-page PDF files, multiple PDF files, and image files such as JPGs and PNGs. 2. Capability to analyze the data within the QR codes and format it into CSV files. 3. Development must be done in either Python or JavaScript. ✔Skills Required: -Experience in development with Python or JavaScript. -Knowledge of OCR technologies and QR code reading techniques. -Experience in handling PDF and image processing. ✔Project Goals: The goal is to efficiently extract data from various files provided by clients, automating and enhancing our operations. The finished program must be able to accommodate the diverse file formats we regularly receive. ...
I am searching for an AI specialist who can help set up a TikTok account primarily focused on generating viral content for teenagers and young adults. Key Requirements: - Master the use of AI in content creation for TikTok. - Experience with creating engaging content such as dance challenges and lip-sync videos. - An understanding of teenagers and young adults' preferences on TikTok is advantageous. - Aimed at increasing the engagement rate through unique and compelling content. Ideal Skills: - Proficiency in AI - Experience in TikTok content creation - Understanding of teenage and young adult interests This project requires creative input and technical skills to leverage AI in the creation of viral TikTok content. The succe...
I’m in need of a skilled freelancer proficient in C, C++, and Python programming languages. Your primary role will be to develop a software application from scratch. Having a strong background in these languages is crucial because the software will be built simultaneously in all three languages. Ideal Skills: - Advanced knowledge in C, C++, and Python - Proven experience in software development - Strong problem-solving skills - Ability to work collaboratively and independently Please note that code optimization was not highlighted as a priority for this project. This should allow you to primarily focus on building a functional and reliable software application.
I'm looking for a skilled software engineer to create a self-learning automation software that will handle my assignments and projects while I'm away. Key Responsibilities: - Develop a self-learning automation software - Automate repetitive tasks that are typically part of assignments and projects - Ensure the software is designed for self-learning to improve its efficiency over time Preferred Skills: - Proficient in Python, familiar with AI agents - Experience in developing self-learning software preferred - Knowledge of LLMS (Local Learning Management System) is a plus The main goal of this project is to create a software that can independently handle my assignments and project tasks, continuously improving its efficiency through self-lear...
Hi there, Please check recently great results and client appreciation - To ensure your site gets the traffic it needs without being penalized by Google, we only use white hat SEO tactics Improved Google Rankings, Quality 200+ Backlinks, and Increased Traffic, Conversion Rate, and Conversion Rates are our monthly goals. SEO (ON-SITE OPTIMIZATION): ON-PAGE OPTIMISATION 1. Optimization of Title Tags 2. Optimization of Meta Description Tags 3. H1, H2 tag Optimization 4. URL Optimization 5. Optimization of italics and bold tags 6. Analysis of non-index attributes 7. Robots Optimization 8. Image Analysis & Optimization of Alt 9. H1, H2 analysis, and Optimization 11. Optimization of external Links 10. Analysis
I need a Python expert who can create a trading bot for me. This bot will not be tied to any specific trading platform, only related to Indian Stocks but rather designed to be adaptable and functional across various platforms. The bot will need to be able to perform the following tasks: - Data analysis: The bot should be equipped with moving averages, MACD, and RSI indicators for effective analysis and decision-making. - Web scraping: The ability to gather data from various sources is crucial for the bot's functionality. - Automation: The trading bot should be capable of executing trades autonomously based on predefined trading strategies and indicators. Ideal candidates for this project would have: - Profound knowledge and experience in ...
As a business, we need a skilled Python Developer to help us with data analysis. Your responsibilities will include: - Analyzing unspecified sets of data to help us make informed decisions about our strategy and operations - Presenting your findings in an easy-to-understand format, with clear implications for our business The ideal freelancer for this project has proven experience with data analysis using Python, knowledge of statistical analysis, and strong problem-solving skills. While not a must, prior experience with business or economic data analysis would strengthen your bid. Don't hesitate if you're up for the task. We are looking to get started soon, preferably finishing within a month.
...logo design expert to create an impactful visual identity for my corporate advisory firm, 'LightHorse Group'. We are headquartered in Australia and service National Security and Defence Companies. Logo Color: - While the colors are TBC, the preference as of now is for Black & White with one accent color. Alternatively, a single color may be used. Logo Symbol: - For the design, I would like an abstract representation that incorporates symbols or icons related to security or defence. We do not want to use icons that are overly "militaristic." So, no bullets, bombs, guns, etc. We are looking for something abstract. Our name, "LightHorse" refers to the Australian Light Horse regiment of mounted infantry soldie...
I'm seeking a highly knowledgeable specialist in mobile robotics simulation using the ROS2 Noetic operating system, turtlebot3 and gazebo. The ideal candidate should possess a thorough understanding of Python as it's crucial for this role as well as deep reinforcement learning knowledge. Key requirements include: - Proven experience in robotics simulation, specifically with a focus on mobile robotics. - Exceptional proficiency with ROS Noetic is essential. - In-depth knowledge of Python. - Ability to work independently and troubleshoot challenging simulation scenarios. The task involves implementing and testing RL algorithms in a short time, so only talk to me if you’re fully available in the next couple of days
I am in need of a quick development of a user interface created from terminal-run code which i wrote (i will provide the code on contact) for my bank management system using Python and Tkinter. The current code will be provided for reference once selected for the project. (AS A GROUP OF STUDENTS WE CAN ONLY GIVE AT MAX 2000 RS WE JUST NEED A BASIC UI NO FANCY UI) Due to the immediate nature of the project within a week, I require the project to be completed as soon as possible. Ideal skills for this job would include: - Proficiency in Python. - Extensive experience with Tkinter. - Strong understanding of UI design. - Ability to deliver under tight deadlines. - Experience in banking software will be a plus. Please ensure your...
Here is a list of zip files on a US Govt website. You must write a Python program that uses a network library to download each zip file on this site, then find each .csv file in the zip archive, and copy each .csv file in each zip archive to a hard drive directory on the local windows machine. The directory will be "C:/MedicareDownloadFiles". The files cover the years 2017 to 2024. You may not hardcode file names ... you must extract the filenames from the above https URL. The fee for this will be $30. You must have it done within 60 minutes. Thanks for participating!
As a passionate economics enthusiast, I'm excited to create a product that ponders upon, 'Australian Economy Vs Canadian Economy- Which is better?' For this, I require a skilled video editor with experience in creating long-form, documentary-style videos. The final video should span over 10 minutes. Key Responsibilities: - Source and incorporate relevant footage/materials as I will not be providing these. - Brainstorm and execute innovative ideas to make the documentary engaging and insightful. - Adhere to the documentary-style video editing. Ideal Skills: - Proven experience in documentary-style video editing. - Capability to source relevant footage/materials. - Strong creativity and storytelling skills. - Good understanding of economic subjects w...
...analyzed in the next part of the task. • First, select 2-3 companies or tickers of your choice. • Second, for a given company ticker from a user, you need to download a 10-K filing for each year from the SEC website for the period 1995 through 2023 (resulting in approximately 29 10-K documents, it can be less depending on when the company IPOed). • Note that the task is to write a script or program to do this automatically, and not to download all files manually. • You can use the sec-edgar-downloader (https://sec-edgar-downloader.readthedocs. io/en/latest/) package in Python for ease or other similar packages. Task 1.2: Text Analysis • Note: You have to submit ONLY – The program is used to merge d...
Here is a list of zip files on a US Govt website. You must write a Python program that uses a network library to download each zip file on this site, then find each .csv file in the zip archive, and copy each .csv file in each zip archive to a hard drive directory on the local windows machine. The directory will be "C:/MedicareDownloadFiles". The files cover the years 2017 to 2024. The fee for this will be $30. You must have it done within 60 minutes. Thanks for participating!
I'm looking for a skilled developer to migrate our Java-based desktop application onto the AWS cloud. The project involves: - Hosting the existing Java-based desktop application on an AWS cloud instance. - Implementing a multi-user access system. - Integrating a MySQL database component. - Developing a Python-based web interface for users to change settings. The ideal candidate should have: - Proficiency in Java, Python, and MySQL. - Prior experience with cloud hosting, particularly on AWS. - Knowledge of user access control systems, particularly Discretionary Access Control. - A good understanding of desktop-to-cloud migration. - Strong communication skills and attention to detail. We need a developer who can take a Java based desktop applicat...
Hi guys, We are a Hebrew Language School in Melbourne Australia. We have got a charity box cover that needs to be sharpened. We have done a basic design of it, just need your help to retouch and make it more professional. If anyone interested, please let us know. Many thanks, Cassie
I'm in need of comprehensive and detailed Australian databases. Specifically: - Medical databases, with a key focus on medical specialties. Medical databases should preferably contain reliable and relevant information about the different branches of medical specialties across Australia. - Business databases, encompassing detailed company profiles inclusive of industry category, phone, fax, email, physical address, etc. I'd appreciate getting more data, as in-depth as possible. The databases should be pre-existing or scraped and must be provided in Excel format, or .BAK for MSSQL server. Professionals equipped in big data collection, scrapping, and data analysis would be the most suited for this project. Knowledge about Australia...
I'm looking for a professional to help me set up and run an Airbnb arbitrage business in New York City, Los Angeles, Miami, and Las Vegas. Key Tasks: - Identifying and leasing properties: I'm interested in a mix of apartments, houses, and condos, so experience in acquiring and negotiating leases for these types of properties is essential. - Furnishing and setting up: I need someone who can manage the furnishing and setup of these properties, ensuring they meet Airbnb's standards and are attractive to guests. - Operations and management: Once the properties are up and running, I need an expert who can handle the day-to-day operations, like guest communication, cleaning, and maintenance. Ideal Skills: - Proven experience in Airbn...
...WordPress programmer to carry out an array of customization tasks on my upcoming website. The duties involve theme customization, plugin development, and the addition of a custom functionality in order to make my site a fit for an informational purpose. Key Responsibilities: * Theme Customization: You will help select a suitable theme and customize it according to the envisaged aesthetics and functionality requirements. * Plugin Development: You will develop and integrate necessary plugins to enhance site usability and optimize performance. * Create Custom Functionality: You will build unique features to meet specific informational needs of the site. Ideal Skills & Experience: * Demonstrated proficiency in WordPress programming. * Strong knowledg...
I'm looking for a skilled developer to create a P2P program specifically designed for Binance Merchant. The main goal of this program is to facilitate fast and secure transactions. Key Components: - The program should primarily focus on conducting transactions in a speedy and secure manner within the Binance Merchant ecosystem. - A user-friendly GUI interface is essential for the program. This will enable easy navigation and interaction for users as they conduct transactions. - The program should be compatible with the Windows operating system. It should run seamlessly and efficiently on this platform. Ideal Skillset: - Proficiency in blockchain technology and understanding of P2P transactions is crucial. - Experience in developing GU...
I am in need of a developer skilled in Python for a project concerning the creation of a tablet finder application compatible with Windows. The primary feature of this application must be search filters, specifically, those able to find tablets based on their MAC addresses. Ideal candidate would posses: - Proficient in Python - Experience in creating search filters - Familiar with MAC addresses - Working knowledge of Windows compatibility - Detail-oriented and able to work autonomously. The focus of this project is the development of a reliable application that can perform complex searches based on a tablet's MAC address. This is a specialized task requiring detailed and specific skill sets.
I'm in need of a talented UI designer to create a modern and minimalist landing page for a crypto presale. The page will be the first point of contact for potential investors, and should reflect the innovative and cutting-edge nature of the crypto space. I need All Possible sections in single page Header Hero Header How to Buy Tokenomics Road Map About us Etc all required pages Please apply if you have experience in Presale Landing Page Ideal Skills: - Proficiency in UI/UX design & Development with a strong portfolio showcasing modern and minimalist styles. - Prior experience with landing page design, particularly for fintech or crypto projects. - Understanding of conversion rate optimization principles to create a compell...
I'm in need of a talented UI designer to create a modern and minimalist landing page for a crypto presale. The page will be the first point of contact for potential investors, and should reflect the innovative and cutting-edge nature of the crypto space. I need All Possible sections in single page Header Hero Header How to Buy Tokenomics Road Map About us Etc all required pages Please apply if you have experience in Presale Landing Page Ideal Skills: - Proficiency in UI/UX design & Development with a strong portfolio showcasing modern and minimalist styles. - Prior experience with landing page design, particularly for fintech or crypto projects. - Understanding of conversion rate optimization principles to create a compell...
I am in dire need of a proficient machine learning engineer who is well-experienced in model selection, training, and data preprocessing. An ideal candidate would be one who excels in Python programming language since it is what I am most comfortable with. Additionally, you should be adept in handling a medium-sized dataset (1GB-10GB). In short, here's what I need: - Proficiency in Python programming - Robust experience with data preprocessing, model selection, and training - Ability to handle a medium-sized dataset (1GB-10GB) This project offers a great opportunity for those looking to flex their machine learning engineering muscles. I am excited to collaborate and see what your expertise can bring to the project.
I'm in search of an adept LinkedIn manager who can creatively handle my account. Your role would involve: 1. Post Creation: Generate one quality topoc post daily that aligns well with my LinkedIn audience in order to drive engagement. 2. Connection Building: Focus on increasing my LinkedIn connections specifically within targeted regions. Leverage your network-building skills to create valuable, local connections. 3. Monitoring & Reporting: Present a daily report which provides clear information about the number of new connections made, engagement rate on posts, and frequency of profile visits. Ideal freelancers should have previous experience managing LinkedIn accounts and an understanding of region-specific networking. Experience with LinkedIn analytics an...
I am seeking a Python C++ programmer who can assist me with the D400 Terminal. The primary task involves cloning software from a functioning D400 Terminal to a non-working one (because it ask for program). Ideal skills and experience: - Proficient in Python and C++? - Prior experience with software cloning - Familiarity with D400 Terminal (wich is a tool/machine/screen for concrete truck). Manual for D400 Terminal:
I am looking for an experienced individual to help me create an interactive web platform that will serve as a guide to various types of machine learning algorithms. The purpose of this guide is to cater to beginners and intermediate level practitioners who have a basic understanding of programming concepts. The ideal candidate for this job would have: - A strong understanding of machine learning algorithms and their practical applications - Experience in creating interactive web platforms - The ability to simplify complex concepts for a beginner audience - Good programming skills, as some technical programming knowledge will be required for creating the interactive elements Key requirements for the interactive web platform include: - Clear, conci...
I'm searching for a skilled Tikz savvy programmer to produce visually engaging and clear LATEX figures to elucidate key concepts in my scientific paper. I require someone who can incorporate the following: - Effective and intelligent use of color to highlight key ideas and relationships. - Thoughtful inclusion of dimension and perspective to bring the concepts to life. - Careful placement of text labels to ensure clarity and ease of understanding. No need for interactivity or animation, static figures will suffice. An ideal candidate will showcase a solid background in scientific illustration, comprehensive knowledge in using Tikz within LATEX, and a talent for translating complex theories into easily digestible visuals.
I'm in need of a Python developer with a focus on machine learning and AI. Your primary task will be to design and implement machine learning algorithms for our project. I'm looking for someone who can bring both technical skill and creative problem-solving to the table. Ideal Skills and Experience: - Strong Python programming skills - Proven experience in machine learning and AI - Previous project experience in this area I'm open to discussing the project, solving problems, and communicating progress. Looking forward to working with you.
...invest in a little side hustle. been making music for sometime (@ilovemontrael on instagram, based melbourne, australia) i need a music manager and a consultant maybe even a lawyer too honestly idk ... i cant figure out what intellectual property even means.. sell lease? rights??? need a savior too. or maybe i need a 5 year plan. i just want a few money in my pocket, i'm broke people. im willing to negotiate prices. cant navigate this terrain alone. i need ur professional advise. idk anything about selling leasing musical property or anything honestly. I definitely can't run 6 social media platforms. thats not even possible. i assume id need to run ads? upload content frequently? maintain a social media presence? idk how they do it.. if this is al...
We are seeking an experienced Go High Level Expert to design, develop, and optimize high-converting websites for our clients. The ideal candidate will have a proven track record of utilizing Go High Level to create visually appealing and highly effective websites that drive conversions and enhance user experience. Responsibilities: * Design and develop websites within the Go High Level platform to meet business goals. * Design and create forms within Go High Level. * Implement conversion rate optimization strategies to maximize website performance. * Collaborate with marketing teams to align website design with overall marketing strategies and objectives. * Conduct thorough testing and troubleshooting to ensure optimal website functionality. * Implement and manage email auto...
I require a pro...to develop a money remittance service that can operate between the United States, United Kingdom, and Australia in under 24 hours. The service must support various payment methods including Credit/Debit Card, Bank Transfer, and Mobile Payment. Key requirements: - Rapid global remittance: The system should be able to transfer money between the specified countries within 24 hours. - Payment method support: The platform must accommodate Credit/Debit Card, Bank Transfer, and Mobile Payment. - Security: The system must be secure to prevent unauthorized access and protect user's financial information. Ideal skills and experience: - Proficient in payment gateway integration - Prior experience in developing remittance systems - Strong understand...
I'm in need of a Python expert who can meticulously extract text and tables from PDFs for data analysis. The requirements are as follows: - Develop a Python solution in form of a Jupyter Notebook - Preferable use of the libraries PyPDF2, Tabula, PDFMiner, PyMuPDF, and PDFPlumber for extraction Required Skills and Experience: - Proficient in Python - Familiarity with Jupyter Notebook - Experience with PyPDF2, Tabula, PDFMiner, PyMuPDF, and PDFPlumber - Data extraction and analysis expertise. Your commitments would include understanding the architecture of the PDFs, and the most effective library for extraction in each case. The ultimate goal is to create a Python script that eases the data extraction pr...
