Predictionstrabajos

Necesitamos un Modulo y/o componente en Joomla 3.4. Es un componente / módulo que le da la oportunidad de organizar los resultados deportivos, predicciones de los partidos, competiciones para un equipo frente a los deportes de equipo como predicciones del fútbol ​​americano, soccer, basketball, hockey, tenis, golf, etc. Donde los jugadores puedan apostar virtualmente con monedas para que pueda ganar premios dependiendo del balance que lleve. Como idea seria la pagina El módulo / componente debe de tener: - Crea tu propio diseño eligiendo los colores y tipos de letra En el panel de administrador que necesitamos: añadir manualmente el juego / las probabilidades decimales / la cantidad de apuestas / de la fecha del evento / el tipo de probabilidades d...

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.

I...sizable set of numerical data- comprising over 70,000 samples. Your task will be to make use of the training and test data I will provide to yield the most accurate predictions for the test data. Although I'm open to recommendations, my initial thoughts are to base this on Classification or Clustering methodologies. Your expertise in selecting and utilizing the most efficient algorithm is crucial. Requirements include: * Proven experience in machine learning, specifically with Classification and Clustering algorithms * Strong understanding of how to handle and analyze numerical data * Ability to deliver accurate predictions using large datasets. In your bid, please detail your experience with similar projects. Also, your suggestions for the machine learning appr...

As an AI-driven project, I am seeking a freelancer experienced in machine learning to implement TensorFlow, scikit-learn, and PyTorch open-source tools to analyze and predict certain events. My project involves systemically analyzing data from different sensors, namely temperature (temp), relative humidity (RH), and other miscellaneous sensors. The outcome of this analysis sho...design systems that generate real-time notifications upon the occurrence of these behaviors. Thus, having a background in notification systems or related technology gives you an edge for this project. However, most importantly, I need someone with a keen eye for detail, a creative mind for innovative solutions, and a passion for artificial intelligence. Let's turn raw data into meaningful event prediction...

I require a proficient developer to build slick and modern apps for both iOS and Android platforms, along with a parallel website. The core features that need to be integrated are: - User registration: Allow users to create an account and maintain a personal profile. - Personalized horoscope predictions: The app and website should be capable of generating and displaying astrology predictions personalized for each user. - Astrology articles and blogs: It should include a space for the regular posting of related literature like articles and blogs. - Online Purchasing: Users should have the ability to make purchases online. as well as they can buy pooja product online - Multiple Astrologer: The platform should support multiple astrologers, allowing users to choose their preferr...

I'm in need of someone skilled in both astrology and mathematics. I require accurate calculations of planetary positions and insightful astrological predictions. merging the disciplines of Western astrology with numerological techniques. Required Skills: - Proficiency in Western astrology methodologies - Numerology knowledge, particularly in relation to astrology - Competency in astronomy-based mathematical computations - Experience generating astrological charts and predictions

I'm in need of someone skilled in both astrology and mathematics. I require accurate calculations of planetary positions and insightful astrological predictions. merging the disciplines of Western astrology with numerological techniques. Required Skills: - Proficiency in Western astrology methodologies - Numerology knowledge, particularly in relation to astrology - Competency in astronomy-based mathematical computations - Experience generating astrological charts and predictions

I'm in need of someone skilled in both astrology and mathematics. I require accurate calculations of planetary positions and insightful astrological predictions. merging the disciplines of Western astrology with numerological techniques. Required Skills: - Proficiency in Western astrology methodologies - Numerology knowledge, particularly in relation to astrology - Competency in astronomy-based mathematical computations - Experience generating astrological charts and predictions

I'm in need of someone skilled in both astrology and mathematics. I require accurate calculations of planetary positions and insightful astrological predictions. merging the disciplines of Western astrology with numerological techniques. Required Skills: - Proficiency in Western astrology methodologies - Numerology knowledge, particularly in relation to astrology - Competency in astronomy-based mathematical computations - Experience generating astrological charts and predictions

I'm in need of someone skilled in both astrology and mathematics. I require accurate calculations of planetary positions and insightful astrological predictions. merging the disciplines of Western astrology with numerological techniques. Required Skills: - Proficiency in Western astrology methodologies - Numerology knowledge, particularly in relation to astrology - Competency in astronomy-based mathematical computations - Experience generating astrological charts and predictions

...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 mobile app development. Your role in this project will ...

I'm in need of someone skilled in both astrology and mathematics. I require accurate calculations of planetary positions and insightful astrological predictions. merging the disciplines of Western astrology with numerological techniques. Required Skills: - Proficiency in Western astrology methodologies - Numerology knowledge, particularly in relation to astrology - Competency in astronomy-based mathematical computations - Experience generating astrological charts and predictions

I'm in need of someone skilled in both astrology and mathematics. I require accurate calculations of planetary positions and insightful astrological predictions. merging the disciplines of Western astrology with numerological techniques. Required Skills: - Proficiency in Western astrology methodologies - Numerology knowledge, particularly in relation to astrology - Competency in astronomy-based mathematical computations - Experience generating astrological charts and predictions

...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 in financial data analysis and stock market predictions. - Short-term focus: The main goal is to focus on short term predictions (days to weeks). Therefore, expertise in trend 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 predicti...

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...

...yourself with or have prior expertise in InfluxDB as this is our specific time series (FLUX) database for storing and querying data. - Predictive analysis reports: From the processed data, the expectation is you will be able to generate predictive analysis reports. Ideal candidates would be individuals with deep knowledge of Fast API Python and InfluxDB for real-time data analysis and trend predictions. Your ability to not only manage but also find and implement bespoke solutions to challenges within the realm of time-series data analysis will be vital. The Data has to be collected using MQTT Broker by observing various Topics , Later the Topic data will be extracted and Saved into Time Series Databases . During the Storage monitoring real time data and its various topics a...

I'm looking for a skilled data...statistical analysis to identify patterns and trends within the dataset. - Using the data for making predictions, comparing groups or categories. - Developing data visualizations (charts, graphs, etc.) to help better understand the data and its implications. Ideal Skills & Experience: - Proficiency in R studio and its data analysis tools. - Expertise in statistical analysis, predictive modeling, and data visualization. - Experience in handling various types of data including numerical, categorical, and time series data. - Good communication skills to present findings clearly. A successful completion of this project would mean a comprehensive report including the statistical analysis, predictions, and comparisons as well as visual re...

...model will need to be trained using both historical power production data from my system and real-time weather forecast data. - The forecasting should provide a high level of accuracy within 5% deviation. - The time frame for the predictions should be short-term, specifically the next 24 hours. Ideal Skills: - Matlab. - Proven experience in solar energy forecasting. - Strong data analysis and modelling skills. - Familiarity with photovoltaic systems and power output. - Proficiency in using both historical power production and weather forecast data for accurate predictions. If you have the necessary skills and experience in this area and are confident in your ability to deliver a highly accurate short-term forecasting model, please submit your proposal with relevant examp...

...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 processing. Please note, the model's accuracy outweighs its training time, hence precision ...

...biostatistician proficient in R to support with my data analysis and regression tasks. Key Responsibilities: - Conducting descriptive statistics: I need assistance in clearly representing my data to understand its central tendencies, variability, and distribution. - Regression analysis: You will be tasked with helping me to analyze the relationships between key variables in my data, and to make predictions based on this analysis. Ideal Candidate: - Profound knowledge of Biostatistics: It's essential that you have a deep understanding of statistical techniques and their application in the realm of biological and public health sciences. - R Programming Proficiency: As I specifically require the use of R for this project, it's important that you are an expert in this lan...

I'm looking for a skilled freelancer to help me with a personal data analysis project, using Kaggle and Tableu. - You must have solid experience in...analysis project, using Kaggle and Tableu. - You must have solid experience in data identification, visualization, and analytics. - Your main goal will be to create an insightful dashboard that will help me with hypothetical decision making. You must show relationships and justify predictions from the data. You are still supporting the hypothetical decision maker your main deliverable for this assignment is a presentation that describes how you approached the problem, what data you considered, and your predictions. - Please only apply if you have proven experience in similar projects. Please include relevant experienc...

...currently delivers high accuracy results, but there's an issue - It consistently provides the same answer when applied to different inputs. I need an expert to investigate and resolve this issue, ensuring that the model provides accurate and varied predictions for different audio inputs. Key Requirements: - Review and diagnose the current CNN model. - Identify why the model outputs the same result for different inputs. - Implement necessary modifications to rectify the issue. - Ensure the model maintains its high accuracy while providing diverse predictions for different audio inputs. Ideal Skills and Experience: - Proficiency in Python for CNN model development. - Experience in working with audio data, particularly MFCCs. - Strong understanding of neural networks, ...

...you left off. The successful candidate must be able to communicate in decent English. This contract includes 2 components; Widget and Website (Wordpress). Must be experienced with Wordpress. Please note that signing an NDA for this project is mandatory. Widget – vehicle search widget, you can select vehicle type, manufacturer, model, year, engine then it gives you stage 1 and stage 2 tuning predictions. This data is coming from a database which will be provided to you. This widget needs to be made in a way that it can easily be integrated into other websites. Portability is extremely important. Eg wordpress, wix, etc it needs to be compatible with all major website template builders. It also needs to have a mechanism through which people cannot just copy paste the code an...

...Stata will be essential for this project, as we have specific tasks that need skilled attention. Main Tasks: - Engaging in sophisticated statistical analysis using Stata. Overall, our project will achieve three primary objectives: 1. Testing and confirming a set of hypotheses. 2. Unveiling patter within our extensive set of data. 3. Utilizing these patterns to make authentic, data-based predictions. Essential Skills and Experience: - A firm grasp of descriptive and inferential statistics. - Strong predictive modeling skills. - Expert proficiency in conducting statistical analysis using Stata. - Excellent pattern recognition ability. If you can meet these requirements proficiently, your skills will be invaluable to our project. I encourage capable and experienced candidates...

...(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 to have normal design (normal colors and related football photo) • No Problem to have English copy, I can edit all words to be Arabia...

I'm seeking a proficient statistics expert for my current project. The central aim is a thorough regression analysis. Requirements: - The goal of this analysis is threefold: identifying trends, making predictions, and evaluating hypotheses. - I possess varied data types including numeric, categorical, and time series. - Particularly, there's a focus on Population Growth rate in time series, accompanied by other factors such as gender and nationality Variables for Analysis: - The specific elements to involve in the regression analysis encompass population growth rate, gender, nationality, and the time factor (in years). Ideal Skills and Experience: - The freelancer should bear robust expertise in Statistical Analysis, preferably in Regression Analysis. - Proficiency in ...

I require a skilled writer who can accurately transcribe over 40 videos dealing with financial subject matter. After the transcription, the content should then be summarized effectively into a manageable format. The content primarily deals with trading predictions and forecasting. The ideal candidate for this role would have: - Experience in transcription and summarizing audio content Your task is to make this content as concise and easy to comprehend as possible.

I'm looking for a comprehensive AI solution that can analyze product images of glasses and related sales data to predict how well these glasses would perform in a specific area of the country and at what price...Requirements: - The AI solution should be able to analyze key attributes in the product images such as Frame Style, Brand, Size, and Shape. - It should also be able to process and analyze related sales data including Pricing Data, Sales Volume, and Regional Data to predict the performance of these glasses. Ideal Skills and Experience: - Proven experience in developing AI solutions for product sales predictions. - Proficiency in image recognition and analysis. - Strong understanding of sales data analysis and prediction. - Experience in the glasses or fashion industry w...

I'm in need of a skilled professional who can develop applications or tools for my business. The primary aim is to integrate AI into these tools using API keys, to enhance their functionality and improve our business outcomes. Key Functions: - Data Analysis: We require the tool to be able to analyze data effectively and efficiently, providing accurate insights and predictions. - Natural Language Processing: The tool should be equipped with NLP capabilities to help us process and interpret human language data. - Image Recognition: Implementation of image recognition would be crucial in our tool, to support various image-based tasks. Platform and Design: - The tool should be developed for Android and Web platforms. - A simple and clean design is preferred, ensuring a user-frien...

...privacy and reducing latency. Optimized DistilBERT: Employ techniques such as quantization and pruning to ensure the model runs efficiently on mobile devices. Incremental Learning and Updates: Models can be incrementally updated with new data inputs to refine their outputs continuously, using techniques like online learning. Feedback System: Incorporate user feedback to adapt and improve model predictions and relevance over time. This architecture ensures a cohesive and interactive user experience, allowing for dynamic event discovery and networking opportunities tailored to individual preferences, all while maintaining a high standard of privacy and data security....

I urgently require an experienced developer with expertise in predictive programming models and algorithms. The task at hand involves designing a fully functional offline system that is capable of analyzing a provided set of numeric data, identifying patterns and delivering accurate future predictions. Interest & Skills ~ Not Required, but still preferred: Anyone proficient with AI machine learning algorithms Excellent understanding of Python AI Understanding data visualization tools like Matplotlib or Seaborn would be helpful The program must be functional and user-friendly This is a tremendously confidential matter. Furthermore, I'd like to build a relationship of confidentially and trust with my team. We are seeking a talented software developer to join our project ...

...privacy and reducing latency. Optimized DistilBERT: Employ techniques such as quantization and pruning to ensure the model runs efficiently on mobile devices. Incremental Learning and Updates: Models can be incrementally updated with new data inputs to refine their outputs continuously, using techniques like online learning. Feedback System: Incorporate user feedback to adapt and improve model predictions and relevance over time. This architecture ensures a cohesive and interactive user experience, allowing for dynamic event discovery and networking opportunities tailored to individual preferences, all while maintaining a high standard of privacy and data security....

...privacy and reducing latency. Optimized DistilBERT: Employ techniques such as quantization and pruning to ensure the model runs efficiently on mobile devices. Incremental Learning and Updates: Models can be incrementally updated with new data inputs to refine their outputs continuously, using techniques like online learning. Feedback System: Incorporate user feedback to adapt and improve model predictions and relevance over time. This architecture ensures a cohesive and interactive user experience, allowing for dynamic event discovery and networking opportunities tailored to individual preferences, all while maintaining a high standard of privacy and data security....

I want diabetes prediction using all types of algorithm -svm, knn, linear regression logistic regression, naive bias, random forest, regression analysis, ensemble learning. All of the model should show the accuracy ...algorithm -svm, knn, linear regression logistic regression, naive bias, random forest, regression analysis, ensemble learning. All of the model should show the accuracy rate of prediction. A graphical pie chart showing which model is giving how much accuracy and validation loss. So that we can say that ml algorithm is best for diabetes prediction. I want a tableau visualization showing all of these predictions correctly A webapp using flask and a jotform for user to use and predict easily. If you can successfully deliver I would like to work on a thesis paper for pu...

I'm looking for someone with experience in marketing to help drive traffic to my website. - The website is focused on soccer tipstering prediction - Specifically, it offers match outcomes (win/lose/draw) - These predictions are presented through AI online models The ideal candidate should have: - Proficiency in marketing and SEO - Experience in promoting sports-related websites - An understanding of AI and its applications - Excellent communication skills

got it , will complete within 24 hours

I'm looking for a professional to enhance my existing machine learning code. I have done the following steps: 1.) data download 2.) EDA 3.) Features engineering 4.) Model training Next (Todo) Given a new schedule of upcoming matches (live data) 1.) Make Live predictions. This involves preprocessing a new (unknown) dataset using the features engineering methods above. 2.) Apply (new_preprocessed_data) and model.predict_proba(new_preprocessed_data)

I'm looking for a skilled developer to create a soccer prediction webs...developer to create a soccer prediction website that utilizes AI, specifically machine learning models. Key Points: - The site will primarily offer match predictions. - Users will have the ability to view these predictions, but not to interact further (e.g., vote or comment). - The predictions should be generated using machine learning models. Ideal Skills: - Proficient in developing web applications. - Experience with AI and machine learning for predictions. - Previous work on sports-related websites is a plus. - Ability to incorporate a clean and user-friendly interface. I'm looking for a seamless and reliable platform for soccer match predictions, so please provide ex...

...captured at growing rate of 1s. the value of the row is the energy consumed of that device at that exact second. This will be a large table. Hourly Data Table: Aggregate data hourly to feed into the anomaly detection model, stored in the 'Hourly' table, to identify significant deviations. Daily Data Table: Summarize daily data for use with the SARIMA model, aiding in long-term consumption predictions and trends analysis. All the tables are fed from the main large table (secondly rate table - real time table). Details about the models: ML Model Development: Anomaly Detection Model: Develop a model using Random Forest algorithms to detect unusual patterns in energy usage. SARIMA Forecasting Model: Implement SARIMA models to forecast daily energy requirements, conside...

...where users can see the -> price updates, past data and analytics of the different crops. -> Weekly and Monthly history of the crops data -> Based on the data give predictions of the Crops. Dashboard :- -> Side Menu Shows -> Dashboard - Main Cards with some analytics. -> Crops - Cards with Data Representation Graphs -> Package - 3 Tires Cards Monthly Subscription. -> Settings - Profile details come here -First Name - Last Name - username password, email. Dashboard for use to see the price updates, past data and analytics of the different crops. Weekly and Monthly history of the crops data Based on the data give predictions of the Crops. Pages/ Tabs in Dashboard Main Screen Shows - Graphs and Details about the Crops Data in Cards ( Bar ...

...where users can see the -> price updates, past data and analytics of the different crops. -> Weekly and Monthly history of the crops data -> Based on the data give predictions of the Crops. Dashboard :- -> Side Menu Shows -> Dashboard - Main Cards with some analytics. -> Crops - Cards with Data Representation Graphs -> Package - 3 Tires Cards Monthly Subscription. -> Settings - Profile details come here -First Name - Last Name - username password, email. Dashboard for use to see the price updates, past data and analytics of the different crops. Weekly and Monthly history of the crops data Based on the data give predictions of the Crops. Pages/ Tabs in Dashboard Main Screen Shows - Graphs and Details about the Crops Data in Cards ( Bar ...

I require an experienced data analyst to carry out a predictive analysis on customer behavior data. The focus of this project is to anticipate 'customer care' tendencies, which is essential both to my objective and project success. Key Goals: - Improve customer satisfaction - Reduce customer churn - Increase customer loyalty The ideal candidates should ha...Increase customer loyalty The ideal candidates should have significant experience in predictive analysis and customer behavior modeling, specifically within a customer care environment. Knowledge of both traditional and modern prediction methods are required. It's critical that your prediction model is precise, reliable, and actionable. Proficiency in data visualization tools to illustrate predictions effective...

I'm seeking a skilled financial analyst to help me with a medium-term (3-5 years) cash flow forecast model. Key Tasks: -Produce a simplified cash flow model for a biodiesel manufacturing plant (ex. Diamond Green ) -Model should include appropriate costs for feedstock and revenue by product including (renewable diesel, LCFS credit prices, RI...incentive value. Skills/Experience Required: - Strong Finance Background: Deep understanding of financial analysis and forecasting. - Research: Ability to find and interpret financial data to inform the model. - Modeling: Proficiency in creating financial models, preferably in the same or similar context. - Data Analysis: Experience in analyzing financial data and trends to make accurate financial predictions.

...approach. The project will involve tackling tasks across data cleaning, statistical analysis, and data structuring and algorithm implementation. Ideal Skills and Experience: - Proficiency in data cleaning and preprocessing to ensure that the data is in its most usable, accurate, and complete state. - Strong statistical analysis and modeling skills to extract meaningful insights and make accurate predictions. - Excellent experience in structuring data and implementing algorithms that are tailored to business needs. Data Sources: - Social Media Data: You should be comfortable working with a variety of social media platforms to extract relevant data and insights. - Sales and Financial Data: Experience in working with financial and sales data to analyze trends, identify key perform...

...Amazon Sagemaker effectively within the architecture. - **Programming Languages**: Familiarity with both Python and R is important, given that my models are built in those languages. - **Model Operations**: Your design should focus on enabling batch predictions and facilitate model training and retraining for the Machine Learning models. Ideal Skills: - Experience with Amazon S3 and Amazon Sagemaker are a must. - Proficiency in Python and R for fine-tuning or troubleshooting the models. - Familiarity with designing architectures for batch predictions and model training/retraining. - Strong understanding of DevOps principles and AWS best practices. I'm looking for a professional who can help me optimize the performance of my models while ensuring the scalability and ...

We are developing machine learning software aimed at predicting space debris collisions and enhancing mission planning. The initial phase of this project requires a meticulous approach to data preparation, which is critical for the success of our subsequent modeling efforts. The challenge lies in acquiring as much relevant data as possible for accurate predictions. Project Scope: 1. Preparation Stage: The freelancer will be responsible for identifying and researching all available sources of space debris data, both free and paid. This includes a comprehensive evaluation of data providers to ensure the data's relevance and quality. The output at this stage will be an Excel table summarizing the research, which will include provider names, links to data or registration, pricing...

I'm in need of an experienced developer to create an Android application that provides users with soccer match predictions. The app will generate revenue through video advertisements that will be showcased before the predictions. Key Features: - The app should primarily source its information for predictions from statistical databases. - The user interface should be intuitive and engaging, focusing on ease of use and high accuracy of the predictions. - The video ads should be strategically placed before the match predictions to ensure maximum visibility and efficiency in generating revenue. Ideal Skills: - Proficiency in Android app development - Experience with integrating video ads into applications - Knowledge in data mining and working with ...

I'm seeking a dedicated and experienced GUI developer to create a user-friendly, data visualization application for my AI-based predictive models. The primary task involves developing models for network bandwidth prediction and fault predictions. Key Features: - The GUI has to be web based. - The interface should be capable of efficiently managing input data, which will include historical synthesized network data & data that can be generated through Python's mockeries or any other similar library. The Ideal Candidate: - Profound experience in GUI development . - Strong understanding of predictive modeling control systems. - Familiarity with using historical network data and network fault data for AI models. - Python experience, specifically with DASH and Flask fr...

...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 identify and access appropriate datasets is crucial for the success of t...