Python Jobs

Reconocimiento de un insecto en una caja donde existen otros insectos. Tengo unas 100 fotografías de dataset By using AI (TensorFlow, RCNN or YOLO) identify an insect from others quickly. Those will be inside a recipient.

This project is open only to individuals. Agencies need not apply. Freelancers with no rating need not apply. Generic copy-paste responses will be marked as spam. Your past freelance feedback should clearly show that you have completed similar tasks. I require a specialist in web scraping to extract the body text from articles on Google News. The information will be earmarked for natural language processing, hence, accuracy of extraction and correct formatting into an excel file is of utmost importance. Key responsibilities and skills: - Experience in web scraping, specifically from news websites. - Knowledge of creating Python or PHP scraping scripts or using API. - Ability to deliver results fast, as the project needs to be completed ASAP. Please note that the sole requirement is to...

I am seeking an expert in AI development to create an advanced AI traffic surveillance system. Must made already This system will be used to monitor and track vehicles and pedestrians with a high level of accuracy in a mixed urban and rural environment. Key requirements: - The system must be able to accurately track and differentiate between vehicles and pedestrians. - The level of accuracy required is high; the system must be able to identify and track objects with precision. - The system should be designed to work efficiently in a mixed urban and rural environment, adjusting to the different challenges each setting presents. Ideal Skills: - Proven experience in developing AI traffic surveillance systems. - Strong understanding of computer vision and object tracking algorithms. - Famil...

I need a python supper expert who can do this simple apps for me. simple but complex. if you are supper expert then you can easily do it. i will give you in details in chat. thanks

I need someone to convert a specific function in Python, named GetServicesAreas, to Laravel. This function should be able to retrieve service areas based on countries, with a particular focus on the United States. Ideal Skills: - Laravel - Python - JSON - REST API Specific Responsibilities: - Extracting the function GetServicesAreas from existing Python code - Converting the extracted Python function to Laravel while ensuring complete functionality - The converted function should return service areas based on country parameter - Focusing specifically on the entire United States for function output - Conducting thorough testing to verify that the function operates correctly Experience: - A background in both Python and Laravel is essential - Experience in working with API's and...

I am in need of a skilled Python expert to transform a raw excel report into a final template version of excel. The project requires two main tasks: Formatting and re-arranging of columns along with calculation updates for one column. Key Points; - Need 3 open reports to pull the information and split the reports at the end. - Formatting Changes: The report needs specific columns to have pre-defined blank values for certain columns: Col B, E, J, R, W, AB, AE, AJ, AV, BG, BI, BJ, BQ, BU, BV, BW, BX, BY, BZ. - Calculation Updates: The calculation layer within the excel report needs to be updated and finalized. The ideal freelancer for this project should have a profound understanding of Python and extensive experience in manipulating and formatting excel reports. I am looking for someone ...

Hello and Thank you for being here Please see below code to read USERS from Keycloak using the api task: - Need to get REALM data for each user - Need to get GROUP data for each user We can do a 2nd Milestone if you like and we can talk about that together ----------------------------------------------------------------------------------------------- WORKING CODE TO READ USERS cat from keycloak import KeycloakAdmin admin = KeycloakAdmin( server_url="serverURL:port", username='admin', password='password', realm_name="master") print("current realm",admin.get_current_realm()) users = admin.get_users({}) if len(users) > 0: print("-------------------------------------") for user in users:...

Se requiere una aplicación que gestione las firmas de gmail para usuarios de Google workspace, hay varias soluciones en el meracado pero con muchas opciones y son de pago, en nuestro caso solo requerimos generar la firma con algunas variables dinámicas y actualizarlas por unidades organizativas. Aplicaciones similares serian: signature manager for gmail de hiviewsolutions, bybrand o mysignature.

I'm in need of a skilled individual to help me with the installation of MongoDB on my Windows machine. Key Requirements: - Experience with MongoDB installation on Windows - Installing MongoDB for both development and production use - Comfortable with integrating MongoDB with web and mobile applications - Ability to provide guidance for optimal performance and security Your expertise and guidance will help ensure that the installation is done correctly and efficiently.

We are on the lookout for a developer with a strong background in blockchain technology, particularly with the Solana network, and experience in developing Telegram bots. The project involves creating a trading bot that utilizes Telegram as its platform. This bot should be capable of executing trades quickly ("sniping") and duplicating the trading strategies of successful traders on the Solana blockchain. Project Objectives: Development of a Telegram Bot: Create a user-friendly Telegram bot that allows users to execute and manage trades on the Solana blockchain. Design a set of Telegram bot commands that let users engage in trading, monitor market trends, and adjust their settings conveniently. Integration with the Solana Blockchain: Connect the bot with the Solana blockchain...

This script must be developed in Python 3 or higher and must take a PNG image as input and return 4 letters. It is desired to achieve 95 percent accuracy or higher (out of a total of 200 test images), not use paid libraries, and be efficient (less than 3 seconds processing time per image). Hardware where it will be tested: Architecture: x86_64 CPU operation mode(s): 32-bit, 64-bit CPU(s): 8 Memory: 15877 The images can be extracted from the following site (captcha image):

I'm seeking a skilled professional to migrate an existing Odoo 13 instance from a Linux server to a virtual environment while maintaining the same Odoo version.

I'm seeking a skilled Python freelancer to assist me with a specific automation project. The task involves training video frames for bee detection. Key Tasks: - Train video frames for bee detection: I have a series of video frames that I need to analyze for bee presence. You'll be responsible for training the Python code to recognize bees within these frames efficiently. Goal: The primary objective of this automation task is to enable the Python script to accurately recognize bees within the video frames. The end goal is to achieve optimal object recognition. Ideal Candidate: - Proficient in Python programming - Experience in object recognition - Familiar with training video frames - Background in automation and data analysis If you have the necessary skills and experience i...

I'm in need of a Cloud-based HPC system for a statistical analysis project. Key Requirements: If you have access to a HPC i need that service for a python code. lets talk about price

I'm in need of a developer who can compile a Windows Exe file for the Real-ESRGAN GitHub project. The Exe file should operate on CPU, and accept command-line. Currently, the GitHub project offers only a GPU exe file, hence the need for a CPU version. GitHub link for Real-ESRGAN:

I am currently seeking a skilled developer to create an efficient bot for my new Twitter account. This bot is expected to fulfill the following functions: - Auto-follow users - Auto-like tweets - Auto-retweet tweets Moreover, these tasks should be performed every hour. The bot should be designed with a specific focus on male audience content themes. In terms of skills, the ideal candidate should have: - Demonstrable experience in bot creation - Understanding of Twitter API - Proficiency in Python, JavaScript or other relevant languages - Proven track record of creating social media bots in the past. I am looking forward to your proposals.

Функция обращается к AET, передает c-find запрос с StudyInstanceUID. Возвращает количество изображений в study. Собственно всё.

I'm currently seeking an adept Python developer capable of crafting a bot designed to circumvent the Cloudflare protection of a specific website (details will be disclosed privately to the chosen freelancer). The bot should reliably bypass the protection consistently, as my attempts have yielded varied results, occasionally succeeding but often encountering 'Failure!' from Cloudflare. Efficiency in handling a large volume of attempts is crucial. If you possess the necessary skills and are up for the challenge, please get in touch. Ideal Candidate: - Proficient in Python, with experience in bot development - Familiar with CloudFlare's security measures and how to bypass them - Experienced in automated testing and website monitoring - Strong problem-solving skills to tac...

I'm urgently in need of a qualified developer or data engineer to create a pipeline utilizing DBT and SQLITE. The goal is to process a multitude of json files housed in a particular folder. Please refer to the assignment document for detailed instructions Step 1. Initial Setup: ● Use DBT and SQLite to create a pipeline that processes files from a folder structure. You can access the folder here Step2: Adaptation for Continuous File Deliveries: ● Adjust the pipeline to handle continuous file deliveries, where new folders with JSON files are added over time. For example: Step 3: Data Quality Assurance: ● Create a suite of data checks to ensure the data is clean and add a DBT command to run these checks. ● Suggest additional information or metrics that could be used to further ensure ...

I'm looking for a skilled Python developer to create an Ant Colony Optimization (ACO) algorithm that can read numbers in a matrix to calculate the shortest distance and its respective cost. Key Features: - The algorithm should respect origin and destination points, which will be indicated by specific row and column numbers. - Ideally, the code should be able to parse a .xlsx file format. Desired Skills: - Proficiency in Python programming language - Experience with optimization algorithms, particularly the Ant Colony Optimization algorithm. - Familiarity with .xlsx file parsing. I already have a basic code and can provide it to you as reference material; however, I need someone to improve and expand on this code to meet the requirements. It is essential for the proposed solution ...

I'm in search of a talented developer with strong expertise in Python and options trading to create neutral trading strategies for me. The scope of this project includes: - Designing trading strategies primarily focusing on neutral approaches. It's critical that you're familiar with various trading strategies and especially skilled in applying neutral strategies. - The strategies should accurately consider option strike prices. An in-depth understanding of how option strike prices impact the trading outcome will be invaluable for the success of the project. - The complexity level required in this project involves developing multi-leg option positions. Therefore, experience and knowledge in creating such advanced strategy positions is a must. Advanced knowledge in Pytho...

I'm currently using TensorFlow for my machine learning model. I believe the model can be significantly improved by implementing a different algorithm. In particular, I'd like to enhance the model using "Deforming CNN". Key Points: - Current ML framework: TensorFlow - Requirement for improvement: Implementing a different algorithm - Desired algorithm: Deforming CNN Ideal skills for this project: - Proficiency in TensorFlow - Understanding of Convolutional Neural Networks (CNN) - Experience with implementing and optimizing ML algorithms - Google Colab Your task would be to integrate the Deforming CNN algorithm into the existing model, troubleshoot any issues, and ensure it enhances the model's accuracy. The goal is to significantly improve the model's predict...

I want a python script that will check the balance of my four wallets inj1.... (injective blockchain), cosmos1.... (cosmos blockchain), osmo1.... (osmo blockchain) and juno1.... (juno blockchain) every 5 seconds. And in case the INJ balance increases, ATOM. OSMO or JUNO, then the entire balance will be transferred fully automatically to another wallet inj1...., cosmos1...., osmo1.... and juno1.....

I'm seeking a skilled developer to take my existing demo code and bring it to the next level. The application is web-based and is intended to automate the extraction of data from Word and Excel documents, and then compare the data for consistency. Key Responsibilities: - **Improved Data Extraction Accuracy:** The code should be enhanced to improve the accuracy of the data extraction process. The developer should implement robust methods to ensure that all necessary data is correctly captured. - **Enhanced Comparison Algorithm:** The comparison algorithm should be optimized to better handle the extracted data. The developer should ensure that the comparison is done accurately and efficiently. - **User-Friendly Interface:** The current demo code lacks a user-friendly interface. I am lo...

I am in need of a skilled front-end web developer proficient in HTML, CSS and JavaScript. Adorn my website with interactive elements and captivating image sliders that breathe life into its user interaction. A keen eye that appreciates bold and vibrant aesthetics is a must. Ideal Skills and Experience: - Expert knowledge in HTML, CSS, JavaScript - Experience designing and implementing interactive website elements - Ability to execute a bold and vibrant design style - Proven background in delivering visually appealing image sliders. Should these skills resonate with your expertise, don't hesitate to place your bid. Let's create a dynamic online experience together!

I need a script that can bypass security measures on my website which uses Cloudflare. This is not for any malicious intent, but for testing and troubleshooting purposes. Key Points: - The script should be specifically designed for websites - The main purpose is to bypass Cloudflare security measures - I didn't specify the customization level, as I'm open to options that might suit my needs better Ideal Skills: - Familiarity with Cloudflare security measures and how to bypass them - Ability to create a script that can seamlessly integrate with any website - Experience working with security testing tools or scripts Please provide a proposal that outlines your experience in this area and how you plan to approach this particular project.

I'm seeking a skilled machine learning expert who can train a Convolutional Neural Network (CNN) for object detection, specifically tennis balls. I have my own dataset. This dataset is poor so I will need a skilled expert. I need detections on at least 50% of the frames. Key Responsibilities: - Train the CNN model on object (tennis ball) detection - Fine-tune the model for higher accuracy - Provide the trained CNN Model's code and implementation details

I’m seeking a proficient developer with experience in open source model registration on Azure ML. The task involves using a multimodel RAG to provide API's, designing verification and validation for the model, as well as working with the front and backend development team. Key Requirements are: - Expertise in Azure ML and open source frameworks. While TensorFlow, PyTorch, and Keras are all options, preference will be given to freelancers who are versatile and can recommend the best approach based on their experience. - Past work. Please provide examples of previous projects involving Azure ML and API implementation, especially those which required collaboration with a larger development team. - Collaboration capabilities. Direct collaboration with the front and back end ...

I'm seeking a professional in Python with experience in computer vision, specifically with DVS 346 cameras. The goal of the project is to: - Detect human movements: Standing, walking, sitting, waving, jumping, running - Calculate the speed of detected movements The project will take place in an indoor environment. Ideal candidates should have: - Proficiency in Python - Expertise in computer vision - Experience with DVS 346 cameras would be a plus This is a unique project that requires attention to detail and an understanding of both human movement and computer vision principles. The ideal freelancer will be able to deliver accurate movement detection and speed calculations. I already have the DVS 346 camera for this project.

I require a freelancer who can unite a Django project with AWS Code Deploy on an EC2 instance operating under Linux. • This project involves AWS RDS management for our app's database. • This Django project configuration is based on multiple environments (Development, Staging, and Production), which must all be managed effectively. Ideal skills: - Proficient understanding of AWS services, specifically EC2 and RDS. - Strong experience with Github actions. - Extensive knowledge in Django project deployment in a multi-environment setup. This job demands effective coordination of Github actions with the AWS Code Deploy. Therefore, a background in similar projects will be beneficial.

Hello and Thank you for being here Please note I need to install python 3.10 on centos and do not have a C compiler there Is there a solid set of steps without a C compiler ? Will give a 5 Star Review when this is done and will write such inspiring words for you, when done. Please understand; there is hope you can give your “best” price; been unemployed, and have cancer with bills backing up, $10 possible? Please note $10 is the max total that I can handle for this (doing hourly reduces % fee). Will leave a Glowing paragraph of feedback 5 stars : - ) My funds are low but will pay quick and leave 5 stars. Please give your best possible for your bid ? (something reasonable?) Please note there is hope we can mutually complete this task; we can leave each other nice comme...

I'm seeking a freelance Python developer to improve the performance of a perspective correction script which is currently struggling with shapes that have more than 4 points. I have a Python script that does perspective correction of the images. It works in cases where the shape has 4 corners. If a shape has more than 4 corners, the script will not work. Please see attached and The script obviously fails on the "L" shapes. The has the expected result simulated. Attached is a zipped folder with everything you need to start. To run a script, use this command {filename} Example The "source" folder has various source images that have working and non-working cases. I need a solution that will work in most "non-working" cases. This script also has a...

I am seeking a skilled developer who has strong expertise in Java or Python programming languages. This project involves developing a robust software that includes several key features: - User Authentication: Your capabilities should include creating a secure log-in feature for the users. - Database Integration: The software will need to interact smoothly with an existing database, so experience with database systems is essential. - Reporting and Analytics: The ability to incorporate reporting and analytics functionalities into the software is crucial. - Facturation: Knowledge of finance or billing systems is required to integrate facturation, it's a key component of this project. - Calendar: Lastly, being able to integrate a user-friendly calendar will be an added advantage. To be ...

I am in need of a skilled machine learning specialist to help me with a project involving water clarity. The primary goal is to both track and predict water clarity. This requires a combination of machine learning expertise and the use of optical satellite data. Key Responsibilities: - Utilize optical satellite data to track and predict water clarity - Apply random forest and multiple linear regression models to analyze the collected field samples - Develop a robust system for ongoing tracking and prediction of water clarity Ideal Skills and Experience: - Proficiency in machine learning, particularly random forest and multiple linear regression - Experience working with optical satellite imagery - Strong data analysis and model development skills - Background in environmental science or ...

I'm utilizing an eform generator that necessitates manual setup of form fields and checkboxes on a PDF. To streamline this task, I'm looking for an expert who can automate the conversion of PDFs or image files into HTML, using the image/PDF as a background. If able to populate the fields with datalabels corresponding to program (OscarEMR) is a bonus. documentation eform generator being used, I would like to automate the process to not have to use the manual generator: Key Requirements: - Automation: The primary goal of this project is to automate part or all of the the form creation process - even if there is a way to automate the location of top left pixel of each checkbox. - Simplicity: The forms that need automating are relatively straightforward, including basic types suc...

### 1. 微信端口功能 #### 售前技术咨询 - **AI助手**：使用NLP技术，AI助手能够理解和回答用户关于GRS和ISO 9000认证的常见问题。 - **知识库**：建立一个包含认证流程、标准要求、常见问题解答的知识库，供AI助手查询和学习。 #### 商务咨询 - **费用估算**：AI助手根据用户需求提供初步的费用估算。 - **流程说明**：AI助手详细解释认证流程，包括时间线和必要的步骤。 #### 客户资料收集与核对 - **list设计**：设计一份详细的list，收集企业基本信息、生产流程、环境、人权等资料。 - **资料核对**：AI助手引导用户核对资料，确保信息的准确性和完整性。 ### 2. 网站功能 #### 付款流程 - **支付网关**：集成安全可靠的支付网关，支持多种支付方式。 - **支付确认**：支付成功后，记录储存客户信息支付，系统自动通过微信通知客户，并提供交易详情，同时需要记录是由哪个用户的分享码介绍来支付的。 - **支付完成1**：AI助手通过微信通知用户，并开始资料收集流程。 - **支付完成2**：赠送对应的礼品卡卷至介绍人账户。 #### 客户文档资料存储 - **文档管理系统**：建立一个安全的文档管理系统，用于存储用户上传的文档资料。 - **资料审核**：AI助手辅助审核客户提供的资料，确保符合认证要求。 #### 自动生成报告 - **报告模板**：设计标准化的报告模板，根据用户提供的资料自动填充。 - **脚本编写**：编写自动化脚本，根据用户资料生成报告（人工审核）。 ### 3. 远程审核陪同 - **通讯工具集成**：集成视频会议等通讯工具，便于AI助手远程陪同审核。 - **资料索引**：AI助手在审核过程中提供实时的资料索引，帮助用户快速找到所需文件。 ### 用户体验 - **用户界面**...

Tasks: We have three different algorithms for matching a resume with jobs on the website. They are coded in python. You have to create the APIs for webapplication. Then you create the Website which has 2 user types. Job Seeker and Employer. Login to use (home page) Job seeker will upload their resume details using a fixed form. Employer can post as many jobs using an upload job form. The data is stored in a table. On clicking the Find Jobs button (after uploading resume) or Find Profiles (for each job posting uploaded) the results page will show the ranked results (either job or resume depending on user). Home Page - Login SignUp buttons only...no design or banner or random stuff. Profile Page - Form Filling page with resume details. Resume Form Page Job Description Page Simple Das...

I am seeking a competent developer with experience in algorithmic trading. The main aim of this project is to connect a broker API for algo trading in the stock market using Python. The broker API to be used is not specified yet, hence, you should be adaptable and skilled with several common trading platforms such as E-Trade, TD Ameritrade, or Interactive Brokers. The task at hand involves connecting the broker API in order to carry out trading with our proprietary strategy. Ideal Skills and Experience: - Proficiency in Python - Deep understanding and experience with algorithmic trading - Familiarity with various trading platform APIs for algo trading Please include in your application a detailed proposal outlining the plan, tools, and methodologies you intend to employ for a success...

program that fetches price off raydium, and auto buys at a bottom price, auto sells at a top price specified in a config file for a specific token pool also specified in config file Multiple programmars needed Irrelevant if there are already 30+ bids i still will look at new bids thanks

In need of an expert with a keen eye for detail to help annotate images with specific focus on fruit buds and flowers. Your task will exclusively involve working on images. Your responsibilities: - Annotate multiple images identifying and marking fruit buds and flowers. - The level of annotation detail will be communicated once the project commences. Ideal Skills: - Proven experience in similar projects especially in annotation of natural objects. - Keen attention to detail and ability to distinguish minute differences in features. - Demonstrate experience in using annotation tools.

I'm searching for a skilled Python Django developer with proficiency in deploying websites on a shared hosting environment with cPanel. The main purpose of this website is to provide a platform for user interactions. Skills and Experience: - Proficient in Python Django for website development - Experience in deploying websites on shared hosting with cPanel - Familiarity with Linux terminal is not necessary - Prior experience in projects involving user interaction platforms Key Task: - Deployment of a Django website on a shared hosting environment with cPanel, without the use of a Linux terminal.

Preciso de auxílio em um projeto de desenvolvimento de um algoritmo capaz de ler uma matriz utilizando como principio o ACO.

As a client with emphasis on quality, I need the support of an experienced Python programmer who can take charge of the frontend aspect of my web development project. At the core of this project are the following requirements: - Full proficiency in Python as the main programming language for the task - Demonstrated experience in frontend web development using Python - Familiarity with the best practices in Python programming - Capacity to effectively communicate, provide regular updates and accept feedback The missing response for the third question won't be an issue — I am more interested in a Python programmer who can bring their own unique ideas and solutions. You are encouraged to showcase your creative problem-solving skills. Apply if you have the necessary skills and ...

I'm in need of a Coppeliasim expert who can support me in creating and simulating robotic arms models in Coppeliasim. The professional should be able to write control code for the robot, and also troubleshoot and fix any simulation errors that may arise. The key responsibilities for this project are: - Develop and simulate robotic arms models in Coppeliasim - Proficient in programming languages required for the task, particularly Python and lua - Write efficient control code for the robotic arms - Identify, troubleshoot, and fix any simulation errors that may arise Ideal candidates should have: - Proven experience in working with Coppeliasim - Proficiency in Python and lua - Strong understanding of robotic arms and their control mechanisms - Ability to troubleshoot and resolve simu...

I'm in need of a development expert to create a sophisticated WhatsApp bot. This bot will encompass key functionalities including automated responses, user data collection, and the facilitation of products or services sales. Key bot functionalities will include: - Responding to Frequently Asked Questions (FAQs). - Sending appointment reminders. - Advising on account statuses and dues paid. - Send chat to a operator - Receive info from Sugar Comunity Edition and Sap B1 and send to the customer The perfect candidate for this project will have: - Proven experience in chatbot development. - Deep understanding of WhatsApp API. - Experience with user data collection techniques. - An eye for detail and problem-solving skills. - Excellent communication skills. Please...

I'm in need of a skilled Python developer with a strong background in AI and ML. The project involves a full spectrum of responsibilities in these fields, and I'm looking for a professional who can hit the ground running. Key Responsibilities: - AI Development: You'll be tasked with creating, implementing and maintaining complex AI algorithms and systems. - ML Model Development: This role will require you to design, train, and optimize machine learning models. - Data Analysis: You'll need to collect, interpret, and present data in a meaningful way, to help inform our AI and ML projects. Required Skills and Experience: - Expertise in Python is a must. You should be comfortable with Python libraries and tools commonly used in AI and ML projects. - Proven experience in d...

I'm seeking a skilled Python developer who can handle all aspects of SNMP for my project. Key Responsibilities: - Implementing SNMP query and data retrieval - Efficiently managing SNMP trap handling and notification - Developing a robust SNMP agent Your role will be crucial in ensuring that our system effectively communicates using SNMP across multiple versions. Ideal Skills and Experience: - Proficiency in Python - Extensive experience with SNMP (versions 1, 2c, and 3) - Strong understanding of network communication - Previous work on SNMP trap handling and agent development is a major plus If you have the right skillset and experience, I look forward to seeing your proposal.

I'm looking for a professional programmer, proficient in Python to craft a script. This script is for the main purpose of finding mobile numbers, identifying their carrier, and matching this information with corresponding zip codes. This process is vital for my verification purposes. Not only this, but your script must provide these details in a CSV file output format. Key requirements are: - Extensive knowledge and experience in Python - Experience in number location and carrier identification script writing is a plus - Knowledge of data presentation in CSV format This task requires high attention to detail and a strong understanding of number location matching technology. If you meet this description, I'm excited to hear from you.

I'm urgently seeking a skilled developer to set up a Helios 2 Lidar camera for detecting human figures and calculating distances up to 10 meters. Key Requirements: - Proficiency in setting up and customizing Helios 2 Lidar camera - Mastery of object detection, specifically human figures. - Capable of implementing short-range distance calculation (up to 10 meters) The project demands someone who has a strong understanding of Lider camera configurations, and advanced skills in object detection and distance measurement methodologies. Your competence in creating systems to accurately detect human figures and calculate short-range distances will be the driving forces behind the success of this project.

I need a Python code developed for vehicle route optimization. - The code should include 3 algorithms for route optimization. - Successful freelancers should include past work in the application. Ideal Skills: - Proficiency in Python - Experience in developing route optimization algorithms - Strong background in data analysis, web scraping, and machine learning, as these functionalities will be required in the project.