Data classification machine learning matlab jobber

The machine learning component of this hybrid profile creation system in a Flutter app involves integrating a TensorFlow Lite model, possibly using DistilBERT for its efficiency and effectiveness in natural language processing tasks. The model's role is twofold: Text Analysis and Categorization: It processes user-generated text inputs and web-scraped content to extract meaningful insights, such as sentiment, key phrases, or categorization of interests. This helps in dynamically adjusting the user's profile to reflect their preferences and behaviors accurately. Usage Pattern Learning: The system tracks and analyzes app usage statistics to learn about user preferences over time. Machine learning algorithms can identify patterns in what features o...

1️⃣ Introduction to Generative AI 2️⃣ Prompt Design in Vertex AI 3️⃣ Introduction to Duet AI in Google Workspace ht... 7️⃣ Create Image Captioning Models 8️⃣ Encoder-Decoder Architecture Using these training, I need help creating a PPT training module of my own without plagiarised content. In the ppt, for each topic there should b a slide showing pre-requisites to understand the topic, what we will learn in the current topic, and what will we learn after learning this topic.

...Please note, the template should allow for a high degree of interactivity and audience engagement. Below is the content: Smart Sustainability Home of best sustainability creatives. What we do: We help our clients make money. Services: in 3 words Revenue generation services. Why us: We bring money, with no advance payments required. Any hidden payments: No, How we do it? We start by learning more about our clients, a small screening "assessment" is conducted, then we promote partnership opertunities in our network. What happens after that? Deals are sent to the client and money is split based on the agreement. How we profit? We take part of the revenues. Price? Fixed % of generated revenues. Please press link for calculator.. Team: Researchers Research...

I urgently require a capable designer to create an engaging and appealing logo for our homeschool cooperative, known as the Homeschool Education and Learning Program (HELP). We strongly believe in the motto "It takes a village", emphasizing on collaboration between families, kids, and their tutor to create the best learning environment. We are a Tk-12 program. While I have not explicitly specified a particular feeling or color scheme for the logo, I'm certainly open to your creative interpretations. The ideal logo is: - unique and original - on brand with our ideology integrated into design - creative and imaginative, reflecting family, education, and cooperation - NO graduation hats please I look forward to seeing your creative proposals.

...day. ******* TESTING ******* You must test your script on Linux Mint 21.3 Cinnamon Edition to ensure that it runs properly on Python 3.10.12, on the current stable version of Google Chrome, on Linux Mint 21.3 Cinnamon Edition. I do not care if your script runs on any other operating systems or any other browsers. If you typically use Microsoft Windows, please consider setting up a virtual machine to install Linux Mint 21.3 Cinnamon Edition so you can test your code properly. In particular, if I were to send you a bug report, I would not like to receive a reply from you like, “The script works 100% perfectly for me on Google Chrome on Windows 11. Because I am a 100% perfect engineer, who always ships code that is 100% bug-free, I am 100% certain that the code is 100% cr...

I'm seeking a skilled JavaScript developer with experience in to assist with my current project. The task at hand involves integrating our front-end with MongoDB Atlas to create a live search bar for machine parts. Key Responsibilities: - Connect framework with MongoDB Atlas to enable real-time data retrieval for live search functionality. - Implement a user-friendly, intuitive search bar that allows for quick and efficient product searches. - Develop a product display page that showcases detailed information about the machine parts. Ideal candidates for this position should: - Be proficient in JavaScript and have prior experience working with Next.js. - Possess a solid understanding of MongoDB Atlas or a similar NoSQL database. - Have a keen eye for design a...

I'm in need of an experienced English teacher to conduct intermediate level classes for adults. - The classes must be engaging and interactive, aiming to improve their English proficiency to an intermediate level. - Classes will be conducted in a group setting, so the teacher should be able to manage and cater to the needs of multiple students. -...comprehensive lessons that cover all aspects of English - reading, writing, listening, and speaking. - The ideal candidate should have experience in teaching adults, and be able to tailor content and activities for this age group. - Proven experience in teaching English as a second language is a plus. Your role will be to help students gain confidence and proficiency in English, and foster a conducive learning environment in the...

I'm looking for a savvy salesperson who can help sell machine blades designed for food processing in the USA market. It's a niche product category, so prior experience in the industry will be highly beneficial. Ideally, I need someone who has: - Familiarity with different types of machine blades and their applications. - An understanding of food processing machinery and industry requirements. - Previous success in selling industrial products, particularly in the USA. - A proactive approach, great communication skills, and a strong network in the food processing industry. This is a fantastic opportunity to leverage your industry connections and expertise in a novel product area. Let's get these machine blades cutting through the market!

I have a VBS script which downloads files from a server to the a folder on my local machine or onto AWS (MS Win Server 2012 R2). This script can be manually activated (double click) or via Task Scheduler. Recently the script stopped working. I think it has to do with AWS permission/read/write errors. I need to have this investigate and fixed. The person needs to understand AWS EC2 and VBS and JS scripting.

I'm seeking an experienced MATLAB expert to assist in developing a strategic plan for optimizing battery usage. This project involves creating a comprehensive, data-driven strategy to maximize the performance of a battery system while extending its lifespan. Key Responsibilities: - Assist in identifying the primary goal of the battery usage strategy (maximizing battery life, maximizing performance, or finding a balance between the two) - Utilizing MATLAB to analyze historical data, develop mathematical models, and simulate various scenarios to determine the most effective battery usage strategy - Collaborating with me to understand the specific device or system the battery is being used for, and tailor the strategy accordingly - Providing an actionable, de...

The name of the club is MUSIC 4 MEMORIES. It is to help those suffering with any sort of memory degenerative disease such as Alzheimer's or dementia; through music therapy. I need a skilled logo designer who can swiftly create an engaging logo for a school club, focusing on brand recognition. Requirements: - Experience in logo design, specifically for organizations in the learning/education sector. - Ability to work quickly (ASAP requirement). - A strong understanding of brand recognition principles. Ideal skills: - Graphic Design - Branding - Creativity - Understanding of the school/education sector. **** The idea image is a brain with the brain stem as an instrument. this is just a thought for you to use as inspiration from. I would love to see some unique, out of the ...

I'm looking for a PowerPoint designer with a creative flair to help me transform a speech script into an engaging and visually appealing presentation. Key Requirements: - Intended Purpose: The presentation will be used for an educational setting, so it should be designed to enhance the learning experience. - Visual Style: I'm looking for a design that's both creative and colorful, meanwhile informative and educational. This should help keep the audience engaged and make the content more memorable. - Color Scheme: I'm open to suggestions for the color scheme. Ideally, it should be vibrant and eye-catching, while still being professional enough for an educational setting. Ideal Skills and Experience: - Proven experience in designing educational presentations is...

I'm looking for a proficient Matlab programmer with expertise in chemical engineering simulations to develop a comprehensive model for a Plug Flow Reactor (PFR). My goal is to analyze the conversion of reactants, product yield, and overall reactor efficiency, focusing on temperature and pressure as critical parameters. Key Project Deliverables: - Establish the PFR model in Matlab. - Integrate temperature and pressure variables using 2-D pseudo homogeneous model. - Calculate reactant conversion, yield, and efficiency. Ideal Candidate: - Proficient in Matlab coding. - Solid background in chemical engineering, specifically reactor design and modeling. - Understanding of PFR kinetics and mass-energy balances. - Ability to interpret simulation results for optimizati...

I have broken plastic tracks on my ice machine doors which are in need of recreation. Ideal Freelancer: - Experienced in plastic fabrication - Proficient in recreating parts from existing models - Capable of creating precision tracks - Attention to detail Please note that I require the new tracks to be identical to the existing ones. The tracks are essential for the proper functioning of the ice machine doors, so it's crucial that they're recreated with accuracy. Must be able to 3d print the completed project.

Looking for a talented engineer to build a vending machine that can reblend frozen protein-packed smoothies and dispense them daily, with a capacity for 50 to 100 servings. Key Requirements: - The machine must be capable of storing and dispensing protein smoothies. - The machine should have the capacity to reblend frozen smoothies before dispensing. - The machine should be able to handle daily use. - Designed to hold and dispense between 50 to 100 servings. Ideal Candidate: - Previous experience with vending machine design and construction. - Strong mechanical engineering skills, and ability to source necessary components. - Understanding of health and safety regulations for food dispensing machinery.

I'm in need of an expert in Pyt...of an expert in Python who can implement a neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

...a payroll and accounting tool to automate payroll processing and manage financial transactions efficiently. 5. Performance Management: Implement performance management tools to set goals, track progress, and conduct performance reviews effectively. 6. Learning and Development: Provide learning and development resources to support employee growth and skill enhancement. 7. Employee Engagement and Feedback: Foster employee engagement and gather feedback through surveys, polls, and communication channels. 8. HR Analytics and Reporting: Enable data-driven decision-making with robust HR analytics and reporting capabilities. 9. Compliance and Risk Management: Ensure compliance with labor laws and regulations, as well as mitigate HR-related risks. 10. Timekeeping System: In...

We're in need of an experienced Data Science Engineer. The ideal candidate should have a strong background in data science, machine learning, and data analysis. Key responsibilities: - Data cleaning: The candidate should be able to clean and preprocess large datasets. - Data analysis: The candidate should be proficient in analyzing data and extracting actionable insights. - Machine learning modeling: The candidate should have experience in building and implementing machine learning models. Although specific programming language requirements were not provided, proficiency in Python, R, or Java would be a strong advantage. This project does not specify a particular industry domain, but any prior expe...

I'm searching for a tutor skilled in Power BI to deepen my knowledge in dashboard creation, data modeling, and data analysis. Your rich experience in the finance, marketing, or healthcare industry will give a practical edge to my learning. My main objective is to master the tools required for analyzing business data.

I need an experienced engineer to design a Python-based program for a two-axes programmable motion controller that can be integrated into our food processing machine. Key Responsibilities: - The program should support speed control and position control functions. - The system should also feature an automatic reset. Ideal Candidate Skills: - Proficiency in Python programming language - Previous experience in motion control programming - Familiarity with the dynamics of mixing and blending systems in food processing The controller will be used for a mixing and blending system. Please bring any experience that could be relevant to this task. Your expertise is very valuable to us.

I'm in need of an expert in Pyt...of an expert in Python who can implement a neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

I need a professional to connect my OAK PoE camera with a Raspberry Pi 5. I have the camera working perfectly fine on my DELL computer. However, I'm unable to use the camera with my Raspberry Pi 5....documentation I noticed that if the camera is unable to connect to the DHCP server it has a fall-back IP Address, 169.254.1.222. Using my computer, I was able to run a script that gives me the IP address of the camera and I noticed the two matched. It also mentions "In many cases, your host machine will automatically be assigned an IP address in the correct range", which I'm assuming my computer does but my Raspberry Pi 5 does not. To solve this issue, it says that you need to change the static IP of your host machine to 169.254.1.10. Even after doing that, ...

I need a professional to connect my OAK PoE camera with a Raspberry Pi 5. I have the camera working perfectly fine on my DELL computer. However, I'm unable to use the camera with my Raspberry Pi 5....documentation I noticed that if the camera is unable to connect to the DHCP server it has a fall-back IP Address, 169.254.1.222. Using my computer, I was able to run a script that gives me the IP address of the camera and I noticed the two matched. It also mentions "In many cases, your host machine will automatically be assigned an IP address in the correct range", which I'm assuming my computer does but my Raspberry Pi 5 does not. To solve this issue, it says that you need to change the static IP of your host machine to 169.254.1.10. Even after doing that, ...

...to execute an AI-based Android app meant to perform tasks such as image classification and face recognition. An integral requirement for this role is proficiency in the integration of JNI C++ libraries. The foundations of the project include: - Development of an app compatible with Android phones - Integration and enhancement of machine learning algorithms into the app - The app must process object detection & tracking tasks using machine learning The ideal candidate should have: - Prior experience in Android app development - Strong knowledge of machine learning - Proficiency in the integration of JNI C++ libraries Integral to success in this project is a developer's ability to balance technical machine-learning...

I'm looking for a talented graphic designer to create a retro-style logo for my pinball league team. Your creativity and attention to detail will be key in bringing our vision to life. Key Requirements: - Retro Style: The logo should have a vintage, retro feel that captures the essence of classic pinball. - Elements: The design must incorporate a pinball machine and our team mascot. - Color Scheme: I prefer bright and vibrant colors to make the logo pop. Ideal Skills and Experience: - Proven track record in graphic design, particularly in creating retro-style logos - Experience in creating logos for sports teams or leagues would be a plus - Strong understanding of color theory to effectively execute a bright and vibrant color scheme

I need a proficient Matlab Simulink professional to simulate the current production in a semi-truck's solid oxide fuel cell. This should take into account multiple variables, specifically: - Temperature - Pressure - Fuel flow rate These should be varied at high levels in the simulation. With a requirement for medium precision, the model should sufficiently represent the real-world scenario without too much granularity. The goal is to understand how these variables affect the current production. The ideal candidate should have a strong background in thermodynamics, system simulations, and Matlab Simulink. Experience in solid oxide fuel cells and vehicular simulations would be a significant advantage.

The Basketball Trainers App is a one-stop platform for connecting basketball trainers and players. Trainers can showcase expertise, sell courses and products, and provide training while players gain insights, make purchases, and engage in direct interaction. The app includes a premium membership, a multifaceted approach for trainers, a worldwide learning platform, an integrated marketplace, a dynamic community hub, and new features to improve the user experience. In developing the BTA, I used Adobe XD for high-fidelity design and Balsamiq for low-fidelity prototypes. My responsibilities spanned project planning, requirement gathering, user research, wireframing, prototyping, visual design, and collaborative project management.

I am seeking an expert with proficient skills and experience in Artificial Intelligence, Machine Learning, and Data Analysis for the purpose of publishing my research paper in the Expert Systems with Applications Journal. My work utilizes Deep Learning to address Suspicious Action Detection from Surveillance Videos. The ideal candidate should have superb understanding of Behavior Recognition, a technique pivotal to my paper. In this task, the set objectives include: * Editing and proofreading the paper meticulously * Ensuring the subject matter is communicated clearly and effectively * Submitting the paper to the Expert Systems with Applications Journal * Ensuring all the Journal's publishing guidelines are followed diligently Applicants are invited to ...

I'm seeking a knowledgeable professional proficient in Azure Databricks, Azure Data Factory, and ADLS to assist with data manipulation and transformation tasks. In specific, you will be working with semi-structured data, particularly JSON and XML formats. Key tasks will include: - Filtering and cleaning of data - Converting the cleaned data into different formats Having previous experience with semi-structured data and being familiar with machine learning and AI integration will be highly regarded. I'm looking for an individual who can ensure efficiency and accuracy throughout the process. Let's make data work for us!

I am seeking a seasoned web developer to design and build an informational website primarily targeted towards students. The key functionality of the website will involve delivering a variety of educational materials designed to support learning. Required Skills and Experience: - Proven experience in web development, specifically for educational or informational purposes. - Strong familiarity with handling educational content and structuring it in a way that's easy-to-navigate for students. - A rigorous understanding of web accessibility and usability standards in order to appeal to the broad student demographic. Role and Responsibilities: - Design an aesthetically appealing, user-friendly website interface. - Develop a website with features for uploading and accessing educat...

I need an experienced app developer to create an Android application specifically for educational purposes. The primary features would include: - Implementing quizzes and tests - Including interactive lessons throughout. Aesthetic wise, I'm leaning toward a colorful design to make the learning experience fun and engaging. Potential freelancers should have previous experience in educational app development and UI/UX design. Knowledge of gamification strategies for education would be a plus. Note: The interface needs to be user-friendly and easy to navigate for learners of all ages.

I'm in need of a freelancer who can help me get my eLearning platform accredited as soon as possible. Key Tasks: - Research and understand the accreditation requirements of International Association for Distance Learning (IADL), Commission on Accreditation of Distance Learning Programs (CADLP), Accrediting Council for Continuing Education and Training (ACCET) and potentially other relevant accreditation bodies. - Assist with implementing the necessary changes to fulfill the accreditation criteria. - Provide guidance and support in the accreditation process. Skills and Experience: - Expertise in eLearning and online education accreditation, specifically with the mentioned bodies. - Strong research and analytical skills for understanding complex accreditation guidelines...

I need a Flutter application that evaluates the vital state of vehicle tires using visual analysis and machine learning. Key Features: - The app should be compatible with both iOS and Android platforms - It should assess the condition of tires through: - Visual analysis - Machine learning algorithms I'm seeking a professional with experience in building applications with Flutter and integrating artificial intelligence. The ideal freelancer should be familiar with: - Image processing techniques - Machine learning algorithms - Developing for iOS and Android Overall, the goal is to create a user-friendly app that can provide accurate and reliable assessments of tire conditions.

...improvements. The project needs to be updated to the latest version of nodejs. I have included in the attachments the and to get an understanding of what will need to be done. Some packages are no longer maintained and alternatives will have to be found, updated or created. The project environment is set up for Linux so good if you have that setup already on your local machine. Please don't ask what the budget as it is already listed in this posting, your bid is the budget. No payout will be made until the project is complete. Key Responsibilities: - Adding new features to the existing framework - Implementing performance enhancements - Providing updates Ideal Skills: - Proficiency in Ember.js - Prior experience with performance improvement - Expertise

In this project we need to remake the app (which is in React Native) in Flutter, in order to monetize with Yandex ads.

...of humans wearing handbags in various ways. Key Aspects: - The primary goal of this project is to generate high-quality images of humans wearing handbags. - The system should accept both images of handbags and models as input. - I'll need the model to adjust the handbag size on the model and simulate different lighting conditions. Skills and Experience: - Strong background in machine learning and computer vision, particularly in image generation and manipulation. - Experience with virtual try-on systems or similar projects will be highly advantageous. - Proficiency in handling image processing and customization would be a plus. It's important that the outcomes of this project are user-friendly, accurate, and of high quality. A successful comple...

I am in need of an expert Power BI developer who can help me integrate AI features into my existing project. Specifically, I'm looking to incorporate Natural Language Processing, Machine Learning Models, and Predictive Analytics functionalities. Key Requirements: - Proven experience in implementing AI features in Power BI is a must. - Strong background in Natural Language Processing, Machine Learning Models, and Predictive Analytics. - Proficient in working with SQL databases and Online APIs for data integration. - Ability to deliver a dashboard with basic filtering and sorting capabilities. Your main tasks will include: - Integrating the AI functionalities into the Power BI project. - Ensuring seamless communication between Power BI and the SQL da...

I a...guidance to efficiently set up Meltano for data pipelining primarily from relational databases such as MySQL and PostgreSQL. The goal is not only to have a system in place but also to grasp a deep understanding of the whole process. Key responsibilities: - Set up Meltano for data pipelining from relational databases - Offer expertise and guidance throughout the setup process Ideal Candidate: - Expertise with Meltano and data pipelining - Experience with relational databases particularly PostgreSQL - Excellent communication and teaching skills - Attention to detail, patience and willingness to explain complex concepts in a digestible manner. I look forward to collaborating with a professional who can offer high quality assistance, and expedite the learning...

I need an expert in Power BI data analysis who is also adept at implementing AI technologies in the field. Key Responsibilities: - Data Cleaning and Preparation: I need you to clean and organize the data so that it is ready for analysis; this includes removing any irrelevant data, managing missing values, and dealing with inconsistencies. - Data Visualization and Dashboard Creation: You should be proficient in creating visually appealing and insightful dashboards using Power BI. - Machine Learning Model Implementation: I need you to apply machine learning models to the data to predict outcomes or discover patterns, and then integrate these models into the Power BI dashboard. Data Type: The data you will ...

...to quickly identify and fix whereas I would have to spend an much more time to identify it Main Goal: Increase website traffic Target Audience: it is HVAC ecommmerce heavy equipment sales which are shipped into the field, nationwide with fulfillment centers in nearly every state, so ship to the fields locally to the buyer which needs to be emphasized as HVAC is in essential service product classification so the demand is high, and even higher, when locally shipped and fulfilled that as a authorized direct dealer of the brand can do this locally for much quicker local service than competitors having to ship and fulfill from whatever home state the company is in Budget: Less than $500 per month Skills and Experience: - Proven experience in managing successful Google Ads campaig...

I'm in the market for an experienced professional who can set up a comprehensive IP CCTV system for me using Blue Iris software. - The Scope: Align and configure 120+ cameras onto the system optimally, ensuring maximum area coverage and efficient running of the software. 1. Make sure Deep Stack AI is installed on all the cameras to detect motions for only Humans, Machine Movements, Vehicles, Trucks from 50% confidence level 2. For cameras pointing outside the yard perimeter, to create detection zones, i.e. people walking close to the perimeter fence and ignore cars in the main road 3. Ensure settings for recording, is only clips during AI motion detection, no recording at all when there is no motion detected 4. Set the detection clip video file format to MP4 and ensure all p...

I'm seeking a versatile freelancer to develop an object detection-based localization project. The primary aim is to identify, track, and precisely determine the location of a mobile robot, with a focus on real-time continuous tracking. - Key Tasks: - Develop an objec...aim is to identify, track, and precisely determine the location of a mobile robot, with a focus on real-time continuous tracking. - Key Tasks: - Develop an object detection tool for a mobile robot - Ensure a high degree of accuracy in real-time continuous tracking - The system will function in an indoor environment Ideal freelancer needs to have skills in robot motion algorithms, machine learning, and a deep understanding of complex robotics-related technologies. Experience in indoor robot l...

I am in need of someone equipped with a strong understanding of YouTube's policies and community guidelines to assist in recovering my channel which was recently removed. Below are specific details about the situation: - Despite receiving reasons for the removal, their complexity has made comprehension challenging. - The channel was predominantly focused on providing learning and educational content. - The intended audience was adults. The perfect candidate for this project would have expertise in YouTube's policy enforcement and the process of account reinstatement. Experience with successfully appealing YouTube's decisions would be excellent. Exemplary communication skills and patience are also necessary, as you'll be needing to decipher the given reasons a...

...informational web project with an integrated machine learning model. Key Features: - Capability for users to upload images to be processed and recognized by the model - Implement Image Recognition as the preferred machine learning model type. Proven experience in machine learning, particularly Image Recognition, and web development is a must. Your expertise should include building and managing user-friendly web platforms that can handle high volume image uploads, processing, and cataloging. Your responsibilities will also encompass integrating the Image Recognition model onto the platform seamlessly. This project is detail-oriented and requires a developer who can create a robust, secure, and user-friendly interface that successfully utili...

...a category column—Card Trading. Members who log in can upload related items to sell, but only to that column; they cannot upload to other columns. Let's break it down step by step: User Column: Modify the administrator's product management template. The administrator will set up a category, such as the Card Trading Market. Then, all items uploaded by users will be categorized under this classification. To purchase items in this category, users must log in. When a member purchases an item uploaded by another member, relevant orders will be recorded in the purchasing member's history. They will have two buttons: "Confirm Receipt" and "Complaint." If the purchasing member has no issues, they can confirm receipt. The corresponding amount...

本项目旨在开发一个基于 和 MDX 的互动学习网站。我们的目标是实现一个翻转卡片选择题组件，以增强用户的学习体验。该组件将嵌入到由 Contentlayer 处理的 MDX 文件中，并能够加载自定义 React 组件。 This project aims to develop an interactive learning website based on and MDX. Our goal is to implement a flip card quiz component to enhance the user's learning experience. This component will be embedded into MDX files processed by Contentlayer and will be capable of loading custom React components.

... and specific location along the track. - Generate track maintenance recommendations based on defect analysis to guide repair prioritization and scheduling. Ideal Skills and Experience: - Proficiency in Python programming, especially in data analysis, image processing, and machine learning models. - Experience in developing applications for infrastructure monitoring, particularly in the railway sector. - Strong understanding of railway track engineering and defect types. - Ability to integrate software with hardware sensors and cameras for real-time data collection. - Knowledge in GIS (Geographic Information Systems) for accurate defect mapping and location tracking. Your work will significantly contribute to the safety and reliability of rail transport ser...

...functional and debug any issues. Integrate and test the payment gateway to ensure smooth transactions. Develop a robust chat system that allows users to communicate effectively within the site. Set up and troubleshoot an SMS notification system using the Twilio API. Create a feature for sending contact verifications via SMS, with automatic data storage in both admin panel and user dashboard upon login and verification. Enhance site security to protect user data and prevent unauthorized access. Embed video content from Vimeo in a way that conceals the source from users. Display text lessons clearly and ensure all content is accessible. Add a system for users to request access to all lessons, which sends notifications to an admin for approval. Implement a tracking system in ...