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I'm seeking a creative professional to craft educational and tutorial videos primarily for university student audiences. The main goal is to inform and educate viewers, breaking down complex ideas into digestible fragments. Key Responsibilities: - Develop and produce educational and tutorial content - Ensure the content is engaging and helps students grasp tough concepts easily Ideal Skills: - Video production and editing - Knowledge in university-level subjects - Ability to simplify complex topics - Strong creative skills to engage the target audience Experience in educational or tutorial video production, especially targeted towards university students, is highly preferred.

...person/team with experience in installing the following software, there is a manual, please read the instructions. I am sending an installation request. I need to start the installation process as soon as possible. Downloading the software: Tutorial A comprehensive tutorial presented at NeurIPS 2023 - Seamless EXPO, the place to learn how to use the entire set of Seamless models. Feel free to play around with the notepad. Tutorial link: Request to install the programme from GitHUB: Seamless is a family of artificial intelligence models that enable more natural and authentic communication across languages. SeamlessM4T is a massive, multilingual

I'm planning to create a YouTube channel focusing on share and securities training. I will mainly be posting tutorial videos about stock market basics, investment strategies, and risk management techniques. Here's what I'm looking for: YouTube channel monetization of - **Video Editing:** I need a professional who can help with the full spectrum of video editing, including basic cuts and transitions and advanced effects and animations. - **Channel Monetization:** Since I want to generate revenue through my channel, I need someone with experience in optimizing videos for the YouTube algorithm and increasing monetization opportunities. Ideal skills and experience for this job include: - Proven experience in creating and editing YouTube

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 or content the user interacts...

...motion graphics (text animations, titles) for my educational or tutorial-themed Instagram reels. Your main tasks will revolve around giving a dynamic visual appeal to the videos, ensuring they're engaging and on-brand for the platform. Key Responsibilities: - Implementing text animations and titles to enhance educational content - Ensuring the videos are concise and well-paced, as they should be up to 15 seconds in length - Collaborating with me to understand the key messages and ensuring they are effectively communicated through the visual elements Ideal Skills and Experience: - Proficiency in video editing software, particularly with motion graphics capabilities - A portfolio demonstrating your experience with educational or tutorial content - Understanding of the...

Delete blank page in Word document and tell me HOW to do it. 10 dollars only

I'm looking for a proficient practitioner in Tensorflow and machine learning to help develop a solution based on image and video data. Here's what I need: - Design and train a machine learning model that can extract meaningful information from our data. - The model should be capable of scene recognition in video and images. Your solution needs to reliably and accurately identify and classify different scenes. - You should be comfortable working with Tensorflow and have a solid understanding of its capabilities and limitations. Ideal skills and experience: Tensorflow proficiency, solid training in machine learning, experience in working with image and video data, and expertise in scene recognition algorithms. Your proposal should detail your plan of acti...

I have a tutorial video of less than 5 minutes that requires professional editing. The editing process should include: - Precise trimming and sequencing - Minimal effects and transitions, to refine its instructional nature while maintaining viewer engagement - Sound and picture quality optimization Ideal candidates should have experience in tutorial video editing, creative graphics, and be well-versed in smooth transitions. Please apply with relevant work samples.

I'm seeking a proven expert in Artificial Intelligence for an ambitious project. The primary goal is to de...project. The primary goal is to develop a new AI-based solution focused on English speaking. Though technology or software experience wasn't specified, proficiency with prominent AI tech and software is anticipated. Ideal skills and experience: - Expertise in AI and software development - Experience in language processing AI - Proven success with similar AI projects - Familiarity with Python, TensorFlow, PyTorch etc. is desirable but not mandatory Your role will extend from ideation to implementation, ensuring optimal efficiency and innovating throughout the process. Results-driven, creative thinkers with a keen eye for detail are encouraged to bid. Let's b...

I'm seeking a proven expert in Artificial Intelligence for an ambitious project. The primary goal is to de...project. The primary goal is to develop a new AI-based solution focused on English speaking. Though technology or software experience wasn't specified, proficiency with prominent AI tech and software is anticipated. Ideal skills and experience: - Expertise in AI and software development - Experience in language processing AI - Proven success with similar AI projects - Familiarity with Python, TensorFlow, PyTorch etc. is desirable but not mandatory Your role will extend from ideation to implementation, ensuring optimal efficiency and innovating throughout the process. Results-driven, creative thinkers with a keen eye for detail are encouraged to bid. Let's b...

...looking for an experienced developer who can take a code base and dataset I provide, construct an Abstract Syntax Tree (AST) based on them, and then create an Autoencoder using TensorFlow to compress the resulting AST for a classification problem. Key requirements for this project include: - Proficiency in Python: You will be working with a Python code base and dataset. Familiarity with Python is essential for this project. - Understanding of AST: You should be able to construct an AST tree based on the provided dataset and code base. - TensorFlow Experience: I would like the Autoencoder to be developed using TensorFlow, so prior experience with this framework is a must. - Output format: The desired output format for the Autoencoder is JSON, so you should be comf...

I require a freelancer with skills in WordPress, RecordRTC usage, and video editing. The goal is to create a WordPress page which includes the following: - A voice recording feature using RecordRTC or other third party library, the recorded files should have option to save locally on the device or saved onto OneDrive cloud storage. - The page should list the saved voice recording files and able to play the recording or delete the recording file. - A YouTube instruction video using recorded screen activity to guide users on how to use the page and the recording feature - A very brief instruction text beneath the video - A contact form for user inquiries - Bonus: if you can implement the automatic audio recording transcript will get extra bonus. Freelancer must have experience in developin...

...degree of flexibility in your approach. However, although coding expertise and familiarity with C# and Amazon's SP-API is a must, an understanding of how inventory management systems work would certainly be advantageous. Key skills include: - Proficiency in C# - Experience with Amazon SP-API and MWS - Understanding of Inventory Management Systems

I am dealing with a YouTube monetization issue that started less than 1 months ago. My channel is primarily focused on educational and tutorial content, and I hit a roadblock when it comes to monetization, specifically on step 2. For this project, I would need: - An expert with an in-depth understanding of YouTube policies. - Someone with a solid track record in solving YouTube monetization issues. Your task will include: 1. Troubleshooting: Dive deep into the problem, identifying the primary causes. 2. Solution Proposal: Develop a strategy to navigate and rectify the issue swiftly. The ideal candidate should bring a problem-solving mindset, an understanding of YouTube's monetization policies, and a proven track record of managing similar issues. The goal is to monetize t...

I am seeking a skilled professional who can take an existing caffe model and convert it into an efficient object detection TensorFlow model with the following requirements: - Implement the model in Python: As my preferred programming language is Python, the model should be implemented in this language. - Surveillance Application: The primary application of the model is surveillance. This means that the model should be designed to be used in a surveillance context. - Real-Time Processing: The model must process in real-time. This means that it should be able to detect objects with minimal delay, crucial for surveillance applications. Other requirements include: - mAP, F1 Score & FPS Analysis: Provide a comprehensive evaluation of the model's performance through mAP, F1 sco...

...specifically designed for course creation and tutorials. This will encompass a variety of topics including academic subjects, professional skills courses, hobby classes and English language courses. The main content delivery will be in the format of video tutorials. Ideal Skills/Experience: - Proven experience in creating WordPress sites for e-learning - Knowledge of optimal formats for video tutorial integration - Understanding of e-commerce if applicable to course payments - Ability to ensure smooth user-friendly course navigation design - Familiarity with creating dynamic, engaging course pages - Strong grasp of SEO tactics to attract traffic to the site - Ideally, experience in launching similar multi-disciplinary course platforms. Gemini was just updated. See update ...

I need a TensorFlow model created in Python, specifically for object detection. The model should be constructed from Caffe layers, with a focus on achieving optimal F1 Score, mAP, and FPS. The deliverables of this project should include: - A well-optimized TensorFlow model for object detection, with a clear focus on performance metrics like F1 Score, mAP, and FPS - Detailed technical explanation of the model, alongside relevant code snippets - An in-depth architecture explanation that highlights the transition from Caffe layers to TensorFlow, as well as the reasoning behind each design decision Ideal Candidate: - Proficient in Python and has worked extensively with TensorFlow and Caffe - Prior experience in creating and optimizing models for object detection -...

I'm looking for a skilled developer who can assist in creating a TensorFlow model based on the provided Caffe model files. - The Caffe model is available in both .caffemodel and .prototxt formats. - The primary goal is to create an object detection model using TensorFlow. - The details about the desired input size for the images in the TensorFlow model should be deduced from the Caffe model provided. - Also provide F1 Score, mAP, FPS and architecture in-depth explaination of the model. Ideal candidate should have: - Proficiency in both Caffe and TensorFlow. - Proven experience in object detection models. - Ability to work with different image input sizes. Dataset will be provided !

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.

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...

I'm eagerly seeking an online tutor with prolific expertise in the NDIVA Omniverse ACE, to guide me, a complete beginner. This task involves: - Developing an easy-to-follow tutorial that is comprehendible for someone without prior knowledge. The tutor should adapt their teaching methods to suit my level of understanding. - The focus will be on NDIVA Omniverse ACE. The course should be structured in an organized manner, with clear explanations to facilitate practical understanding. The perfect candidate should: - Have substantial knowledge and experience in working with NDIVA Omniverse ACE. - Proven experience in online tutoring. - A great communicator, proficient at explaining even the most intricate ideas with simplicity and clarity. - Patient, adaptive and innovative in...

I'm in need of a professional who can create video tutorials for me. I find it challenging to understand things when provided in a technical way. I am seeking someone who can provide me with clear, step-by-step instructions. Ideal Skills and Experience: - Ability to simplify complex information - Proficiency in creating video tutorials - Great communication skills - Patience and understanding The scope of the tutorials is open-ended. It may involve explaining software usage, programming concepts, or even product assembly. If you're adept at breaking down complicated instructions into simple, easy-to-digest steps, then I'd love to hear from you.

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...

...FEATURES: - User registration and login: There needs to be a straightforward area for potential users to register and account and log in. - Course listing and search: The major purpose of the site revolves around an engaging, user-friendly course listing and search functionality. - Video lectures and tutorials: Video content is king these days, and my site definitely needs the ability to host and play tutorial videos. DESIGN REQUIREMENTS: I don't have a specific design in mind and need your professional input and creativity on this matter. Please help me come up with a design that is not only eye-catching but also user-friendly. IDEAL SKILLS: - Proven website development experience - Familiarity with educational websites or e-Learning platforms - Strong UX/UI skills - Des...

...professionals aged 20-45 (females) to my site. The primary focus of this project is to increase my website traffic through Instagram. Your role will be to create compelling posts that will resonate with professionals aged 20-45, piquing their interest and motivating them to visit my website. Key responsibilities would include: - Crafting and scheduling posts that would include product photos and tutorial videos - Engaging with our audience on Instagram - Using Instagram features like stories, reels, and IGTV effectively - Providing regular reports on the performance of the posts I am looking for a professional who has: - A proven track record of successful Instagram marketing campaigns - Thorough understanding of Instagram's algorithms and features - Experience in crea...

I'm looking for an experienced tutorial creator to help me with making a video tutorial. Specifically, I need a step-by-step guide that's aimed at beginners with no prior knowledge. Key Requirements: - Video Tutorial: This tutorial will be in video format. - Guiding Through a Process: The main goal of this video is to guide viewers through a particular process or task. - Beginner-Friendly: It is essential for the content to be easily understandable for people with no prior knowledge on the topic. Ideal Skillset: - Proficient in creating video tutorials - Experience in guiding through a process or task - Understanding of how to apply beginner-friendly teaching methods Feel free to share any relevant experience you have in this area. Thank you.

Hello, One of our clients has a requirement for on-site video maker and editor. They have got all the equipment (a very high-res Canon Camera and other accessories) and want to start a Kid's YouTube Channel and looking for someone to make and edit videos. Ideally, they need someone to be located in Islamabad/Rawalpindi area in Pakistan for ease of collaboration and working. So if you are not available in that area, bother not to apply. If you are, we will connect you with the client.

I'm looking for a skilled video producer and editor to create tutorial videos which are mainly 1-3 minutes in duration but could occasionally stretch to 5 minutes. This role involves: - Producing high-quality, clear screen recordings - Editing videos for clarity and seamless viewing - Integrating a working microphone for sound capture These video's will not be hard to make (I have some example videos in the end of the description). Just basic editing, basic recording. You have to use your own voice, webcam if possible, but not needed. This is how it will work: 1. Topic I will provide you with a video topic / title. This topic will be a 'How To' topic. For example, I will give you this title: How to change background in windows. 2. Research You will do res...

As a passionate educator, I am seeking an innovative and skilled video creator able to generate a series of explainer, product demo, and tutorial videos for my students. This project involves the use of mixed media, combining both live action and animation to create an immersive, enlightening experience. Key Responsibilities: - Create engaging explainer videos that detail complex concepts and processes - Develop product demo videos highlighting the uses and applications of various items - Generate tutorial videos explaining step-by-step procedures or instructions Ideal Skills and Experience: - Strong capability in creating mixed media content: combining live action footage with animated graphics - Experience in creating content tailored for students and geared towards ed...

I'm looking to develop a real-time Arabic Sign ...an educational resource, specifically to cater to the needs of the general public. - **Deployment Platform:** The final model will not be deployed on any specific platform but will be available for training and inference in a .ipynb notebook. Ideal Freelancer: - Proficient in Python and MediaPipe for real-time hand tracking - Experience in developing machine learning models, especially in TensorFlow/Keras for the .ipynb and .h5 formats. - Familiarity with sign language, particularly Arabic sign language, would be advantageous. - A background in educational technology or experience in creating educational resources is a plus. Please make sure to include any related experience, projects, or research that you think would b...

...processes, enhance efficiency, and provide a competitive edge to our clients. Data Analysis and Visualization: Harness the power of Python libraries such as Pandas, NumPy, and Matplotlib to perform in-depth data analysis, extract actionable insights, and visualize complex data sets effectively. Machine Learning Solutions: Develop machine learning models and algorithms using Python frameworks like TensorFlow, Keras, and Scikit-learn to enable predictive analytics, pattern recognition, and automated decision-making. Web Development: Create dynamic and responsive web applications using Python-based frameworks such as Django and Flask, ensuring scalability, security, and a seamless user experience. Integration and Automation: Integrate disparate systems, automate repetitive ta...

I need a professional to compile and configure the app with Android Studio and give me the apk ready to publish it on Google Play. I deliver the source code of the application with the latest Flutter SDK update and work with WordPress backend. It will also have a structure tutorial and configuration manual. It is not complicated or time consuming for a professional with basic knowledge of Android, Java, Fultter The application is working with the backend via the REST API. The backend returns JSON data and displays it on the app. The package is full source code and complete solution. It includes the source code for mobile and backend. Later we can hire another job for iOS. Thans for your attention

I'm seeking an experienced PHP developer, with skills in JavaScript and MySQL. I have a Production System that requires an immediate update to have additional product types listed for sale in it's custom PHP Cart System that uses a dynamic pricing table and Calendar module. I have tutorial videos on its functionality to help guide you. However, the two new product types are new to the system and will need to be created. Key Requirements: - Expertise in PHP, MySQL, JavaScript - Constructive problem-solving skills - Ability to adapt to unknown project scopes. Your role may involve building complex applications or simple website scripts. With the uncertain nature of the tasks, a flexible and proactive approach is ideal. It'll be a bonus if you've worked on divers...

Please refer to "Saving c...refer to "Saving changes" item in: Write javaScript code to send data to a specific URL (to be defined). Handle three different situations: adding, editing, and deleting events on the Bryntum calendar (). - Each time an event is added, edited, or deleted, relevant event details are sent to the designated URL. - This may include the event id (when then event is being edited or deleted), and others which will be dealt with later on this project or on a next project. Ideal Skills: - Experience with JavaScript - Check Bryntum Calendar live demo at This is a very simple project! Looking forward to your proposals.

I'm looking for a dedicated professional to undertake basic editing tasks for a series of educational tutorial videos. You will be provided with raw footage that needs trimming and merging to create a seamless learning experience for viewers. Your tasks will include: - Trimming unnecessary parts - Merging clips to ensure logical sequence - Ensuring smooth transitions between frames - Delivering finalized products in a timely manner Ideal candidates should have: - Proven experience in video editing, particularly with educational material - Proficient in using various video editing software - Excellent attention to detail - Ability to meet deadlines successfully Please provide your previous work samples along with your bid. Looking forward to collaborating with a talented i...

I'm looking for a skilled machine learning expert who's well-versed in Python to assist me with a project. Key Requirements: - Strong knowledge of Python - Experience in creating machine learning models - Understanding of common machine learning algorithms and techniques Please note ...looking for a skilled machine learning expert who's well-versed in Python to assist me with a project. Key Requirements: - Strong knowledge of Python - Experience in creating machine learning models - Understanding of common machine learning algorithms and techniques Please note that while I haven't specified a particular framework, proficiency in at least one of the popular frameworks such as TensorFlow or PyTorch would be a plus. I'll provide more details about the p...

...existing CNN-based breast cancer detection code to include the VGG16 model. This will involve: - Complete refactoring of the code. - Implementation in Python using both TensorFlow and Keras. - Creating detailed comments to provide robust explanation and understanding of the code. Max Budget--> 2500 Min Requirement --> An equivalent implementation using any of VGG16 or VGG19. Link of the Project : The ideal candidate for this job would possess extensive experience in Neural Networks especially in VGG models, Python, TensorFlow, and Keras. Understanding of breast cancer detection methods would also be beneficial. I'm seeking a professional who can provide quality assurance, and ensure the refurbished code remains

Objective: We are seeking an individual or company skilled in neural networks and Keras to develop a predictive model. This model will forecast the occurrence of a phenomenon based on historical data. Requirements: Data Acquisition: Historical data required for training the model will be fetched via an API from our comprehensive database, which is updated multiple times weekly. Data Processing: All retrieved data will be processed to facilitate effective model training. This includes Exploratory Data Analysis (EDA) to identify impactful data, outlier detection for data quality, and feature engineering to determine the final model inputs. Model Development: Train two types of models using Deep Neural Network (DNN) and Long Short-Term Memory (LSTM) architectures: A classification mo...

I'm in need of a detailed, comprehensive video tutorial on email phishing techniques. The primary aim of this tutorial is to serve as a research resource in the field of email phishing. The ideal candidate for this project should be well-versed in the following areas: - Email phishing: The freelancer should have a comprehensive understanding of various email phishing techniques that are prevalent in the cyber world. - Video tutorial creation: The tutorial should be engaging and easy to follow for users who may not be experts in the field. - Cybersecurity: A general understanding of cybersecurity principles would be beneficial to ensure accurate portrayal of email phishing threats and preventive measures. The video should encompass all aspects of email ph...

Draw air duct for intake and exhaust to a ks3m crypto machine. These will be 3D printed and must be drawn in fusion 360. The file should be sent to me and also a tutorial video in English how to draw this step by step. I have model of the mashine in stp file and picture.

Draw air duct for intake and exhaust to a ks3m crypto machine. These will be 3D printed and must be drawn in fusion 360. The file should be sent to me and also a tutorial video in English how to draw this step by step.

...technician to perform a series of optimizations on an Origin gaming laptop (model: EVO15-S) and install several Large Language Models (LLMs), including Mistral v0.2 Dolphin, Varuna, and Falcon LLMs, to enhance its performance. The ideal candidate will have extensive experience with hardware and software optimization, LLM installation, and the ability to follow specific instructions provided via tutorial links or documentation. Responsibilities: • Disk Space Cleanup: Thoroughly clean up the disk space to ensure optimal performance. • Performance Optimization: Implement measures to significantly enhance the laptop’s speed and responsiveness. • LLM Installation: Install the following LLMs on the laptop, ensuring they run smoothly without any issues: ...

Please see the attached brief for project details:

We are looking for a Computer Vision Developer who can...image classification algorithms - Create and deploy object detection models - Ensure high level of accuracy in the indoor environment Ideal Skills and Experience: - Proficient in Computer Vision techniques - Strong experience in Image Classification and Object Detection - Proven ability to deliver high accuracy models, ideally in indoor settings - Expertise in using popular frameworks like TensorFlow, OpenCV, or PyTorch - Good understanding of optimization techniques for accuracy - Ability to work independently and meet deadlines. Task: Create a functional recognition model with a freely chosen machine learning framework that identifies the coordinates of the contours of boxes in pixel coordinates. Please, check pictures...

I'm looking for a part-time influencer to create engaging tutorial videos promoting our product on various social media platforms. Ideal Skillset: - Expertise in creating quality tutorial videos - Strong social media presence - Knowledgeable about our product for seamless promotion - Excellent communication skills

...Create Image supporting CXL implementation. - Image should tested with loadable module: ; ; ; cxl_port.ko. - QEMU: - If better support DAX. - I need the full-detailed tutorial on how to do it I am trying to to a developing the CXL support for Gem5. I finished the basic architecture and control/register design. Currently, I need a kernel booting reference from QEMU. The following is what I want: 1. target linux kernel version: 5.19-6.3. ARM64 2. target system image: Ubuntu. I need the image building tutorial. 3. the Kernel congiuration should support PCIE and CXL.(I can provide the .config file) 4. Compile the linux kernel's CXL-related modules, and put it in the image. Try to load/insmod the .ko mannuallly. 4.1. 4

As a beginner in MATLAB and Excel, I'm currently seeking an experienced programmer to guide me through the process of calculating RPM. The core objectives of this project are: -to clearly presented on the g-forces the riders will be exposed to for each of the 3 speeds, whether th... to produce a scatter plot representation of the imported data in MATLAB. This project primarily involves data from an experiment, so I'm aiming at gaining knowledge of not just importing data but also how to use MATLAB for data analysis. For you, prob need a bit of math skills, defin need to be good at sciences and Matlab, i am hoping someone that can explain to me in detail, step by step tutorial would be preferred. *NOT DOING MY ASSIGNMENT, BUT TEACH ME HOW TO DO IT *online meeting ...

...unauthorized individuals. 3. Activity Monitoring: The system should be smart enough to monitor activities within the common and specific areas round-the-clock. This project will be implemented from scratch; we don't have any existing surveillance cameras or access control systems at the moment. Ideal candidates should have a proven track record with Computer Vision/AI technologies, such as TensorFlow or OpenCV, and experience with hardware integration. Prior experience in security surveillance software development will be a plus. A developer with expertise in computer vision, artificial intelligence, and deep learning is needed to create a functional MVP (Minimum Viable Product) prototype of a security monitoring system based on real-time video analytics. The goal is t...

I'm seeking a proficient Python developer with experience in machine learning and TensorFlow expertise. My project involves: - Overcoming an existing obstacle with my existing code to make it run on Google Collab - Providing a Read me file explaining how to run the project and explain what is happening and also what changes are to be made must be mentioned. - Find and Explain how to use the dataset and what could be done to improve the accuracy of the model further. Ideal candidates have a solid background in Python and TensorFlow for handling machine learning tasks. Your experience with Google Colab will greatly benefit this project as you'll be troubleshooting code specific to this platform. The code for the paper attached below can be found at