Flights dataset jobs

I'm looking for an expert in R programming to assist with data analysis and visualization. Your main tasks would include: - Employing R for data analysis. - Generating static reports and graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the da...graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the data is communicated clearly and effectively. Skills and Experience: - Proficient in R programming. - Experienced in data analysis. - Skilled in static data visualization techniques. - Understanding of data communication principles. Please note, the complexity of the dataset is not yet determined, so adaptability and problem-solving skills ...

I have a substantial number of legal contracts that I need to analyze and retriev... A successful candidate should have: - Proven experience in working with Microsoft Azure document intelligence. - A clear understanding of OCR. - Background in handling and analyzing legal documents. Hi, I want to create a proof-of-concept of a model that can search and retrieve information using microsoft document intelligence api with python code. As its a proof-of-concept a simple dummy dataset should suffice. Additionally, I have very little IT and coding background so I would need additional help in understanding the code and the relevant jargon. Please send quotes only if you can adhere to these requests. In case I am satisfied with the output, I have additional projects for you along simi...

I'm seeking a seasoned professional to assist me with training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. The work includes: - Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Custom data integration: figuring out the format required by running the example training on text8 dataset and then adapting the in-house dataset for the purpose of training. -Finally, write a custom function which given the trained model enables a spellcheck on masked tokens of the text as in Ideal skills for this project include: - Proven experience in using NLP models and diffusion models. - Proficiency

I need an experienced data scientist or AI specialist to assist with evaluating a Korean dataset using OpenAI API calls. my goal is to set up a good testing template I can repeat Key Aspects: - Inference Speed: Achieving a balance of optimal inference speed is vital for this project. The desired inference speed for the evaluation stands at a moderate level when considering 2000 users. - Total Processing Accuracy: I'm looking to ensure the total processing accuracy of this evaluation is high. - TPA (Total Processing Accuracy): Aspects of TPA are crucial for this project; we aim for a balanced importance between total processing accuracy and inference speed. - Implement this on a shared googleColab or Jupyternotebook for on-demand use of the application Ideal Skills and Experie...

I'm looking for an expert in R programming to assist with data analysis and visualization. Your main tasks would include: - Employing R for data analysis. - Generating static reports and graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the da...graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the data is communicated clearly and effectively. Skills and Experience: - Proficient in R programming. - Experienced in data analysis. - Skilled in static data visualization techniques. - Understanding of data communication principles. Please note, the complexity of the dataset is not yet determined, so adaptability and problem-solving skills ...

I'm looking for an expert in R programming to assist with data analysis and visualization. Your main tasks would include: - Employing R for data analysis. - Generating static reports and graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the da...graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the data is communicated clearly and effectively. Skills and Experience: - Proficient in R programming. - Experienced in data analysis. - Skilled in static data visualization techniques. - Understanding of data communication principles. Please note, the complexity of the dataset is not yet determined, so adaptability and problem-solving skills ...

I'm urgently in need of a skilled professional who can assist me in putting together a dataset of Arabic calligraphy text images. This dataset will be crucial in training a machine learning model. The ideal candidate will: - Have experience in dataset creation especially for image-based deep learning generative tasks. - Have knowledge or interest in Arabic calligraphy text to ensure the quality and relevance of the images. Your timely completion of this project will directly impact the progression of my ML model's training. Looking forward to your proposals!

I am looking for an experienced web developer to work on an exciting project with our team. We aim to build a specialized flights meta search engine website targeted towards budget travelers. This platform will be focused on providing a unique and efficient way to find niche flights. Key Features: - Advanced search filters: The website should offer a variety of filters to help users tailor their search and find the most relevant flights. - Price comparison functionality: An essential feature for budget travelers, allowing them to easily compare prices of flights. - User reviews and ratings: An interactive section where users can share their experiences and rate flights, enhancing the overall user experience Target Audience: The primary target audience f...

The focus of this project is to analyze an Apple quality dataset using data visualization, specifically graphs. We are depending on you to provide the most accurate and engaging visual representation of our data. Key tasks: - Data visualization with Graphs - Suggest and Implement the most suitable graph types for data - Timeframe will be discussed Ideal skills and experience: - Proven track record in creating engaging graphs for data visualization - Experience with data visualization tool such as Tableau, Power BI - Strong expertise in understanding and representing data - Wide library/knowledge of graph types and when to use them. Please pitch your bid with a brief summary of your expertise and suggestion for the graph type to be used.

I'm seeking a talented machine learning expert to create a model to predict cancer - related proteins within Protein-Protein Interaction networks. Key Requirements: - No Data Availability: You will be responsible for sourcing a suitable dataset for this project. The dataset should be substantial, relevant to healthcare, and appropriate for predictive analysis. - Designing, Implementing and Evaluating a Strategy. - Evaluation of the Model - Making predictions on a New Test Set Ideal Candidate: - Strong Machine Learning Skills: You should have a proven track record in creating predictive analysis models. - Healthcare Industry Knowledge: Little experience in working with healthcare datasets would be a significant advantage. - Data Sourcing Ability: Being able to iden...

I'm 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 b...

I have a dataset with textual data in English and I need a professional who can perform a sentiment analysis on it. An ideal candidate would be someone who has: - Extensive experience in data analysis, specifically with textual data - Proficiency in English language for accurate understanding and manipulation of data - Proven experience in sentiment analysis, capable of providing meaningful and actionable results The main output for this project should be a comprehensive sentiment analysis, which might inform decision making or strategy development. The ideal freelancer should prioritize accuracy and detail in their outputs while ensuring timeliness.

I need a professional to mine data for me. I need you to download and extract the submissions and comments from a public Reddit dataset for 40 subreddits that I will give you. - Data Collection: Please extract the submissions and comments for 2023-11 and 2023-12 from this academictorrents link: https://academictorrents.com/details/9c263fc85366c1ef8f5bb9da0203f4c8c8db75f4/tech&filelist=1?stats=True. I only want the comments and submissions for specific subreddits that I will supply to you. Please save the extracted data as csv file. - Frequency: This is a one-time job. Skills and Experience: - Torrent download and extraction.

I'm in need of a comprehensive Stata expert to delve deep into a financial dataset and compile an insightful, actionable report based on the findings. The main objective here is to provide a detailed discussion on the trends and patterns identified within the financial data, alongside some data-driven recommendations. Key responsibilities: - Exploring and identifying trends, patterns, and anomalies in the financial dataset using Stata - Compiling a detailed report that covers the above, with a particular focus on generating actionable insights - Ensuring the report has a clear, concise and professional structure and presentation Ideal candidate should have: - Proficiency in Stata and prior experience with financial data analysis - Strong analytical skills and the abil...

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 ded...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 wil...

...scientist who's well-versed in implementing the Levenberg-Marquardt algorithm. I need this algorithm to be applied to my dataset to predict a specific parameter. Key Requirements: - Proficiency in the Levenberg-Marquardt algorithm: You should have a solid understanding of this optimization algorithm, as well as previous experience implementing it for model parameter optimization and error minimization. - Strong data science skills: Your expertise in data science is crucial, as you'll need to apply the algorithm to my dataset effectively. - Experience in predictive modeling: A background in predictive modeling will be beneficial, as you'll be predicting a parameter from my dataset. The data you will be working with is numerical and not categorical o...

I'm looking for someone who can help me implement Unet/Densenet models for the automated detection of fibroids. The project will involve image processing of a dataset in the JPEG format. Ideal Experience and Skills: - Extensive experience with Unet or Densenet models - Proficiency in image processing - Ability to work with JPEG format images - Comfortable working with images of medium size (500x500 to 1000x1000 pixels) Your main task will be to develop and implement algorithms capable of accurately identifying fibroids in a dataset. It's important that the models employed are refined to be as precise as possible. Your mission is to take this project from conception to completion, so attention to detail and a commitment to thoroughness are crucial.

I have advanced statistical modeling tasks in Stata that need completion. Your primary objective will be to aid in generating a log-file using a specific dataset for several assignments. Further details of the project are as follows: - **Type of Tasks**: Primarily data analysis-related tasks in Stata - **Complexity**: The tasks range from intermediate to advanced statistical modeling, with a focus on time series analysis. - **Your Role**: Your primary role will be aiding in generating a log-file using a specific dataset for several assignments. Ideal candidates for this project should have the following qualifications: - Proficient in Stata, with a strong background in data analysis and statistical modeling - Prior experience with generating log-files in Stata - Ability to...

...Wishive Live Marketplace bar. - Delete categories (breadcrumb) displayed under the search bar. - Eliminate the "Add to Cart" button from the products taxonomy. - Modify the display of thumbnail product images to fetch from the CDN entry from API dataset instead of the internal media gallery. 2. **Modify Product Item Behavior:** - Change the default behavior when clicking on a product item. - Ensure that clicking on a product opens it in full-screen in-app webview from the actual vendor store, utilizing the URL from the API dataset. 3. **Implement Floating Buttons:** - Ensure that existing floating buttons collection, such as the Add Wish (Heart icon), are visible while viewing a product from the vendor page in the in-app webview session. - ...

I need an expert data analyst to clean and integrate data from excel files into a Power BI dashboard. Key Project Details: - The primary data source is excel files. It's crucial that the freelancer is proficient in Excel for extracting, cleaning, and transforming the data. - Dataset is farmers data including demographics and crop details. - The main focus of this project is on data visualization. I need the dashboard to present the data in a clear, visually engaging way. - The dashboard will be updated quarterly. Ideally, the freelancer should set up a process for this to be done efficiently and accurately. The task involves: - Understanding the data and the requirements for visualization - Cleaning the data to make it suitable for the dashboard - Identifying and creating KP...

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.

...accuracy, updating outdated information, and removing duplicates from a large dataset. Key responsibilities: - Verifying a dataset that includes Email addresses, Phone numbers, Postal addresses, and Job title. - Ensuring all data entries are up-to-date and accurate. - Removing any duplicates found within the dataset. The dataset consists of more than 5000 entries, so I'm looking for a professional who is not only detail-oriented but also able to handle a large volume of data efficiently. Ideal Skills and Experience: - Extensive experience in data verification specifically salesforce. - Proficient in using data verification tools and software. - Strong attention to detail. - Time-management skills to handle a large dataset effectively. If y...

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 proje...to improve the accuracy of this model. For this I need to change the model with adding "Deforming CNN" which is given in the research paper named "Deformable Convolutional Networks for Multimodal Human Activity Recognition Using Wearable Sensors", which I am attaching below. So add the improvements of The second paper into the original code. The model is to...

I'm searching for a Python developer knowledgeable in numerical data analysis. The key task of this project will be developing a Python script for classifying images. This script will then need to perform advanced data visualization tasks on numeric data. Task would be to analyze a dataset containing different types of fish breeds Images and is required to classify them using CNN based on their location and chemical compositions in various parts of an ocean/location Ideal Skills: - Excellent grasp of Python programming - Strong understanding of image classification techniques - Proficiency in numerical data analysis - Expertise in data visualization methodologies Previous experience with projects involving Python, image classification and data visualization is highly pre...

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

I'm seeking an experienced Python developer who can leverage PyG to improve the accuracy of existing link prediction models on co-authorship network data. Key Responsibilities and Requirements: - E...existing models: You'll be tasked with optimizing and fine-tuning our current link prediction models, in order to improve the accuracy of the predictions. - PyG Proficiency: Proficiency in PyG, a Python-based library for building graph neural networks is a must for this project. - Previous experience: Experience with machine learning, particularly in the field of link prediction, would be ideal. - Dataset knowledge: Familiarity with handling co-authorship network data is a plus. I'm looking for a proactive, detail-oriented individual who can work independently to deli...

I'm looking for a highly skilled data scientist to dive into a project that requires a strategic blend of data analysis, data modeling, and machine learning. Python proficiency is essential for this role, as it's the primary tool we will be using. Ideal Skills: - Python programming - Data analysis - Data modeling - Machine learning Despite the specifics of the dataset size and type being unclear, the candidate should have experience handling different scales and types of datasets. Your ability to adapt and work with varying datasets will be essential. Please be prepared to showcase similar past projects in your proposal.

I'm in need of someone to help me download the dataset "Generalization of LOngitudinal BEhavior Modeling" from a data repository. Key Points: - The dataset is "Generalization of LOngitudinal BEhavior Modeling." - I need the dataset to be downloaded from a data repository. No data cleaning or preprocessing is required as I'll handle that part. I'm looking for someone who's able to find and fetch datasets from repositories efficiently. The ideal candidate should have experience with data retrieval and be able to navigate through different data repositories. Please note that the dataset is specific, so I need someone who can accurately locate and download this particular dataset.

I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school pro...developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied ...

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I'm seeking an intermediate-level Research Assistant, highly proficient in Python, to assist me in developing deep learning algorithms for a specific project. Key Responsibilities: * Step 1: Regenerate exact same graphs as shown in the PDF using the same dataset. * Step 2: Apply various ML + DL algorithms for future prediction and obtain better results in terms of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE, etc., than already applied models. * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as scientific research paper. Ideal Skills & Experience: * Proficiency in the Python programming language. * Prior experience in machine learning and deep learning algorithms. * Proficient in LaTeX for writing j...

*READ the...localhost machine as a project. I'm in need of a skilled developer to build an application for a project. The main focus will be on exploiting the 'Academic World' dataset, incorporating relational (MySQL), document (MongoDB), and graph databases (Neo4j) which will be provided. Key Functionalities: - See .docx (My Approach) Section This is a project-based task, so I don't think there's a need to implement complex user authentication or intricate access control. Candidates with experience in web-based application development using MySQL, MongoDB, Neo4j will be ideal for this project. Understanding of library management systems and dataset manipulation will be highly valued. Your expertise in creating user-friendly interfaces will be ins...

I'm in need of an AI image generation model which will be trained on a dataset consisting of millions of PNG images. The aim is to use the generated images for both my website and social media content. Key Requirements: - Develop an AI image generation model using Python. - Train the model using a dataset of PNG images. - Ensure the generated images are of high quality and suitable for website and social media use. Ideal Skills: - Strong proficiency in Python for AI model development. - Experience with image generation using AI. - Familiarity with handling and processing large datasets. - Proven track record in developing AI models for practical applications.

I require sophisticated analysis conducted on two data sets, aimed at identifying patterns and generating valuable insights. The focus of this analysis should be a comprehensive examination of various chemical elements. Here's what I'm looking for: - Uncover patterns: Use statistics to identify any evident or subtle patterns in our dataset. I'd be particularly interested in seeing how these patterns may highlight similarities or differences between the two data sets. - Generate insights: Beyond just identifying patterns, I'd like to understand what these patterns mean - their impact, their implications, and how we can use them to our advantage. - Element-focused: The data sets contain a variety of elements which should be the focal point of your analysis. Ideal...

...proficient machine learning specialist to collaborate on developing a predictive model. The aim is to forecast match outcomes using variables such as the playing XI, match location, and date. I possess datasets from historical test matches, and the goal is to create a model that can accurately predict match results based on user input data for the playing XI, match location, and date. While the dataset doesn't explicitly include playing XI information, it is implicitly available. I have initiated some groundwork on the project, which I will share with you to provide a starting point. Additionally, I'll provide further details as needed throughout the project duration. Key Tasks: - Develop a model capable of predicting test cricket match outcomes. - The model should als...

...RapidMiner tool. Two different algorithms that we have covered in the course are to be used in order to ascertain the optimal model. Key Tasks include: Task: Perform supervised machine learning/data mining using TWO different appropriate datamining algorithms learnt in the course and determine the best model. You can use either XLMiner OR RapidMiner tool. Procedure to be followed: A. Select a dataset having minimum 500 rows of data and should have at least 6 predictors (after cleanup). - Implement Supervised Machine Learning/Data Mining - Work possibly with Numerical Data, Categorical Data, or Textual Data. Further clarification will be provided later. - Compare models to determine the best Ideal Skills: - Proficient in RapidMiner tool - Strong knowledge in Machine Learning an...

I have a very small dataset and need to do some statistical analysis using SPSS. Need the results in 2 days due to small dataset. Key Responsibilities: - Conducting hypothesis testing using SPSS - Descriptive statistical analysis - Interpretation of the analysis - etc. See the attached files. Ideal Skills and Experience: - Proficiency in SPSS - Strong background in hypothesis testing The answers should be clearly written in a word document. Should you choose to take on this project, please be prepared to start immediately.

...equipped with a user-friendly interface that guides users through the entire tax preparation process step-by-step. Similar Project- Development Plan- The development of GCC TAX GPT will involve several key stages: 1. Data Acquisition and Curation: A comprehensive dataset of GCC tax regulations and user data will be collected and meticulously curated. 2. Model Training: GCC TAX GPT will be intensively trained on the curated dataset to develop its ability to understand tax rules, analyze financial data, and generate accurate tax solutions. 3. User Interface Development: A user-friendly interface will be designed to guide users through the tax preparation process using GCC TAX GPT's functionalities. 4. Testing and Refinement: Rigorous testing

I'm seeking an intermediate level Research Assistant, highly proficient in Python to assist me develop ML+DL algorithms for a specific project. Key Responsibilities: * Step 1: Regenerating Exact same graphs shown in PDF using same dataset * Step 2: Apply other various ML + DL algorithms for future prediction and Obtain better results in term of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE etc then already applied models * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as a Scientific research. Ideal Skills & Experience: * Proficient in Python programming language * Prior experience in Machine Learning and Deep Learning algorithms * Anyone with Past Experience as a research assistant will be hig...

I am in need of an AI... This involves training an AI with advanced proficiency in language translation to convert English text into the Roman-script Khasi language. The intricacies of the project include: - High-skilled translation proficiency. - Developing the AI capability from scratch to understand and translate English to Khasi. - My project requires the AI to learn Khasi without the support of a pre-existing dataset. The ideal candidate should possess: - Deep knowledge and experience in AI language learning and translation. - Prior experience in working with novel languages is a significant advantage. - A creative and problem-solving approach towards challenges. This project presents an exciting opportunity for those interested in pushing the boundaries of AI language tra...

Hi Trong Hieu L. This is building on top of the pytorch DDP code you wrote for me about 6 - 12 months ago. I would like you to convert it to huggingface Accelerate framework. Test on vinbigdata and CXR8 dataset on 8 Nvidia GPUs. Much of the code should be similar to before. Only need to migrate to Accelerate. Are you happy to do it?

I'm looking for a professional data analyst to work on sales and financial dataset. The primary aim of the project is to make predictions and forecasts. Experience with sales and financial data, as well as predictive analysis is essential. Key Requirements: - Proficiency in data analysis, particularly in the sales and financial domain - Experience with making predictions and building forecasts - Expertise in crafting interactive dashboards for data presentation Your main tasks will include: - Analyzing the sales and financial data - Applying predictive techniques to generate forecasts - Creating interactive dashboards for the results I'm looking for someone who can deliver accurate predictions while crafting visually appealing dashboards. Experience in a similar domain...

In this project, I am seeking an expert in data mining who is proficient in using Python libraries such as BeautifulSoup. Your task is to scrape names and contact details from numerous business directories. Ideally, you will h...relevant. - Respect for the privacy and ethical standards associated with data extraction. Your role will involve: - Identifying key data on business directories: primarily names and contact details. - Creating efficient, reusable, and reliable Python code to scrape this information. - Ensuring the integrity and accuracy of all scraped data. By the end of the project, I expect a comprehensive dataset of names and contacts from the given business directories. If you have the skills, experience and can handle the requirements outlined above, I encourage y...

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I'm in need of professional financial analysis assistance, focusing on both vertical and horizontal analysis. The primary dataset for this analysis will be the general budgets. Key Requirements: - Expertise in both vertical and horizontal financial analysis techniques - Proven experience with financial budget analysis - Ability to work with general budget datasets The ideal candidate should be able to provide valuable insights, strategic recommendations and clear conclusions based on the analysis. Prior experience in similar projects or relevant qualifications would be highly advantageous. I'm looking forward to working with an experienced and detail-oriented professional who can deliver thorough financial analysis in a timely manner.

...eager to learn and grow with the job. Key Responsibilities: - Data Entry: The primary responsibility will be to assist me with data entry tasks. The ideal candidate should have some basic understanding of spreadsheet software and be able to follow instructions carefully. - Travel Arrangements: A secondary task will be to help me with organizing my travel plans. This includes finding and booking flights, hotels, and other necessary arrangements. Communication: - I prefer to communicate mainly through email, so being able to write concise and clear messages is a must. Ideal Skills and Experience: - Proficient in English, both written and spoken. - Basic understanding of spreadsheet software. - Interest in travel and logistics. - Excellent attention to detail and organizational s...

I require the expertise of a Python developer to convert an excel file for automated task execution. The primary purpose of this project is to automate certain data manipulation tasks, specifically the application of formulas and calculations within the dataset. The chosen freelancer should demonstrate a proficient understanding of both Excel operations and Python programming in order to seamlessly translate the existing manual processes into an autonomous, error-free script. Your application should include any previous experience with similar data manipulation or automation tasks.

I have a dataset consisting of numeric data from online surveys that I need to be entered into STATA. This would require data cleaning and preprocessing before entry. Key Responsibilities: - Entering numeric data from online surveys into STATA. - Cleaning and preprocessing the data to ensure its quality and accuracy. Ideal Skills and Experience: - Proficiency in STATA. - Prior experience in data entry and cleaning. - Understanding of data preprocessing techniques. - Attention to detail to maintain data accuracy. - Ability to work with numeric data.

I'm in need of a skilled data analyst who is proficient in statistical analysis, particularly in the Partial Least Square (PLS) and PCA method. The main goal of this project is to identify key patterns or trends in survey data. Key Re...skilled data analyst who is proficient in statistical analysis, particularly in the Partial Least Square (PLS) and PCA method. The main goal of this project is to identify key patterns or trends in survey data. Key Requirements: - Proficiency in statistical analysis, specifically with the Partial Least Square (PLS) method - Experience in data cleaning to ensure the accuracy and reliability of the dataset - Expertise in Python for data analysis and visualization Deliverables: - A detailed written report on the identified patterns or trends in ...

...data has been collected and processed, it should be stored in a SQLite database. At a minimum, each dataset should have its own table. Database and table creation and data insertion can be done either with the `sqlite3` package or with `Pandas`. Both SQLite and `sqlite3` come with Python. **Machine Learning Models** For each dataset you should train, evaluate, and save a machine learning model: - one model should be for a *classification* problem - the other model should be for a *regression* problem - Group of 3: you should have 2 of one type A *validation* dataset must be used to either select between models, or to choose between hyperparameter values of a single model. A *test* dataset must be used to evaluate the performance of the final chosen mode...