Databricks scala notebook exampledela

I'm urgently in need of a Python specialist to accomplish an assignment using Jupyter Notebook. The task involves reading and merging multiple Excel sheets, and subsequently creating visual representations for the collated data. Key requirements are: - Deep knowledge of Python for data analysis - Proficiency in creating Bar Charts, Scatter Plots, and Line Graphs. - Strong skills in Excel data manipulation. Required libraries/packages expertise: - Matplotlib - Seaborn - pandas Your responsibility will be to decode the problems presented, manipulate provided Excel data accordingly, and present the output in an understandable visual format. Previous experience in similar tasks will be highly regarded. Will show the work on zoom and will connect and probably do it together Ma...

I'm looking to develop an AI-powered Advice Notebook capable of dispensing legal advice. This project's core aim is to automate customer support, making legal advice accessible to the general public through this platform. Key attributes for successful completion of this project include: - Expert knowledge and programming skills in Open AI, - Familiarity with legal terminologies, - Experience in integrating AI bots with digital platforms and - Expertise in designing AI models that interpret generic legal inquiries. In essence, the AI bot should be able to navigate legal inquiries from the general public with precision and accuracy. Legal experts who also have experience with AI bot creation will be best suited for this project.

I'm in need of a Python expert who can meticulously extract text and tables from PDFs for data analysis. The requirements are as follows: - Develop a Python solution in form of a Jupyter Notebook - Preferable use of the libraries PyPDF2, Tabula, PDFMiner, PyMuPDF, and PDFPlumber for extraction Required Skills and Experience: - Proficient in Python - Familiarity with Jupyter Notebook - Experience with PyPDF2, Tabula, PDFMiner, PyMuPDF, and PDFPlumber - Data extraction and analysis expertise. Your commitments would include understanding the architecture of the PDFs, and the most effective library for extraction in each case. The ultimate goal is to create a Python script that eases the data extraction process for subsequent analysis. Whoever can most efficiently ex...

I am seeking a proficient AI expert for the installation and setup of Autoclaude in a Google Collab notebook. The main purpose of this setup is to have Autoclaude effectively generate Python codes. (MAYBE ALSO: Auto GPT, Reworkd Agents, must be able to either write code or execute code) Installation capabilities should include: - A seamless and efficient setup process for Autoclaude - An understanding of handling GPT models, particularly Autoclaude Functionality requirements: - After installation, Autoclaude should generate Python codes successfully within the Google Collab notebook Ideally, you should also be adept at writing files to space without any issues encountered. An understanding of Google Collab notebooks and proficiency in Python are crucial for this proje...

I'm looking for a talented and innovative graphics designer to create a logo from existing example.

...their performance against each other. Key responsibilities: - Conducting performance tests on LLMs. - Analysing the results and comparing them to identify the best performing system. - Providing recommendations on how to optimize the performance of the chosen LLM. - Set up a local testing environment (chatbot, playground dashboard) - Set up a cloud server (API server) - Google Colab, Jupyter Notebook - All configuration, test scripts in python, bash and exe) - Dockerized images for future implementation - Our Korean dataset of 20,000 published to HuggingFace workspace based on an existing Korean dataset - documentation 1. testing items/procedures 2. instructions, manuals of this project. You will also be required to integrate the API server with third-party APIs. Experience ...

I need a veteran Python programmer who excels in mathematical analysis within Python. This project will be undertaken on the Jupyter Notebook platform. You will be tasked with a critical project focusing on arc diagrams, namely: - Analysis, debugging, and explanation of code related to these diagrams. - Performing both theoretical and mathematical algorithmic analysis on arc diagrams - Writing and implementing code that's capable of counting specific types of arc diagrams - Modification of arc diagrams which are tied down by specific constraints My project requires a seasoned expert with: - Experience and fluency in Python programming. - Strong background in mathematical analysis, and able to demonstrate this in the Python language - Proven track record or similar; experienc...

I need a veteran Python programmer who excels in mathematical analysis within Python. This project will be undertaken on the Jupyter Notebook platform. You will be tasked with a critical project focusing on arc diagrams, namely: - Analysis, debugging, and explanation of code related to these diagrams. - Performing both theoretical and mathematical algorithmic analysis on arc diagrams - Writing and implementing code that's capable of counting specific types of arc diagrams - Modification of arc diagrams which are tied down by specific constraints My project requires a seasoned expert with: - Experience and fluency in Python programming. - Strong background in mathematical analysis, and able to demonstrate this in the Python language - Proven track record or similar; experienc...

I am in need of a Python programmer who is proficient in mathematical analysis and can write codes specifically for arcs. The project will be carried out on Jupyter Notebook platform. Key Requirements: - Proficiency in Python programming - Strong background in mathematical analysis - Experience writing codes for arcs Ideal Skills: - Python - Jupyter Notebook - Mathematical analysis - Arc coding Your role will be to analyze data in the context of arcs, and write corresponding Python codes, making sure that all work is done accurately and efficiently. The successful completion of this project will require not only a high level of technical skill, but also attention to detail, and the ability to communicate effectively about your process. A background in data analysis is ess...

I'm in need of a reliable freelancer to find a sample medical file from the USA that includes a police report from an accident. The file should be at least 200 pages and can contain doctor notes, insurance claim documents, police report, treatment plans, medication and treatment prescribed, and bills for services and costs. This can be a completely fake file, as I need it to test software I am using. Otherwise, it can be filed publicly or filed as part of a lawsuit. This should not be from a real person who has not given consent, unless it is already make public. It should not contain redactions.

Hey there! I'm looking for someone to create a model that can identify regular website traffic from bot traffic using two datasets. I have two datasets in the form of JSON array with user analytics (with each ...10,000 entries for each.) I prefer to use almost all possible features from these datasets, except confidence feature which can be disregarded. (Please check the dataset so you can get an idea) Datasets: Good Dataset Bad Dataset I have attached a sample from both so you can see. (In this sample, I only have one entry for you from each dataset.) Deliverables: Well documented Jupyter File Notebook (With clear steps, some data visualisation, testing, and also model should be saved in the end) Minimum Accuracy should be at least 90%. Deadline : 5th of May Max Budget...

Hey there! I'm looking for someone to create a model that can identify regular website traffic from bot traffic using two datasets. I have two datasets in the form of JSON array with user analytics (with each ...10,000 entries for each.) I prefer to use almost all possible features from these datasets, except confidence feature which can be disregarded. (Please check the dataset so you can get an idea) Datasets: Good Dataset Bad Dataset I have attached a sample from both so you can see. (In this sample, I only have one entry for you from each dataset.) Deliverables: Well documented Jupyter File Notebook (With clear steps, some data visualisation, testing, and also model should be saved in the end) Minimum Accuracy should be at least 90%. Deadline : 5th of May Max Budget...

Hello, i need someone good programmer who is able to modify ASF CDC echo example for atsamd11d14 mcu. When receive '1' by CDC -> set 2 pins of mcu When receive '0' by CDC -> reset these 2 pins of mcu And i would like device to be visible in Device Manager or Linux like 'USB CDC'

I'm seeking a knowledgeable Databricks Data Engineer to expertly navigate Python and Pyspark programming languages for my project. Your primary task will be optimize Delta Live Tables pipeline that is processing real-time data processing, optimization, and change data capture (CDC). An extensive working knowledge of Azure cloud platform is a must for this role. Your understanding and ability to apply crucial elements in these areas will greatly contribute to the success of this project. Applicants with proven experience in this field are preferred. In your proposal state if you have DLT experience else you wont be considered.

...grammar checked coding requirements: - clean code in terms of clean code book - best practices for development (code level documentation, common patterns, OOP as possible) - best practices for agreed and choosen libs/frameworks - classes are reusable for later extensions and reuse options (after MS4) Deliveries? - in our on premise git (access will be granted to you) - full sources (NO! Jupyter Notebook) - multiple samples of videos will be shared via URL to download - bash to build & run your code - poetry build - unit tests for each layer of the application - latest stable python version - libs, need prior confirm and we prefer to use mostly latest stable versions - your code is working on our end too - your code passes our CI build (with poetry) - you may require to help...

...detection model using R-CNN, Yolo, or SSD. Since there's no small dataset such as MNIST and Fashion-MNIST in object detection, you can use the dataset from the d2l/notebooks/mxnet/chapter_computer-vision/ notebook. The dataset has 1000 banana images with different rotations and sizes placed randomly on some background images. 1.A Obtain the dataset. Working on a small dataset such as the one from the would allow you to train and test different models without taking hours/days to finish. Go to the notebook and obtain the dataset. 1.B Build an object detector. • using YOLO, and SSD. (need two separate notebooks) • Using the dataset, train, or fine-tune (a pre-trained model) to create an object detector. • Test on the test split of

I need a skilled individual to develop performance testing scripts in Python for Colab and Jupyter notebook. The performance metrics that the scripts should measure are: F1 score, Perplexity, Accuracy, and BLEU score. These metrics can be found in the provided GitHub link. Ideal skills and experience for this job include: - Proficiency in Python, Jupyter-notebook, and Colab - Experience with performance testing and metrics - Ability to create scripts that accurately measure the metrics provided - Experience with NLP tasks and language models would be a plus LLM: mixtral and Korean Datasets

I'm working with the GANwriting repository on a specific project and I need your Python expertise to implement it with my unique dataset. submit a Jupyter Notebook, including the resulting images. Key Requirements: - **Programming Language:** You must be proficient in Python. - **Goal:** The main objective here is to extend the functionality of the GANwriting model to suit my particular application, not just for accuracy but to open up new possibilities. My dataset consists of 76,768 images in one folder + an Excel file containing two columns (file_name and class label).images in Arabic words - **Dataset Preprocessing:** While the dataset is generally ready to use, my dataset may require some changes to be fully compatible with the GANwriting repository. Ideal Skills: - Stron...

I am looking for a skilled AWS engineer to configure an EC2 Ubuntu Server for my project. Here is what I require: - EC2 Instances: Knowledge in setting up and configuring EC2 Instances is needed. As the operating system, Ubuntu Server needs to be installed correctly, ensuring maximum security and functionality. - Compute Optimized: I have a preference for a compute-optimized EC2 server. Therefore, experience in performance-focused instance types would be impeccable. - Jupyternotebook, Volume, Subdomain Please ensure smooth operation and optimize for performance within the AWS environment. Previous work with AWS EC2 and familiarity with Ubuntu Server and compute-optimized instance setup is highly desirable.

...semi-structured and structured - Data modeling and warehousing: Proficiency in using AWS S3, Athena, Glue, and other analytical services - Data analysis and visualization: Delivering insights through efficient data analysis and visualization techniques Ideal candidates for this role should have: - Experience with MS Fabric, specifically working with Lakehouses, Warehouse, SQL Endpoint, Data Flows, and Notebook - Proficiency with SQL Server, VBA, and SAS - Previous work with AI/ML algorithms - Exceptional knowledge of AWS services, including S3, Athena, and Glue - Familiarity with GCP storage and Big Query - Competence in using Power Query for data manipulation and transformation Your skills and experiences will play a crucial role in ensuring the successful delivery of this pro...

I'm seeking a skilled drafter to create a 2D and 3D rendering from a drawing that I drew on a notebook from a space. All measurements are listed in small writing. Key requirements: - Be able to read small writing - 3D drawing to include transitional furniture with a king bed in each bedroom - Quick turnaround Ideal skills and experience include: - Proficiency in architectural design software - Prior experience with residential floor plan design

I am looking to reinstate 6 Python Github projects on my Windows PC. Codes are already all written and ready on the scripts they placed on Github. Remaining task for developer: Find and install the dependencies and pip packages required to run these scripts without throwing errors. Requirements: Python developer only Bu... Total for 6 projects, so $60 Note: No upfront release of milestones. We can upload $10 per project before it is done, and as each Github project is reinstated onto the Windows machine, the corresponding $10 is released to the developer. So 6 to be reinstated in total, making $60 Any python scripts to be converted into ipython, ie .ipynb and run on Jupyter notebook a cell-by-cell manner. Well that's because ipython ie jupyter notebook is easier to un...

I'm looking for a proficient Jupiter notebook expert who can help build a movie recommendation system using Python. Key Project Details: - The system should be based on Hybrid Filtering. - The implementation of Machine Learning-based Sentiment Analysis is needed. - Responsibilities include an ERD creation, model training, and testing with test cases. Ideal Skills: - Expert in Jupiter Notebook with Python coding - Experience with Hybrid filtering recommendation systems - Proven track record in Machine Learning-based Sentiment Analysis - Knowledge in creating ERD and model testing This project requires a combination of expertise in Python, Jupiter Notebook and machine learning. Favourable attention will be given to candidates who have previously developed simila...

...other. Key responsibilities: - Conducting performance tests on LLMs. - Analysing the results and comparing them to identify the best performing system. - Providing recommendations on how to optimize the performance of the chosen LLM. - Set up a local testing environment (chatbot, playground dashboard, Jmeter 5.5) (done) - Set up a cloud server (API server) (half done) - Google Colab, Jupyter Notebook - All configuration, test scripts in python, bash and exe) - Dockerized images for future implementation - Our Korean dataset of 20,000 published to HuggingFace workspace based on an existing Korean dataset - documentation 1. testing items/procedures 2. instructions, manuals of this project. You will also be required to integrate the API server with third-party APIs. Experience ...

I'm seeking a talented developer to assist in setting up and managing a database system using Anaconda. The key features I require are Jupyter Notebook and Conda virtual environments. The primary use of this system will be for data analysis and visualization. I'm looking for someone with excellent knowledge of data analysis tools and techniques, as well as experience working with Anaconda. Ideal skills and experience for the job: - Proficiency in database management using Anaconda - Expertise in data analysis and visualization - Knowledge of setting up and managing Jupyter Notebook and Conda virtual environments - Experience in data analysis and visualization projects

...unraveling complex issues. · Analytical Prowess: The ability to dive deep into data and emerge with actionable intelligence. · Effective Communication: Articulate your findings with clarity, both in writing and verbally. · Adaptability: Stay nimble in a fast-paced environment, responding to evolving challenges with ease. · Tech Savvy: Proficiency in tools like Microsoft Office and Analyst's Notebook is a plus. Requirements: · A Bachelor's degree in a related field or equivalent experience. · Strong communication skills and a knack for information gathering. Compensation: · Enjoy project-based payments ranging from approximately $3000 to $5000 per project. Job Types: Full-time, Part-time Schedule: US shift Exp...

Looking for a Python trainer to give me an hour looking at my basic set up in terms of Python, Anaconda, Jupyter Notebook and how to install packages. Looking for an hour over Zoom/Teams or something similar. Should be incredibly basic for an experienced Python user, I am more familiar with SAS

OI need a freelancer to transcribe a 100-page notebook filled with handwritten notes into Word. - Your task will be to type the notes verbatim, retaining the original formatting as best as possible. - The content is purely textual, there are no diagrams or non-text content to handle. - Ideal candidate should exhibit high accuracy, attention to detail, and proficiency in Microsoft Word. - Prior transcription experience is beneficial but not a must. Ultimately, I am looking for a fast, focused typist who can complete this project efficiently. - The deadline for this project will be discussed during hiring. Make sure you can dedicate enough time for this job and meet the deadline. Please submit your bid if you are capable and interested.

As the professional handling this project, you'll engage with big data exceeding 10GB. Proficiency in Python, Java, and Pyspark are vital for success as we demand expertise in: - Data ingestion and extraction: The role involves managing complex datasets and running ETL operations. - Data transformation and cleaning: You'll also need to audit the data for quality and cleanse it for accuracy, ensuring integrity throughout the system. - Handling Streaming pipelines and Delta Live Tables: Mastery of these could be game-changing in our pipelines, facilitating the real-time analysis of data.

I'm looking for a skilled professional who can set up CUDA and cuDNN on my Windows system with Anaconda, along with a demonstration of how to use the GPU in Jupyter Notebook. Key Requirements: - Installation of the latest versions of CUDA and cuDNN - Configuration within the Anaconda environment - Successful demonstration of GPU utilization in Jupyter Notebook Ideal Skills: - Proficiency in working with Windows operating system - Strong experience with Anaconda and Jupyter Notebook - Prior knowledge of CUDA and cuDNN installations - Ability to demonstrate GPU utilization in Python Note: Your bid should reflect both the installation setup and the demonstration process. Please provide an estimated timeline for the completion of this project.

...performance against each other. Key responsibilities: - Conducting performance tests on LLMs. - Analysing the results and comparing them to identify the best performing system. - Providing recommendations on how to optimize the performance of the chosen LLM. - Set up a local testing environment (chatbot, playground dashboard, Jmeter 5.5) - Set up a cloud server (API server) - Google Colab, Jupyter Notebook - All configuration, test scripts in python, bash and exe) - Dockerized images for future implementation - Our Korean dataset of 20,000 published to HuggingFace workspace based on an existing Korean dataset - documentation 1. testing items/procedures 2. instructions, manuals of this project. You will also be required to integrate the API server with third-party APIs. Exper...

Need after effect animation exactly same like that ribbon style with new text See animation and then placed the bid write " RIBBON " in the bid

...and fake cowgirl boots. She has long red curly hair and comes up to the shoulders of Red. She has a cowgirl hat, is a bit heavy, and is 25 years old. She is looking over at Keirah and Terry with a look of anger on her face. 6- Red is in a black tailored suit and looks like a "goth". He is mid 30s and has a pale complexion. His hair is slicked back like the guys in the movie Grease and has a notebook with red check marks in one hand, as he has his other hand in his opposite pocket. 7- In the background is the audience. I would like for some to be looking angry, shocked at evidence revealed, and whispering back and forth with each other. Thank you so much for taking on this project. Attached is the photo I received when I first needed this done. The person who...

As an enthusiastic writer and publisher, I'm looking for a talented illustrator to create an engaging coloring book for children aged 6-10. This project entails designing a series of animal-themed coloring pages, each thoughtfully crafted to appeal to and engage this young age group. Key Requirements: - Age Group: The coloring book should be tailored to children between the ages of 6 and 10. - Theme: The primary theme of the coloring book should be animals, ensuring a variety of animals are represented throughout the illustrations. - Educational Content: I'm seeking a focus solely on providing children with fun and interactive coloring pages. There won't be any requirements for incorporating additional educational elements, such as animal facts or creative tasks. Ideal S...

Pre-teens are a curious bunch, teetering between childhood wonder and teenage independence. Museums, with their vast collections and interactive exhibit...and Time Management: Mission: Museum Master: Before your visit, encourage pre-teens to research the museum's collection and exhibits. Let them create a list of "must-see" items and plan a route to maximize their time. This fosters organizational skills, time management, and goal setting. Exhibit Exploration Log: Help pre-teens create a logbook for their museum visit. This can be a simple notebook or a digital document. Encourage them to take notes about the exhibits, sketch interesting artifacts, or answer prompts related to what they see. This promotes focus, observation skills, and record-keeping.

...grammar checked coding requirements: - clean code in terms of clean code book - best practices for development (code level documentation, common patterns, OOP as possible) - best practices for agreed and choosen libs/frameworks - classes are reusable for later extensions and reuse options (after MS4) Deliveries? - in our on premise git (access will be granted to you) - full sources (NO! Jupyter Notebook) - multiple samples of videos will be shared via URL to download - bash to build & run your code - poetry build - latest stable python version - libs, need prior confirm and we prefer to use mostly latest stable versions - your code is working on our end too - your code passes our CI build (with provided maven can be checked) - you may require to help us here on setup - we ...

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 need someone who can donaload following datasets, then join them into one and merge into one dataset in COCO format so that it works out of the box if I replace data in attached notebook. Here are the links https://archive.ics.uci.edu/dataset/241/one+hundred+plant+species+leaves+data+set I am interested only in the following plants: Phragmites australis Typha angustifolia Typha latifolia Acorus calamus Iris pseudacorus Schoenoplectus lacustris Nymphaea alba Nuphar lutea Potamogeton natans Hippuris

I am seeking a developer with intermediate level experience IOS Swift. The task will be to help me get the example code working from the documentation at This is my first time working with IOS and the docs leave out some of the implementation. For example, in this code there is not map function, only "..." Bids under £70 only please. ``` var totalUsageByCategory: [ActivityCategory:TimeInterval] totalUsageByCategory = (…) ```

...grammar checked coding requirements: - clean code in terms of clean code book - best practices for development (code level documentation, common patterns, OOP as possible) - best practices for agreed and choosen libs/frameworks - classes are reusable for later extensions and reuse options (after MS4) Deliveries? - in our on premise git (access will be granted to you) - full sources (NO! Jupyter Notebook) - multiple samples of videos will be shared via URL to download - bash to build & run your code - poetry build - latest stable python version - libs, need prior confirm and we prefer to use mostly latest stable versions - your code is working on our end too - your code passes our CI build (with provided maven can be checked) - you may require to help us here on setup - we ...

...our educational platform. - Be able to build an extractor that can be run in a google collab notebook, using whatever packages required, even if large language models are needed. Ideal Skills: - Proficiency in Python - Familiarity with Large Language models for data extraction - Proficiency in data extraction from PDF files. - Strong understanding of JSON formats and data organization. - Attention to detail to ensure accurate categorization of content. This project is key for our business, and we're looking for a freelancer who can deliver high-quality, structured data extractor. If you have the necessary skills and experience, please bid on this project. In the attached files I have given an example of the pdfs that would be fed into the extractors (Paper and mark...

I need a professional with strong data science expertise to develop and conduct an online quiz. The freelancer must be available at a specific time frame, from 5:30 EST to 8:00 EST. Quiz Test format - -Multiple-Select -Matching - terms and definitions -Ordering - Your goal is to place items in the order as requested. -Multiple-Choice -True/False Jupyter notebook with a data science project - Target audience specifically includes students. - If you are not expert and try to take help from gpt, Chatgpt won't give you right answer. Thats How they prepare quiz. The ideal candidate will: - Have a profound understanding of data science. - Be available at the specified time frame for the quiz. Please bid if you can meet these requirements and are comfortable with the specified ...

Here is my data lidar camera, rgb images, anotation. I need some to do data fusion of both and implement Google Colabolatory notebook that will train both object detection and semantic segmentation models. The offset between cameras will be provided as x - forward direction, y left direction and z up direction In your bids please propose framemworks/models you would use.

I need an experienced freelancer to replicate the design, layout & structure from an existing website to serve as a starting point for our own site. Key tasks involve: - Implementing the structure or an an existing example website on Wordpress. This includes the pages, placeholders for posts, menu structure, etc. - Utilizing Spectra blocks/Kadence theme, contact form 7 Ideal candidate should have strong skills in Wordpress and Spectra/Kadence theme implementation. Please include examples of past work in your application. You will be working from a clean Wordpress install.

I am in urgent need of Hadoop/Spark developer who is proficient in both Scala and Python for a data processing task. I have a huge volume of unstructured data that needs to be processed and analyzed swiftly and accurately. Key Project Responsibilities: - Scrubbing and cleaning the unstructured data to detect and correct errors. - Designing algorithms using Scala and Python to process data in Hadoop/Spark. - Ensuring effective data processing and overall system performance. The perfect fit for this role is a professional who has: - Expertise in Hadoop and Spark frameworks. - Proven experience in processing unstructured data. - Proficient coding skills in both Scala and Python. - Deep understanding of data structures and algorithms. - Familiarity with data ...

...requirements: - well structured - reproducible steps for others - spell & grammar checked coding requirements: - clean code in terms of clean code book - best practices for development (code level documentation, common patterns, OOP as possible) - best practices for agreed and choosen libs/frameworks Deliveries? - in our on premise git (access will be granted to you) - full sources (NO! Jupyter Notebook) - multiple samples of videos will be shared via URL to download - bash to build & run your code - libs, need prior confirm and we prefer to use mostly latest stable versions - your code is working on our end too - your code passes our CI build (with provided maven can be checked) - you may require to help us here on setup - we require, depending on availability and on ...

I'm looking to develop a real-time Arabic Sign Language detection model for educational purposes. This model will be deployed in a .ipynb notebook for model training and will result in a .h5 model for deployment. Key Project Details: - **Purpose:** This model is intended to serve as 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 ...

Help me in solving scala leetcode problems of data structures.

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

I'm seeking an experienced developer with expertise in Python, object detection models, and testing procedures to add unit, integration, and functional tests for my Flask Web Server application. The application takes a recorded video, runs a YOLOv3 object detection model and then showcases the results. The tests should include tests for a Jupyter notebook that trains the model if possible. Key Requirements: - Strong Python background - Good understanding of YOLOv3 object detection model - Expertise in adding comprehensive testing suites: - Unit tests - Integration tests - Functional tests The goal is a thorough verification of the application's operation, ensuring each component behaves expectedly. Reproducible detection results and fail-safe operation are...