Lstm prediction jobs

...need of an experienced app developer who can create a cross-platform application. The app should primarily provide a data prediction feature similar to 'Probo app' or 'MPL Opinio'. The functionality of the data prediction feature needs to be a combination of predictive text input, machine learning algorithms, and real-time data analysis. Key Requirements: - Develop a cross-platform app for iOS and Android - Implement a data prediction feature - Ensure the data prediction is based on predictive text input, machine learning algorithms, and real-time data analysis Desirable Skills: - Proficiency in both iOS and Android app development - Strong background in data prediction and analysis - Previous experience with predictive text input...

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm in dire need of a professional with deep understanding of Graph Convolutional Networks (GCN), machine learning and data science to assist in building an anomaly prediction model. Since the specific anomalies to be predicted and the data to be used are not yet defined, your flexibility and adaptability are vital. Accuracy requirements are also to be specified later; hence, your ability to quickly alter the model's complexity is coveted.

I'm seeking an experienced web developer with proven expertise in Django framework for an advanced web development project. Key Requirements: - Proficient in Django web framework,...provide insightful recommendations for improving the performance and usability of the website. Previous experience in machine learning is beneficial, though not an overarching requirement. What is the work: We have a college project named crop Recommendation System using ML. Which make prediction of which crop farmers can grow as per soil and as per prices of various crops in current market. We have collected required dataset and coded ML code. We getting problem to connect this ML code to frontend to show prediction output on site we have to make just connect this ML code to frontend t...

I am seeking a competent freelancer with exceptional skills in Python, data science, AI and image processing, to undertake a pixel prediction project. Key Task: - Implement a transformer-based pixel prediction using Python with a focus on image data. Key Deliverables: - Leverage your expertise in Python to develop a high-performance pixel prediction algorithm. - Utilize image data efficiently for the prediction process. - Present the outcome of the prediction in the form of insightful visual graphs. Desirable Experience: - Extensive knowledge in Python programming - Familiarity with image data processing and analysis - Previous experience in AI and predictive modelling - Proven track record in creating visually appealing and easily understood graphic...

I am a telecommunications company looking for a skilled data scientist to help with churn prediction. The ideal candidate will possess the following skills and experience: - Strong background in data science and predictive analytics - Prior experience working with customer usage and service interaction data - Familiarity with churn prediction models and techniques - Ability to identify factors contributing to customer churn - Capability to predict the likelihood of churn for individual customers - Proficiency in suggesting targeted interventions to reduce churn This project involves: - Analyzing customer usage data and service interaction data to identify factors that contribute to churn - Developing a predictive model to forecast the likelihood of churn for individual cust...

Looking for React Native devs to build a sports prediction app with league functionality. Must-have features include login, game prediction, and league creation. Also, the app will make use of APIs. Exciting project with room for creativity. Interested? Let's chat Key Features: - The app should be available on both iOS and Android platforms. - Real-time sports data integration is crucial for live updates. - Users should be able to: - Make predictions on sports events - Compete in daily/weekly challenges - Follow live scores and stats Ideal Skills: - Excellent proficiency in React Native - Prior experience with sports-themed apps - Integration of real-time data APIs - Ability to create engaging user experiences for interactive games - Strong understanding of mobi...

I need a freelancer who can gather the 'following' lists from Instagram for a large set of users. This project is centered around social media analysis and trend prediction. Key Points: - You will only be required to generate a list of followed accounts' IDs for each user that is provided - The data you collect will be used to predict trends in user behavior and preferences Ideal Skills and Experience: - Proficiency in data scraping, particularly from social media platforms - Familiarity with Instagram's API and limitations Further notes - I am very familiar with scraping in general myself. There are many obstacles with Instagram - namely, the endpoint where the 'following' list is found requires a logged in sessionid. I have a very large list of us...

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The project aims to develop a software system that can track and control the cursor movement on a computer screen using the user’s eye movements. The system would use an eye-tracking device to monitor the user’s eye movements and pupil detection, head and eye tracking, cursor position prediction, calibration, performance tuning, and adaptive learning techniques to translate them into cursor movements. The system would be beneficial for individuals with physical disabilities or limited mobility, providing them with an alternative and accessible way to interact with a computer interface. The system would also offer a more natural and intuitive way to control the cursor using the natural movement of the eyes. The system would employ computer vision techniques provided by Op...

I have a back end code for a project of phishing website detection…it is a CNN vs LSTM comparative study …but I want a person who can develop a UI for that project as well as who can explain that code to us

I require a deep learning professional to write a well-researched paper on traffic prediction in seaports. The specific domains need not be confined; I am open to any, including CNN-LSTM, GRU, and RNN, with perhaps an emphasis on utilization to improve efficiency. The final paper should be suitable for publication in a SCOPUS or ABDC journal. I need this task completed within a month. Ideal Skills & Experience: • Expertise in various Deep Learning domains • Proven record in research paper writing • Experience with traffic management or port logistics would be a bonus • Ability to deliver the project within a strict timeframe • Knowledge of SCOPUS and ABDC journal requirements for research articles

I'm looking for a Stata expert to help me with my predictive analysis project. Key Requirements: - The primary task will be to make group base trajectories - You will also need to group/categorize the data effectively. Please make sure you are familiar with Stata and have experience with similar projects.

...the color of all 3 sentences must change to C2. Previously, S1 and S2 were highlighted with C3, now it must be changed to C2. Now, the 4 sentences would be fed into the model and let's say its highest scoring label was L3 but with a score of 0.78. Since this doesn't meet the threshold of 0.8, we neither highlight S4 with any color nor change colors of the 3 previous sentences. Since the last prediction didn't meet the classification, we don't append the next sentence (S5) to the last input (S1+S2+S3+S4). Instead we only feed S5 to the model. Let's say it gave L1 with a score of 0.92. So, we highlight the sentence S5 with C1. Since there are no more sentences left, the process ends right here. It is also important to note although we show a legend to the u...

I'm currently looking for an expert in hybrid machine learning models, specifically for the ARIMA, GCN, and LSTM components. Key improvements needed: - ARIMA: - Improved accuracy of predictions - Reduced computation time - Better handling of seasonality - GCN: - More effective integration of graph structure - Enhanced extraction of features Skills and Experience Required: - Extensive knowledge in ARIMA, GCN, and LSTM - Proven experience in improving hybrid machine learning models - Proficiency in handling seasonality in data - Ability to work efficiently and reduce computation time. - Skilled in incorporating graph structure and improving feature extraction.

I'm seeking an expert in creating prediction models, with a specific focus on Linear, logistic Regression. This project entails building a robust prediction model, primarily using numerical data. There is no specific purpose identified yet, thus the model should be of a general nature and able to adapt to various predictions such as product sales, customer behavior changes or spam classification. Ideal Experience and Skills: - Proficient in creating Linear Regression Models. - Extensive experience with numerical data analysis. - Flexibility to adapt the model to different scenarios. - Strong analytical skills and attention to detail. Your creativity and expertise will greatly enhance this project's success.

Hello Everyone, I require an expert in #PineScript for the creation of developing some extra features and do some adjustment for an existing XABCD pattern indicator. Key Requirements: - Develop an accurate, efficient, and reliable trend indicator using #PineScript. - Ability to add alerts to the indicator. - Ability to implement live data (for prediction) - Other details will be specified. Ideal Candidate: - Proficient in #PineScript. - Experience in developing complex financial indicators. - Understanding of XABCD patterns and their nuances. - Strong attention to detail for accurate pattern recognition. Detail will be discussed in messages.

I am developing a Docker-based federated learning solution for industrial predictive maintenance to greatly enhance machine downtime prediction. The purpose of this system is to more accurately anticipate necessary maintenance and reduce unexpected downtime in industrial machinery by analysing operational data such as speed, temperature, equipment running time, and so on. We have the code available with us, you just need to make it work for another dataset and run it in Ubuntu. Prospective freelancers must have skills and experience in the following areas: - Docker, for providing the backbone of our decentralized system - Federated Learning, to collectively improve our model's performance without sharing raw data - Working with and analyzing operational data - Implementing pre...

...tools, interprets this data to offer actionable insights. Key features and objectives of the proposed solution include: Flow State Recognition: Identify and analyze periods of optimal focus and productivity to enhance overall performance. Stimulation Awareness: Detect situations of high stimulation, allowing users to manage their environment for optimal cognitive functioning. Burnout and Strain Prediction: Anticipate and alert users to potential burnout risks, fostering mental well-being. Task-Specific Focus Analysis: Evaluate and report on user focus levels during specific tasks, aiding in task optimization. Healthy Habit Building: Utilize ML and AI to provide personalized recommendations for cultivating and maintaining healthy cognitive habits. By addressing the current void ...

I'm seeking to develop an engaging colour prediction game, primarily for entertainment purposes. I envision a game with an attractive cartoon-style aesthetic that is fun and vibrant yet user-friendly. Key Features Needed: - Implement Leaderboards: This requires creating a competitive environment for players where they can compare their scores and achievements with other players. Ideally, the leaderboard should be dynamic, updating in real-time, and easy for players to understand and navigate. Ideal Skills/Experience: - Laravel PHP Framework: Proficient skills and experience in Laravel development will be essential for this project. - Game Design: Experience in engaging game development, particularly in creating colour prediction games, is agreed. - Cartoon-style Graph...

...I'm looking to refine our operations and increase efficiency through the application of artificial intelligence (AI) and machine learning (ML). Key Areas for AI/ML Implementation: - Predictive Maintenance: Using equipment maintenance records to develop systems that can predict machinery servicing needs. - Demand Forecasting: Analysing sales and inventory data and establishing accurate, timely prediction models for better inventory management. - Route Optimization: Using GPS and transportation records to create route optimization models for improved transportation planning. Ideal Candidate: Should have relevant experience in AI/ML implementation, with a focus on predictive maintenance, demand forecasting, and route optimization. Experience with cold chain procedures and la...

I'm looking for an experienced app developer t...Features to be included in the application are: - Fur color prediction - Eye color prediction - Prediction of dilute traits - Pattern prediction - Silvering prediction - Dominant White & White Spotting prediction - Agouti prediction The design of the user interface involves the use of drop-down menus for trait input. The ideal candidate should have previous experience in developing similar applications and an understanding of genetic trait prediction will be a plus.

1. Hi, I'm looking for someone who is an expert in AlphaFold and protein structure prediction, as well as PDB data, I wanted to understand this RF diffusion paper, which uses AlphaFold. However, I don't quite understand the structure of the PDB data, especially when they talk about these XYZ coordinates and other biochemistry-related terms. If you could navigate me through the structure of PDB files and, if you happen to know more about AlphaFold, that would be great. 2. Please write the links to your google scholar page in front of your proposal please.

I've almost completed the frontend of my heart disease prediction system and am currently looking for a skilled freelancer to provide a solid backend architecture that seamlessly integrates machine learning algorithms for heart disease prediction. Although the specific algorithm to be used has not been decided yet, possible options could include Decision Trees, Random Forests or Support Vector Machines. Ideal Skills and Experience: - Proven and demonstrated experience in building backend systems. - Proficiency in machine learning concepts and their application. Preferably, they will: - Have experience in applying machine learning to healthcare or medical-related projects. When you apply, please include: - Examples of relevant work. - Detailed proposal outlining how...

In this assignment, we are going to use the following data set: http://archive.ics.uci.edu/ml/datasets/Polish+companies+bankruptcy+data#Links to an external site. We are using the 1st year data set ( Download ). Arff is a file extension from weka. In order to import the file you can do the following: From import arff data=(‘1year....http://archive.ics.uci.edu/ml/datasets/Polish+companies+bankruptcy+data#Links to an external site. We are using the 1st year data set ( Download ). Arff is a file extension from weka. In order to import the file you can do the following: From import arff data=(‘’) data=(data[0]) Please read the data description for the goal of the prediction problem.

Looking for React Native devs to build a sports prediction app with league functionality. Must-have features include login, game prediction, and league creation. Also, the app will make use of APIs. Exciting project with room for creativity. Interested? Let's chat Key Features: - The app should be available on both iOS and Android platforms. - Real-time sports data integration is crucial for live updates. - Users should be able to: - Make predictions on sports events - Compete in daily/weekly challenges - Follow live scores and stats Ideal Skills: - Excellent proficiency in React Native - Prior experience with sports-themed apps - Integration of real-time data APIs - Ability to create engaging user experiences for interactive games - Strong understanding of mobi...

Please this is extra payment for what we discussed

I am currently looking for an expert who can implement an LSTM (Long Short Term Memory) model, using TorchSharp.Net. I need the ability to create a model with 5 features (float), a step window of 10, and 50 hidden neurons. I need the ability to load the model, pass it data and get a predicted value. The final deliverable should be a C# .Net Console application with solution file that includes a file. The data can be random or static arrays. Key Requirements: - Strong knowledge of C# .NET - Proficient in using TorchSharp If you have these skills and are confident in developing deep learning implementations, I would be pleased to discuss the project further with you.

I am looking for a proficient software developer who can design a reliable system for short-term stock predictions. Key features of the system would be: - Analysis: The software should analyze historical stock prices for accurate predictions. The electrical engineer or computer scientist who takes on this project should have experience...analysis and algorithmic trading is highly desired. - Platform Compatibility: Since I skipped on specifying the trading platforms, I expect the software to be versatile and possibly compatible with most common trading platforms. Overall, a successful candidate should code the software to make accurate predictions based on historical stock prices for a short period. Relevant experience in stock prediction software development is crucial for thi...

I require a proficient no-code machine learning marketing analytics tool that can effectively perform several critical use-cases including predictive analysis, churn prediction, customer lifetime value calculation, and market basket analysis. - Be sure to integrate with a CRM system as a critical data source. - For better understanding and interpretation of the analytical outcomes, I'd want the tool to display outputs in the form of graphical charts, categorical bar graphs, and heat maps. An ideal candidate for this project would be a developer with practical experience in building machine learning algorithms, with specific knowledge of marketing analytics. Proficiency in integrating ML tools with CRM systems will be a plus. Knowledge about data visualization techniques is...

I'm seeking a skilled data scientist to create a Machine Learning Automated Valuation Model (AVM) to predict residential real-estate prices in Butte County, CA. The key features I expect in this model include: - Accurate prediction of residential real-estate prices - Analysis of historical data to inform future predictions - Provision of precise estimates for the identified properties - Use AI (GPT-Vision, Claude Opus, etc...) to analyze listing images and derive more feature data about the listing for the model The ideal candidate will have access to and expertise in utilizing the following data sources for training the model: - Public real estate data - MLS listings - Home sale records - Census data Development should primarily be done in R, and the open sou...

I'm developing a heart disease prediction system with the frontend part already complete. I now require a Machine Learning expert to integrate a predictive model into the backend. Since the programming languages for frontend and backend were not specified, please be familiar with popular ones such as Python, JavaScript, and PHP. Key responsibilities will include: - Developing a Machine learning model to predict heart disease using symptoms and risk factors - Integrating the model with the existing backend Ideal applicants should: - Have experience in Machine Learning and backend development - Be familiar with healthcare datasets - Be comfortable working with symptoms and risk factors to predict heart diseases Please include your past experiences and detailed project propos...

I'm looking to develop a simple AI prediction model with a regression algorithm, and a React frontend with Dashboard. This project aims to showcase historical prediction accuracy using real-time data from APIs, dataset i will provide in CSV file formate about crops. Key Requirements: - Creation of a regression model: The AI prediction model needs to be built using regression techniques. - Data source: The model should fetch real-time data from APIs, pre defined data. - React Frontend: The primary goal of the React Dashboard is to showcase historical prediction accuracy. - SaaS Model: Create subscription for 3 tires. Ideal Skills: - Strong experience in developing AI prediction models, particularly regression models. - Proficiency in working wi...

I am looking for an IT specialist with expertise in programming and machine learning. Key tasks and requirements include: - Proficiency in Python, Java, and C++. - Developing a new software application. - Implementing predictive problem-solving strategies via machine learning. The ideal freelancer will have thorough expertise in programming and machine lea...Implementing predictive problem-solving strategies via machine learning. The ideal freelancer will have thorough expertise in programming and machine learning. If you can provide evidence of past projects involving the development of software applications and predictive problem-solving, I would be particularly interested in hearing from you. An understanding of various machine learning methods for prediction would also be b...

I'm looking for a programmer who can help me create a time series forecasting model using Python. The main aim is to predict the future default rates on lending loans based on past data. Key Requirements: - Past data includes monthly default ra...Use all data of all customers to predict the future default rates based on the given data. Moreover, if a new customer takes loan what would have been the default rates of that customer if the customer had joined some time back in the past. Ideal Skills and Experience: - Proficiency in Python and relevant data science libraries (e.g., Pandas, NumPy) - Strong understanding of ML Model especially LSTM will be preferrable. Your deliverables will include the forecasting code, any preprocessing steps needed, and documentation on how to...

...as wallet customization to trade the coins earned by users. This will involve creating a wallet functionality within the app for users to exchange their earned coins. - Additionally, I want the app to have Snapchat integration. This will enable users to link their Snapchat accounts and share their achievements or rewards with their friends on Snapchat. The app is linked to AI for soccer game prediction games the winners who score more than 90% of the total game are eligible for drawing by the system app for prize 10 winners for example, it must be acceptable by Google Play Store policy and regulations. The app going to be used for targeted marketing in the future paid subscribers must identify location by city age gender, users use the app for fun only no need to have all the det...

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...

This project centers on devising a precise LSTM model that can predict the State of Charge (SOC) in electric vehicles (EVs). Key responsibilities: - Develop an LSTM model for SOC prediction - Data collection for the task. As there's no particular data available, you might have to source appropriate data for the project. Battery voltage readings, vehicle usage statistics, and weather conditions are potential data sources. - Ensure high accuracy levels of model predictions -Need the work to be done quickly Ideal candidate: - Strong background in LSTM models - Experience in energy consumption modeling or related field - Proven record in handling similar projects, especially in electric-vehicle related domain. - Resourceful in data sourcing and processin...

I am seeking an experienced developer capable of creating an IoT based irrigation system to optimise water usage for crop yield. This smart system should monitor soil moisture, and control water flow based on real-time rain prediction data derived from a weather API. Key Features: - Soil Moisture Monitoring: Detect and report current soil moisture levels. - Real-time Rain Forecast: Seamlessly integrate with a weather API to obtain live rain prediction data. - Automated Water Flow Control: regulate irrigation based on the soil moisture content and rain prediction data. This system should be adaptable and compatible with all types of crops (fruits, vegetables, grains). Ideal Skills: - IoT Development: You should have significant experience creating IoT solutions....

In this project, our colour prediction game, constructed using Node.js, is functioning well aside from a small yet significant issue. We're looking for someone proficient in Node.js to help us debug a critical problem in our callback system. The problem is specifically as follows: - After a successful money recharge in the game, the recharged amount is not added to the user's wallet. - The expected behaviour is that upon recharging, the callback should trigger and the user's in-game wallet should reflect the correct total balance. - Unfortunately, the callback is not triggering as expected, creating a disconnection between the money recharge process and the user's wallet update. Key skills required for this project are: - A strong understanding of Node.js, wi...

I'm seeking an expert in machine learning to assist in the development of a predictive model. - The model's main purpose is to predict an outcome based on a provided dataset. - The dataset available for training is historical sales data. - I would highly prefer a candidate who is proficient in Python for the implementation of the model. The successful candidate should have: - Strong knowledge and experience in machine learning model development. - Proven experience in Python programming, particularly in the context of machine learning. - Ability to work with historical sales data and use it to create a predictive model. If you're a skilled and experienced machine learning professional, I'd love to discuss this project further.

I'm looking to create an engaging color prediction game with a multiplayer mode and a leaderboard. The game should also allow players to create teams with their friends. Key Features: - Multiplayer Mode: Players can compete against each other in real-time. - Leaderboard: A ranking system that displays top scorers among players. - Team Creation: Ability to form teams with friends for a more collaborative experience. Payment Gateway Integration: - In-app Purchases: The game should allow players to buy additional features, upgrades, or in-game currency. - Payment Gateway: Integration to and Razor Pay for seamless and secure transactions. Ideal Freelancer: - Experience with developing game applications, especially multiplayer games. - Proficiency in integrating payment

I'm looking to analyze customer demographic data, specifically location, to predict customer complaints. The main mission of this project is to identify trends, anomalies, and patterns in customer dissatisfaction, utilizing existing location data as our main resource. Key Skills and Experience: - Profic...Familiarity with demographic studies, especially regarding location-based data - Proven expertise in anomaly detection in data The project's objective should yield insights to prepare and adapt better for customer complaints in different locations. Your task will include creating a model to forecast these trends and uncover patterns from the given data sets. Understanding of customer behavior prediction and a strong background in data interpretation will be advantageo...

I'm in need of an experienced financial analyst to analyze one of the stocks in Saudi Exchange (Tadawul) market. The analysis should cover: - Interpretation of historical and real-time data - Anticipation of market trends - Formulation of comprehensive, short-term...The analysis should cover: - Interpretation of historical and real-time data - Anticipation of market trends - Formulation of comprehensive, short-term recommendations Essentials for this role are: - Proven experience in financial analysis and stock market trends - Ability to deliver work promptly, as this is an urgent requirement - Strong knowledge of stock market data interpretation and prediction techniques. *Stock Details:* National Environmental Recycling Co Tadweer (Stock ID: 9540) :TADAWUL

TASK 1 Create an object 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...models. You can use them, but you'll need to fine-tune and show your edits to obtain your own results. TASK 2 • Machine translation and seq2seq modeling • Build a seq2seq model for machine translation (English to French) • Using the example in , build your own model. • The notebook shows how to load the dataset. • Check the for more info. • Use LSTM or GRU, With more than 2 layers and more than 128 hidden units. • Report the loss after the training. • Use the model to predict multiple sentences. • Extra (optional): Use BLEU to evaluate the predicted translations.

I need a data analytics expert to execute a house price prediction project while also comparing various prediction models using R. Aspects of the project include: - Execution of data cleaning and preparation - Building various prediction models including regression and w.r.t a single & multiple features - Interpreting and visualizing the results of these models and comparing the model performance using metrics such as R2, RMSE etc - Crafting an academically sound 1500-word report summarizing the findings and related literature The ideal freelancer will have substantial experience with data analytics in R, specifically with data cleaning, model building, and results interpretation and visualization. They should also possess strong academic writing skills.

Scope: Create website of football match results prediction competition game. Main Requirements: • It shall be in Arabic Language (Right to Left) • Responsive working on all screens and all mobiles. • It shall be private (Not accepting new users, only invited ones); limited to invited users. • It must be live linked with other website for live results like api. Components: Index Page: • Header: Info of the logged in users (name, photo …etc) • Main Menu • Body: All matches to predict on (time open/close predictions for each match) Prediction Table Page: • Table show users ranking based on points (will be discussed later) Additional Requirements: • Option to double points for specific matches and users • It is recombed...

...or practice sessions for detailed analysis. - CPU Generated Workouts: The app will autonomously create specialized training routines for each athlete, adjusting based on their performance and progress. Platform: - The app should be developed for iOS, Android, and as a Web-based application. It should be seamless and functional across these platforms. AI Functionalities: - Player Performance Prediction: The app should be able to analyze player performance over time and predict their future outcomes. - Personalized Recommendations: Based on the data collected, the app should be able to provide personalized feedback and suggestions for improvement. - Virtual Coaching: A 'virtual coach' feature that provides real-time guidance and feedback based on the player's perfo...