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I'm looking for a seasoned and skilled instructional designer to create an interactive presentation. Our training focus is on enhancing the product knowledge of our intermediate level sales staff. Key Elements: - Interactive Design: The presentation should be engaging and interactive, enhancing the learning experience by incorporating quizzes, scenarios, and other interactive elements. - Product Knowledge: The main aim of this training is to ensure our sales team has a deep understanding of our products, their features, advantages, and unique selling points. - Target Audience: The presentation should be tailored to intermediate level sales staff. It should provide valuable insights and knowledge that can be easily applied in a real-world sales environment. Ideal Skills: - Pr...

I'm looking for an experienced ML expert who can help me set up a model for audio analysis. This project is aimed at audio processing, with the goal of predictive analysis, pattern recognition, and potentially fraud detection. Key requirements: - Proficiency in Machine Learning: You should have a strong background in machine learning, particularly in audio analysis. - Experience in Predictive Analysis and Pattern Recognition: The ideal candidate will have experience in both predictive analysis and pattern recognition. - Familiarity with Fraud Detection: While not a must, familiarity with fraud detection would be an advantage for this project. The project duration is estimated to be between 1-3 hours. Please submit your proposal and relevant past experi...

I'm looking for a dedicated and knowledgeable curriculum developer to cr... Ideal Candidate: - Proven experience in developing vocational training curricula, preferably in the healthcare or wellness sector - Sound knowledge of post natal care, basic nursing, and massage therapy - Excellent research skills to keep the course content up-to-date and relevant - Strong communication skills to create engaging and informative course materials - Understanding of adult learning principles and how to apply them in curriculum development. I'm looking for a candidate who can not only create the curriculum, but also provide guidance on how to effectively deliver the content in a vocational training setting. If you have experience in similar projects, please feel free to shar...

As a professional in computational chemistry or biophysics, I'm currently looking for an expert mentor in the field to guide me through various aspects of molecular modeling and simulations. Key Responsibilities: - Provide advanced expertise in Protein structure prediction, Mo...Molecular simulations, Coarse-grain modeling - Proven experience in mentoring or teaching - Excellent communication skills and the ability to convey complex technical information in a clear and concise manner Your guidance will be crucial in helping me deepen my understanding of these topics and improve my practical skills. I'm particularly interested in a structured, systematic approach to learning and problem-solving in the area. Looking forward to finding an experienced mentor to guide me t...

I'm in need of a highly skilled AI developer with expertise in natural language processing (NLP), computer vision (CV), and machine learning. The core objective of the project is to develop an AI-based recommendation system. Key Tasks: - Implement NLP techniques - Develop CV application - Integrate robust machine learning algorithms A significant aspect of this project is UI design – specifically the construction of user-friendly dashboards. I am looking at someone who can visualize the machine learning processes and outputs in an engaging manner. Desirable Skills: - Expertise in AI technologies (NLP, CV, ML) - Experience in building AI-based recommendation systems - Proven ability in creating user-centric UI, specifically dashboar...

I'm seeking to expedite CHSP application process for home care services. The successful freelancer should have the following skills and experience: - Expertise in navigating aged care systems, particularly with CHSP applications. - Extensive knowledge on aged care regulations. - Proven experience in consultancy for home ca...seeking to expedite CHSP application process for home care services. The successful freelancer should have the following skills and experience: - Expertise in navigating aged care systems, particularly with CHSP applications. - Extensive knowledge on aged care regulations. - Proven experience in consultancy for home care services. - Excellent communication and advisory skills. Looking forward to learning from your expertise. Please bid ASAP. Let's m...

I'm seeking a talented Android app developer to create a comprehensive educational platform. The app will focus on engaging the user in their learning process through interactive quizzes. Key Features: - Development for Android platform Ideal Skills and Experience: - Proficient in Android app development - Experience in building educational apps would be a plus - Familiarity with integrating interactive quizzes - Strong understanding of UI/UX for educational purposes Your role will be instrumental in shaping a platform that combines educational content with interactive assessments. This is an opportunity to make a significant impact in the field of mobile education.

Educatoon is a pioneering educational company committed to providing high-quality educational cartoon videos for children worldwide. Our mission is to foster learning and development in young minds by delivering engaging content in multiple languages. Currently, we offer educational materials in six languages, including English, Arabic, Pashto, Persian, Urdu, and Dari, with plans to expand to encompass 100 languages in the future. - The main purpose of the site will be to showcase our educational cartoon videos. There won't be nursery and childcare services offered through the website, it's strictly for displaying our work. - Visitors should be able to interact with the site in a way similar to the YouTube Kids platform. This means they should be able to watch the videos ...

...and working knowledge of WordPress • Designing and building the website front-end • Knowledge of front-end technologies including CSS3, JavaScript, HTML5 and jQuery and REST/API integration • To understand and work with various page-layout and eCommerce plugins and to add images, icons, and vectors that function on desktop- and mobile-friendly web pages • Interest in conducting research and learning new things to overcome challenges • Conducting website performance tests • Monitoring the performance of the live website • Experience optimizing web pages and improving page speed • Collaborate with internal teams to produce software design and architecture • Write clean, scalable code using NET programming languages • Test an...

I require an experienced web developer to build an e-learning web application. The primary audience will be college students. Key Features: - User authentication for security - Course management system for curriculum organization - Progress tracking to monitor student development Learning Resources: - Videos and interactive exercises for active, engaging learning - Quizzes to assess understanding and retention. The ideal candidate will possess a proven track record in web development, specifically with e-learning platforms, and a deep understanding of user experience design for educational purposes.

...Experience: - **Game Development:** Proven experience in developing interactive and engaging games, particularly for young children. - **Web-Based Platforms:** Familiarity with creating games for web browsers, ensuring compatibility and smooth performance across various devices. - **Educational Game Design:** A background in designing educational games or content for children, with a focus on language learning. The goal of this project is to create a series of fun and educational language games that can be easily accessed and played by preschoolers on a web browser. The ideal candidate will have a passion for creating high-quality, child-friendly content and a strong understanding of early childhood todevelopment and language acquisition. The language is Aramaic and english we ...

I'm seeking a professional to design an educa...presentation. The exact subject or intended audience is yet to be defined, hence versatility and adaptability are vital. Key Responsibilities: - Brainstorming creative educational contents - Creating engaging and educational PowerPoint slides Skills and Experience: - Prior experience in educational content creation - Exceptional PowerPoint and graphic design skills - Creativity and an understanding of learning strategies - Flexibility in subject matter coverage - Able to work with minimal guidance and broad parameters. Your proposal should illustrate your experience in educational content creation and showcase your ability to create an engaging, visually appealing PowerPoint presentation. Please share examples of previous wor...

I'm looking to build a website to expand my vending machine business into the online space. The site's main purpose will be e-commerce, aiming to sell our range of product worldwide, with a particular focus on customers in Australia. Key Features: - Showcases our product range: plush toys, bouncing balls, and toy capsules. - User-friendly shopping experience. - Able to process payments in multiple currencies. Ideal Skills & Experience for the Job: - Proven experience building e-commerce websites - Familiarity with international shipping, specifically to Australia - Excellent understanding of user experience design.

1 Need to build a website monitoring program to monitor changes in sub-pages of the landing page Detailed requirements: The website needs to have SQL function because batch site monitoring needs to be uploaded. 2 Identify the link to the final sub-page login keyword such as Proxy function and mobile phone UA because mobile phone batch UA is required Multi-thread monitor...monitoring needs to be uploaded. 2 Identify the link to the final sub-page login keyword such as Proxy function and mobile phone UA because mobile phone batch UA is required Multi-thread monitoring 3 Filter duplicates and monitor changes in subpages of the website Set a custom time to refresh the web page 4 Send the new URL of the subpage change to the created group through the telegram machine

I'm currently seeking a proficient freelancer in Google Cloud Platform (GCP) who specializes in Infrastructure setup, Virtual Machine management, and Data storage and management. Key Tasks: -Setting up a secure and efficient GCP Infrastructure -Managing and optimizing Virtual Machines -Handling Data storage and management effectively The freelancer needs to have: -Sound knowledge and experience in GCP -The ability to implement advanced automation in GCP Programming Skills: -High-level proficiency in Python -Competency in Shell scripting is necessary This project is for those who are passionate about cloud technologies and eager to help initiate an advanced level of automation within my GCP environment. Please, only those with the relevant skills apply.

mechanical designer for fully automatic machine, for open mouth bags

I'm looking for an expert to help configure my Cyclecloud HPC cluster. This is a specific project with the following requirements: - Configuring the cluster for machine learning and simulations tasks - Ensuring the cluster can handle large data processing in a timely manner - Implementing efficient resource utilization strategies - Validating the performance of the cluster with real-world workloads The ideal candidate for this role should have: - Proven experience in configuring Cyclecloud HPC clusters - A strong understanding of machine learning and simulation requirements - The ability to optimize resource utilization and improve scalability - Excellent communication and problem-solving skills read the specs: What I would like to do is to set up a...

I'm looking for a Python expert who can help me preprocess and normalize a CSV dataset for a machine learning project. Key Responsibilities: - Loading the CSV dataset - Adjusting timestamps - Merging data from a single file - Normalizing the data using Min-Max scaling Ideal Skills and Experience: - Proficient in Python programming - Solid understanding of data preprocessing techniques - Experience with handling and merging large datasets - Familiarity with statistical analysis and machine learning modeling This project is crucial for setting a solid foundation for the subsequent machine learning analysis. The freelancer who takes on this role should be able to execute these tasks accurately and efficiently, with a strong eye for detail.

I am looking to develop a comprehensive web application with features like 3D modeling, body scanning, measurement calculations, and integration with e-commerce platforms. The ideal freelancer will have experience in: - Al/machine learning. - 3D modeling - Photogrammetry - Tailoring web applications for a e-commerce. - Creating user-friendly, interactive interfaces - Implementing features that enhance customer experience and streamline shopping processes Please demonstrate your proficiency in these areas when bidding. Your task will be to translate my specific needs into a practical and attractive web application that boosts customer engagement and drives sales.

I need an AI developer who's proficient in machine learning, particularly in the context of speech recognition. Key Points: - DEVELOP THE APP THAT GIVES FEEDBACK ON MISTAKES IN SPEECH. - DEV ELOP THE LEARNING APPROACH - EDUCATE AI TO TEACH STUDENTS Ideal Skills: - Strong background in AI and machine learning, with a specific focus on speech recognition. - Experience in developing and deploying machine learning models. - Familiarity with tools and libraries commonly used in this field, such as TensorFlow or PyTorch. - Past projects or experience related to speech recognition software development would be a definite plus.

I'm looking for an expert mechanical designer to create a detailed design of an attachment for a filament winding machine. The purpose of the attachment is to automate fibre cutting and retying to improve product precision and production speed. Here's what you need to know: - This attachment should support two types of fibres. - Each fibre is less than 0.5 mm in thickness. Skills and Experience: - Proficiency in CAD or similar design software - Previous work with filament winding machines or similar machinery - Understanding of fibre materials and their characteristics. Understand automation of the winding process,so that cutting of fibre band and re tying the cut band to the next component to be done

My project requires an expert in machine learning, particularly with a focus on using Python for neural networks. Ideal Skills and Experience: - Proven experience in machine learning projects - Expertise in Python programming - Proficiency in neural network programming - Strong understanding of deep learning Your understanding of machine learning principles, advanced Python programming, and neural network frameworks will be pivotal to the success of this project. Please detail your relevant experience and provide examples of similar projects.

...track the progress of the students as they move through the courses. - Discussion Forum: A forum that allows students to interact with each other, ask questions, and discuss topics related to the course material. Content Offered: - Video Courses: The platform will have video lectures. - Text-based Courses: Supporting materials in text format. - Interactive Quizzes: Regular quizzes to reinforce learning. - Ispring & similar tools: Ability to embed content from these tools. - Multimedia: The platform should support and display pictures, sounds, and picture with sound content. Design and Branding: - I already have a specific design and branding in mind for the platform. You will be responsible for implementing this design. Generally: I want A ready-made education and training...

I’m quite familiar with Moodle. It’s a widely used open-source learning management system (LMS) that supports educators in creating and delivering online courses. Moodle offers various features, including customizable course creation, quizzes, assignments, forums, and grade management. It is highly flexible and can be tailored to fit different educational needs. If you have specific questions about Moodle, such as how to perform certain tasks or best practices for using it, feel free to ask!

My project requires an expert in machine learning, particularly with a focus on using Python for neural networks. Ideal Skills and Experience: - Proven experience in machine learning projects - Expertise in Python programming - Proficiency in neural network programming - Strong understanding of deep learning Your understanding of machine learning principles, advanced Python programming, and neural network frameworks will be pivotal to the success of this project. Please detail your relevant experience and provide examples of similar projects.

I need a professional to develop an engaging medical education...format course with an integrated question bank. Here, the primary objective is e-learning of anatomy through a substantial base of over 1000 multiple-choice, true or false questions and short answer questions. Ideal skills and experience to have: - Expertise in e-commerce website development - Experience in creating intuitive, user-friendly layouts - Knowledge of online education or e-learning websites would be advantageous - Familiarity with designing interactive question types, such as multiple-choice and true or false questions - Capacity to handle widespread content effectively Your job will be to incorporate these aspects to ensure the final product is not just functional but also fosters effective lea...

As a professional in computational chemistry or biophysics, I'm currently looking for an expert mentor in the field to guide me through various aspects of molecular modeling and simulations. Key Responsibilities: - Provide advanced expertise in Protein structure prediction, Mo...Molecular simulations, Coarse-grain modeling - Proven experience in mentoring or teaching - Excellent communication skills and the ability to convey complex technical information in a clear and concise manner Your guidance will be crucial in helping me deepen my understanding of these topics and improve my practical skills. I'm particularly interested in a structured, systematic approach to learning and problem-solving in the area. Looking forward to finding an experienced mentor to guide me t...

...generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app - whisper transformers for stt ttl - AWS S3 bucket for file serving Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) will also be a strong advantage. Your understanding of text generation and the specific functionalities mentioned will be key to the success of this project. If this sounds like a task that fits your skill set, I'm looking forward to your bid.

I am looking for a flyer with an Arabesque design for kids. Arabic Language Institute (add logo) presents Arabic for Kids (add picture of kids learning Arabic) Ages 5 to 10 - Reading - Vocabulary - Speaking Starting Saturday, June 1st at Masjid Darul Islam 602 Salem Ave, Elizabeth, NJ Class Options 1 Day $10 per day 2 Days $15 per weekend Saturday 12:00 noon to 1:30pm Sunday 12:00 noon to 1:30pm Scan QR Code for Registration

...potential, while Ben, aged 14, and Emma, 8 years old, are at critical stages in their academic journey. Yet, without financial assistance, their dreams of receiving a quality education may remain out of reach. Your support will directly impact the lives of these three children by covering their school fees, purchasing essential supplies, uniforms, and ensuring they have access to a conducive learning environment. By investing in their education, we're not just providing them with knowledge; we're empowering them to break free from the cycle of poverty, build brighter futures, and become agents of change in their communities. Together, we can make a tangible difference in the lives of Alice, Ben, Emma, and countless other children across Uganda who deserve the chance t...

I am looking for a business professional to help me with the financial projections for vending machines to be placed at an apartment complex. This is a straightforward task that requires the creation of a profit and loss statement and chart. Key requirements: - Develop a profit and loss statement and chart for the vending machines (Snack, Beverage, ...requirements: - Develop a profit and loss statement and chart for the vending machines (Snack, Beverage, Laundry and ATM) to be placed at the apartment complex - Focus on evaluating the profitability of this project Ideal skills and experience: - Proven experience with financial projections, specifically profit and loss statements and charts - Strong business acumen - Familiarity with the vending machine industry is a plus, but not ...

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...workbook should comprise multiple worksheets showing the models, the regression analysis summary, the comparison of model performance, the decision tree, and the calculations you used to answer the task questions that require you to complete in Excel USING SOLVER. -report should be mainly for the economic order quantity (EOQ) analysis and the answers to the qualitative questions. No introduction -1900 word report -There should be at least FOUR worksheets in the Excel workbook. Two of them should show the following two demand forecasting methods that you are required to use to forecast the demand of 5 kg ice bags at Caltex, a petrol station in Melbourne. 1. Moving average 2. Static method. for the other two: summary of the regression analysis for the static method. The ot...

We're seeking a highly skilled and experienced Salesforce freelancer to join our team and provide up to 12 hours a week of exceptional support for a variety of Salesforce Clouds, including: Sales Cloud Service Cloud Financial Services Cloud Experience Cloud Responsibilities: Manage and resolve incoming Salesforce support tickets with a focus on efficiency and accuracy. Diagnose issues ac...Developer (PD1/PD2) credentials are highly preferred. Additional Salesforce certifications (e.g., Financial Services Cloud) a strong bonus. In-depth knowledge of Lightning Web Components (LWC), Flows, and Salesforce automation tools. Excellent communication skills with a professional-proficiency in written and spoken English. A proactive, results-oriented approach with a commitment to continuous ...

I am seeking an AI and deepfake technology expert to assist me in implementing deepfake technology for educational purposes. The primary task is to set up the software and create moderately realistic deepfake outputs for general learning. Key Responsibilities: - Implementing deepfake technology following my instruction and provided video link. - Creating moderately realistic deepfake outputs for educational purposes. Requirements: - Expertise in AI and deepfake technology. - Prior experience of setting up and implementing deepfake technology. - Ability to create realistic deepfake videos suitable for educational purposes.

I'm looking for a talented individual who can help me develop an LLM text model which behaves like a virtual girlfriend. This text model must be engaging in intelligent dialogue...trained from scratch or, if you have knowledge of current models, adapt it to your needs. - The person must know how to configure the backend of the model to limit illegal content or prohibited dialogue contexts. Ideal skills and experience for this job include: - Proven experience in developing AI-driven chatbots or virtual assistants - Proficiency in natural language processing (NLP) and machine learning - Strong understanding of emotional intelligence and how to incorporate it into AI models - Master Python * If you have any questions, you can write to me and coordinate a test. We will als...

I am seeking an expert in machine learning and computer vision who can craft an advanced object detection algorithm. This algorithm will be employed in outdoor settings and must have the capability to accurately identify vehicles, animals, and pedestrians. Essential Skills and Experience: - Expertise in Machine Learning and Computer Vision - Understanding of outdoor environments and their varied conditions - Prior experience in developing object detection algorithms - Familiarity with vehicles, animals, and pedestrian detection The goal is to devise an algorithm that can track and distinguish between multiple objects in outdoor scenes with different weather, light, and visibility conditions. It should perform reliably under these compounded factors.

Im looking to have a Solana ping bot with the ability to detect and attempt to filter out potential scams based on machine learning software. Ensuring that daily 10-100x calls are made effectively. Key Requirements: - AI & Machine Learning Proficiency: The ideal candidate will be well-versed in AI and machine learning technologies, able to design a bot that can learn and adapt to new scamming tactics. - Solana Ecosystem Expertise: Strong understanding of Solana and its projects is crucial to successfully identify potential scams. - Telegram Integration: The bot should be designed to work seamlessly within the Telegram app. I'm looking for an active developer who can work alongside me in this exciting new venture. Please get in touch for ...

...seeking an experienced engineer to design and implement a two-axis machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary navigation strategies and motion control algorithms will be required. - Providing real-time position feedback to the user. Your extensive understanding of feedback mechanisms particular to these types of systems is a must. Ideal expertise for the job includes: - Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to cut small logs into planks...

I'm in need of a freelancer to assist with labeling text tweets by topic (to aid in machine learning research). Key Requirements: - Labeling 1,000 tweets as to whether they are about the topic sustainability - Must be labeled by hand (no machine learning or AI) by a native English speaker Task: -Open the attached spreadsheet -Read the FULL TEXT of each tweet. Also read the brand handle and sector for reference. Make sure to pay attention to any hashtags included. -You do not need to open any URLs. Make your judgment based only on the text. -If the tweet is about sustainability, enter "1" in column E. If it is not about sustainability, enter "0" in column E. -Note that "sustainability" is a broad topic -- it is often a judgm...

Nous recherchons un développeur full-stack expérimenté pour créer une plateforme de e-learning dédiée à la préparation exhaustive du TAGE MAGE. Ce test est un examen standardisé, composé de divers sous-tests, utilisé pour l'évaluation des compétences managériales et de logique. Objectifs et Fonctionnalités Principales : Développement d'une Landing Page intégrant vidéo introductive, options d'inscription et de connexion. Intégration de paiement sécurisée avec STRIPE, nécessitant la création de comptes utilisateurs. Structure modulaire du site pour les cours, entraînements et tests blancs, avec redirecti...

I'm currently seeking a highly skilled and experienced tutor who is capable of teaching intermediate mathematics to teenagers via engaging video lessons. Key Responsibilities: - Create easy-to-understand, engaging video lessons aimed at teenagers - The less...keep the interest and attention of teenagers during lessons Ideal Skills and Experience: - A background in teaching or tutoring, specializing in mathematics - Excellent communication skills, particularly on video - Comfortable with digital tools and technology - Understanding of teenage learning requirements and challenges - Ideally, someone who can make math exciting and less intimidating for learners. Please consider how your style and experience can contribute to keeping teenagers engaged while learning int...

...personalized, in-depth insights catered to my capacities, skills, and learning speed. We will explore challenges and complex concepts together. Patience and exceptional communication are crucial. - Expertise in Java and Python: You must demonstrate a solid understanding and practical application of these languages in the industry. Exit profiles such as the development of complex systems, application in advanced artificial intelligence, or extensive backend management would be ideal. - Advanced Level Programming: I need a tutor who can help me comprehend and implement advanced aspects of programming beyond basic syntax and concepts. Some topics of interest include multi-threading, database connectivity, advanced algorithms, machine learning, and AI. Please provid...

Una plataforma de saas que tenga herramientas de ia con machine leaning con un sistema de compensacion de networkmarketing para los emprendedores que se unan a este proyecto

Simple application with database under hood Really, I have a first implementation. It's an app for foreign words learning with chat form and ChatGPT support Now I have * UI based on widgets * SQLite database * ChatGPT API functionality I use some flutter extensions. I'd like to finish the app during 3 weeks. I need some improvements and new functionality: * Working vocabulary * Logic for right calculation of time for words' repetition

...website will be varied, including: - **Patients**: I want the site to be easily navigable for patients seeking our services. - **Healthcare Professionals**: This section should speak to professionals who may want to collaborate or refer patients to us. - **General Public**: I need the site to be informative and engaging for people who might not be in the healthcare field but are interested in learning about our work. I have a preference for a clean and modern design for this website. The design should be professional yet inviting, and should reflect the high standards of my company. I am looking for a web developer with experience in healthcare website design and development, and who can bring a creative yet professional touch to the site. Experience with user-friendly interfa...

Somos pioneros en la creación de experiencias de aprendizaje digital que transforman la forma en que las empresas desarrollan el talento de sus equipos. Combinamos metodologías de vanguardia, tecnologías inmersivas y diseño instruccional experto para crear cursos e-learning personalizados que inspiran, motivan y generan resultados tangibles. Nuestro enfoque se basa en: Innovación: Exploramos constantemente nuevas herramientas y tendencias para diseñar soluciones de aprendizaje que superen las expectativas. Interactividad: Creamos experiencias de aprendizaje participativas que fomentan la colaboración, el pensamiento crítico y la resolución de problemas. Impacto: Medimos el éxito de nuestros cursos a travé...

...seeking an expert in AI/Machine Learning, particularly in Natural Language Processing (NLP), who can assist in developing a solution using Python, Vector DB, Neo4j and GPT API. The main goal of this project is to create a sophisticated NLP solution that can work with text data such as documents and emails. Key Requirements: - Strong background in AI/Machine Learning, specifically in NLP. - Experience with Python, Vector DB, Neo4j and GPT API. - Ability to deploy the solution on a Local Server. Your tasks will involve: - Developing an AI/Machine Learning solution using the specified tools. - Ensuring the solution is optimized for processing text data. - Deploying the final solution on a Local Server. Ideal candidates should have a proven tra...

...potential investments Data Source: 200+ proprietary historical records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) • Implementation methods for feature selection (e.g. correlation Analysis, feature importance, etc.) • Identify and run different algorithms (e.g., logistic regression, decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation • Performance metrics (e.g., accuracy, precision, recall, F1 score, ROC-AUC) • Score Calculation and thresholds • Deployment and Monitoring Tools available: ...

...instructor who can guide me through the following areas: - Basic Concepts and Architecture: I need to understand the foundational principles of Oracle Service Bus (OSB). This includes how it works, its key components, and its role in service-oriented architecture. - Service Development and Deployment: I'm interested in learning how to develop services on OSB and deploy them effectively. This includes hands-on exercises and practical examples to reinforce the learning. - Troubleshooting and Optimization: I want to be able to troubleshoot any potential issues that may arise when working with OSB. Additionally, I'd like to understand how to optimize OSB applications for performance and scalability. The ideal candidate should have: - A solid understanding of Or...