Research research journal article involving quantitative analysis jobs

I'm seeking a skilled English writer to help me with my coursework. - **Subject**: The work is related to English...**Type of Assistance**: I specifically need help with writing an essay, job descriptions, and short paragraphs. While the exact topic or theme is not yet defined, I would appreciate a professional who can assist in the construction of several compelling and well-structured pieces. Ideal candidates will have: - Proficiency in English Language and Literature - Experience in Essay Writing - Strong Research Skills - Ability to create well-structured, coherent arguments - Familiarity with academic writing styles and standards This project will lead to a long-term collaboration if the first task is completed successfully. Please No plagiarizing....be creative Par...

I'm looking for a skilled developer to assist in the creation of a python code frame finite element analysis. It is crucial that the tool is developed in Python and allows for Finite Element Analysis to show stiffness matrix, displacement vector and reaction vector. - Required Skills: Python, Finite Element Analysis, Web Development - Experience: Prior experience in developing web-based interfaces for engineering applications would be highly advantageous. A background in frame finite element analysis is a significant plus. Your understanding of Python and its application in this context is essential.

I'm in need of a capable blog writer with a knack for thorough competition research. This individual should focus on Competitors A, B, and C and create compelling articles within the spheres of technology, health and wellness, and travel. Key Responsibilities: - Write engaging blogs on technology, health & wellness, and travel topics - Analyze and adapt writing according to competitor trends (Competitors A, B, and C) I also require virtual assistance, specifically managing emails, data entry tasks and managing social media accounts. Proven experience in these areas is essential. Ideal Skills: - Competent writer with a knack for creating engaging content - Proficiency in competitor research - Prior experience in managing emails, doing data entry and social medi...

I'm seeking a professional with adept financial analysis skills to help me track and understand my small business's budget variances. Key Responsibilities: - Conduct a thorough examination of the company's financial data - Identify and analyze budget variances - Offer actionable insights and recommendations for improving budget performance Ideal Skills and Experience: - Proven experience in financial analysis, preferably in a small business context - Expertise in budget variance analysis - Strong knowledge of accounting principles and financial modeling - Excellent communication and presentation skills - Ability to work independently and deliver high-quality results in a timely manner

I require a comprehensive lexical analysis of the Italian term "dilettante", specifically within the framework of semiotics. Key tasks will include: - Definition extraction: The freelancer will need to explore multiple sources to reach the most comprehensive and nuanced understanding of the term. - Contextual usage analysis: This should focus on its use within the realm of literature. While no specific time periods or genres have been selected, a broad approach covering various periods could be beneficial. Skills and Experience: - Proficiency in Italian language is essential to ensure accurate understanding and interpretation. - A background in semiotics, philology, or linguistics would make you a strong candidate. - Studies or experience related to Italian li...

...facilitate in-depth analysis of equities, ETFs, and index options. Key Features: - Real-time Stock Data: The tool should be able to fetch and display real-time stock information for the selected equities, ETFs, and index options by using APIs. - Customizable Filters: I need the ability to set up and save customized filters based on specific criteria such as price, volume, and market cap. - Historical Data Analysis: It is important that the tool can analyze historical data, enabling me to make more informed decisions. Ideal Skills and Experience: - Proficient in working with live stock data APIs. - Strong background in financial analysis and understanding of stock market dynamics. - Experience in developing tools with customizable filters and historical data an...

...insights. The idea allows for both private ideation and public discourse. In the case of private submissions, users can submit their ideas confidentially, and the system can evaluate them internally before announcing a winner. For public conversations, the system can facilitate discussions among users, analyze their ideas, and ultimately make decisions based on the collective input and its own analysis, integrating the insights gained from ChatGPT. It offers flexibility for different types of interactions and decision-making processes. Requirements 1: design landing page that explain the concept 2: registration signing Signup 3: create the topic by users ( choice if public topics or private ideas ) 4: Set countdown timer 5: chatgpt API integration or any other free APIs 6...

I'm looking for a skilled Excel expert to automate the formatting of a spreadsheet from a Quickbooks export. Key Requirements: - I primarily need the freelancer to set up and automate formatting in my Quickbooks Excel spreadsheets. - The final formatting should be ...up and automate formatting in my Quickbooks Excel spreadsheets. - The final formatting should be both visually appealing and easy to read for the end user, we will provide guidance on what the end result should look similar to. Ideal Skills and Experience: - Strong proficiency in Excel, especially with automating processes and conditional formatting. - Previous experience working on projects involving data visualization and presentation. - A good eye for design to ensure the data is clearly differentiated and vis...

I need an expert in Google Sheets to create a spreadsheet that will help me with data storage and organization, calculation and analysis, as well as collaboration and sharing. - You will be working with 1-5 sheets, and you should be able to help me set up the data in a logical and user-friendly way. - I would require some basic formulas to be implemented, so knowledge of formulas like SUM and AVERAGE is a must. - Lastly, I need to ensure that the sharing and collaboration aspects of the sheet are secure and work smoothly. - Previous experience with similar projects is a plus.

I have a project that involves data entry from an Excel file. The data needs cleaning and formatting before entry, and the end goal is data analysis. I am looking for a freelancer who can help me with the following: - Excel Data Entry: Transfer data from an Excel file into a designated system. - Data Cleaning & Formatting: Ensure the data is cleaned and formatted correctly before entry. - Data Analysis: Help in structuring the information in a way that facilitates analysis. Ideal skills for this project include experience in data entry, Excel, and data analysis. Looking for a reliable and detail-oriented freelancer to complete this task efficiently.

I'm looking for an experienced Power BI expert who has worked with QuickBooks Online before. I need to connect our QuickBooks Online data to Power BI for analysis. Key Requirements: - You must have hands-on experience working with QuickBooks Online and Power BI. - You should be able to consolidate and visualize various types of data such as financial reports, customer data, and vendor data from QuickBooks accurately in Power BI. - I need the data to be refreshed daily in Power BI. Your Responsibilities: - Establish a seamless connection between QuickBooks Online and Power BI. Ideal Skills: - Proficiency in Power BI and QuickBooks Online. - Strong experience working with financial data visualization. - Excellent attention to detail and ability to ensure data accuracy. - Exce...

I'm looking for a skilled designer who can create a visually appealing and informative research poster on the topic of business analytics. The primary focus of the poster will be data visualization. Key elements of the project: - Primary topic: Business Analytics - Focused aspect: Data Visualization - Preferable deliverable: Poster Ideal Skills and Experience: - Strong graphic design skills - Experience in creating visually appealing and informative posters - Understanding of data visualization principles - Familiarity with Business Analytics concepts is a plus

I'm seeking an experienced writer to create a comprehensive and informative article suitable for investors about a meme coin project. (USA polifi meta related) Key points the article should cover includes: - The project's vision and mission - USA polifi narrative based - Technical aspects of the coin - Future plans The ideal writer for this job should have a deep understanding of the cryptocurrency market, with a specific focus on meme coins. You should also have a strong portfolio of writing engaging and informative articles tailored towards investors in the cryptocurrency space.

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I'm looking for a Google Sheets expert to help with the following tasks: - Implementing formulas for summing and averaging data - Applying conditional logic for data analysis - Setting up conditional formatting for better data visualization - Creating data validation rules for accurate data input - Designing custom charts and graphs for enhanced data representation. The ideal candidate for this project should have a strong background in Google Sheets and data analytics. Experience with complex formula implementation and data visualization is a plus. Being detail-oriented is crucial, as accurate data handling is a key aspect of this project.

I need an expert in Linux, particularly in the use of SSHFS for remote file access, to expand my existing blog article. The aim is to provide my readers, who are at an intermediate level in their understanding of Linux, with a comprehensive tutorial. Key tasks include: - Detailing the process of automating remote file system mounting using SSHFS in Linux - Providing step-by-step instructions accompanied by useful screenshots to aid comprehension - Ensuring that the tutorial aligns organically with the tone and style of the existing blog article The ideal freelancer for this assignment will have proficient knowledge of Linux, SSHFS, and tech writing skills, with a knack for simplifying complex tech concepts. Additionally, I'm going to share the original blog so that th...

...tequila industry, consumer habits across the broader liquor industry, and how tequila stacks up against other spirits. You'll need to: - Thoroughly research consumer habits such as preferences and buying patterns - Access and analyze market reports, specifically Nielsen Reports, IWSR Reports, and Beverage Industry Reports. Any other spirit reports would also be valuable - Make a comparative analysis of tequila sales against other spirit categories - Compare tequila companies that have bought out others. No particular brand is noted; however, the focus should be on the most popular companies in this context The freelancer should have strong research skills, familiarity with the beverage industry, and proven experience in market analytics. Understanding of cons...

...editable tables. - An adept knowledge of JavaScript and array manipulations. Appreciate bid from Vue.js experts who understand my requirements and can deliver a clean, user-friendly editable table element. "POSITIONS": [ { "ITEM": "Positions", "DATA": "Vice President for Research, MUSC", "DATE": "2016-2021", "ISSELECTED": true }, { "ITEM": "Positions", "DATA": "Interim Associate Provost for Research, MUSC", "DATE": "2014-2016", "ISSELECTED": true }, { "ITEM": "Position...

I require an experienced data cleaning specialist who can proficiently handle Excel spreadsheets. My project involves tidying up datasets related to customer, product, and financial data, though different types of data might need to be scrub...of data might need to be scrubbed too. This data cleansing task involves a lower volume dataset of less than 1,000 records. Key tasks include: - Identifying and correcting any inaccuracies. - Identifying and handling missing data. - Assuring the consistency of datasets. The ideal freelancer should have strong skills in spreadsheet management, a keen attention to detail, exceptional data analysis abilities, and a solid understanding of customer, product, and financial data. Experience in Excel and a proven track record in data cleansing a...

I'm looking for someone who can go deep into detail about modular home factories that deliver to the western United States. The research needs to cover the following topics: - Available floor plans for ranch-style and two-story modular homes. - The total price per each type of the unit. - Price per square foot for the said unit types. - The delivery schedule and approximate shipping costs per mile. - An estimation about the assembly time and its accompanying costs. This information is essential for me, as I plan to use these modular homes for residential purposes and my budget range for these homes is $100,000-$200,000. Your research skills should be top-notch, with proven experience in looking at complex data and compressing it into an easy-to-understand format. Exp...

As an insurance agency covering both personal and commercial lines, I'm seeking a proficient data analyst to focus on auto insurance. The project requires both trend and policy analysis with a particular emphasis on premium analysis and coverage analysis. I'd also like to include a marketing component. Ideal candidates must have: - Proficiency in analyzing insurance data - Knowledge of both trend and policy analysis - Experience with premium and coverage analysis - Ability to decipher data for marketing strategies - Experience with Applied Epic is a plus Attention to detail is critical as the insights drawn from this project will be instrumental in the formation of future business strategies.

I'm seeking an experienced Wikipedia editor/writer to create new Wikipedia pages . Key Responsibili...Key Responsibilities: - Create new Wikipedia pages for an organization - Enhance the visibility through the pages - Add references and citations - Ensure accuracy and comprehensiveness of the content Requirements: - Proven experience in creating and editing Wikipedia pages - Proficiency in adding references and citations - Ability to improve visibility and awareness through Wikipedia - Strong research skills to assist with content and sourcing - Excellent written English and attention to detail Your main goal in this project is to maximize visibility and awareness for the organization through the Wikipedia pages. Please provide samples of your previous Wikipedia work along...

We need a details business plan for the market in Austria. For real estate or other profitable branch you would consider interesting. The business plan should be well detailed and very realistic, since it will ...branch you would consider interesting. The business plan should be well detailed and very realistic, since it will be check if it will be feasable. Investment sum can be over 1 mil. euro. Ideal Skills: - Proven experience in creating business plans - Knowledge of real estate markets and experience in dealing with them is a plus. - Strong analytical skills and ability to conduct thorough market research. - Excellent written and verbal communication to present the plan in a clear and engaging manner. If you have experience in similar projects, please bid with a sample of ...

As I'm venturing into a solar-powered USB module in my circuit design utilizing a SAMD51 microcontroller, I'm in need of expert assistance to address some issues with m...microcontroller, and an unresponsive USB output. These are the primary targets for debugging and solution creation. - Ideal Expertise: I am seeking an experienced engineer knowledgeable in PCB design, solar power modules, and the SAMD51 microcontroller. The individual must have a track record of troubleshooting and resolving power supply issues, microcontroller mismatches and USB output problems involving solar-powered circuits. Proper debugging skills, efficiency in prototyping and insightful recommend improvements are critical. By undertaking this, the aim is to obtain a viable, and fully functioning...

calculate SNR for denoising ECG Digital Signal using IIR and FIR filters

...skilled individual to conduct a comprehensive health outcomes research study intended for healthcare providers. This project involves a mix of qualitative and quantitative analysis to provide valuable insights and data. Key Responsibilities: - Conduct a thorough health outcomes research study - Utilize both qualitative and quantitative research methods - Compile and analyze data effectively - Present findings in a clear and concise manner Ideal Skills and Experience: - Proven experience in medical and health research - Familiarity with mixed methods research - Strong analytical and data interpretation skills - Experience in presenting research findings to healthcare professionals You should have a background in health ...

data analysis for task decided

I am looking for an experienced individual to help me create an interacti...algorithm -K-means -Random forest algorithm -Dimensionality reduction algorithms -Gradient boosting algorithm and AdaBoosting algorithm #Types of Machine Learning Algorithms# -Supervised Learning -Unsupervised Learning -Semi-supervised Learning -Reinforcement Learning I need totally 14 article. Each article must consist of 1500 words. Python should be preferred as the programming language. A minimum of two-three images should be used to support each article. Also each article should be a guide for people new to Machine Learning. You can find the datasets to be used for these articles from the link below:

I'm looking for a proficient Python developer who specialises in Machine Learning. The chosen individual will be responsible for the selection and training of models, as well as predictive analysis. The ideal candidate possesses: - Mastery in Python programming. - Extensive understanding of Decision Trees for analysis. - Ability to effectively perform model selection and training. - Proven experience with predictive analysis. Please reference prior similar projects in your application. Serious, dedicated professionals only.

I am currently seeking a relia...experience as a scriptwriter or similar role * Profound understanding of business and finance topics * Ability to transform complex financial information into engaging storytelling * Excellent written communication skills * Proactive thinking, ability to propose creative storytelling angles * Strong research skills to learn new topics * Willingness to accept feedback and make necessary changes * Ability to meet deadlines Responsibilities: * Write engaging scripts on business-financial topics * Research topics to ensure content accuracy * Work closely with me to ensure content aligns with the overall channel vision Reach out if you believe you meet the qualifications. Looking forward to​​ reading your proposals. Your compensation will b...

...aspects of my website in order to improve its search engine ranking, with the ultimate goal of boosting our online sales. Key Responsibilities: - Conduct a detailed keyword analysis and identify high-performing keywords that align with my target audience, mainly professionals aged 25-45. - Optimize meta tags to improve search engine visibility and drive organic traffic. - Develop a strategic backlinking plan to enhance the website’s authority and credibility. The ideal candidate should have: - Proven track record in SEO optimization with tangible results in increasing online sales. - Excellent understanding of keyword research and meta tag optimization. - A strong network for acquiring quality backlinks. - Familiarity with the target audience of professionals age...

We are currently facing an urgent requirement for the implementation of Oracle SCM/demand planning modules. We are in search of SCP experts...currently facing an urgent requirement for the implementation of Oracle SCM/demand planning modules. We are in search of SCP experts or IT consultancy partner companies with proven experience in SCM/demand planning module implementation in Oracle EBS R12. The scope of work will cover the following aspects within Oracle SCM EB R12: Predictive Analysis based on MRP Demand forecasting for peak and off seasons Demand Sensing Multi-Dimensional Analysis: Analyze demand by product, customer, region, channel, and other relevant dimensions for deeper insights and better decision-making Supply chain integration Forecast accuracy tracking Report...

...advanced level scientific articles that deal with the development of European integration. Key Requirements: - You'll be working with a word count of 1500-3000 words. Concise, yet thorough analysis is expected. - The articles you'll be discussing should be at an advanced academic level, and thus, the work must reflect this. - The essay should be thoroughly researched, structured, and referenced appropriately. The ideal candidate will have: - A strong background in European integration, ideally with academic experience in the field. - Prior experience in writing advanced level essays. - Excellent research skills and the ability to critically engage with academic material. - Proficiency in proper academic citation and referencing. If you have what it takes to ta...

I'm seeking a proficient academic writer with a knack for generating persuasive, well-researched content revolving around elderly care, specifically targeted toward a journal publication. My ideal freelancer will have plenty to offer in terms of knowledge and experience in this domain. - Requirement Details: - Develop a compelling, academically sound, and thoroughly researched article emphasizing elderly care. - Target audience: Journal readership - Aim of the text: Publication purposes - Skills & Experience: - Fluent English writing and comprehension skills - Deep understanding of elderly care and potential challenges - Proven experience in academic writing, particularly in health or social care fields - Portfolio of past published works. L...

...Components * Income Statement: A detailed income statement highlighting the revenue and expenses over a specific period. * Cash Flow: A cash flow statement displaying how changes in balance sheet accounts and income affect cash. * Balance Sheet: A report that summarizes my firm's financial standing in terms of assets, liabilities, and shareholders' equity. * Revenue Breakdown: Thorough analysis of different streams from where the business is generating its revenue. * Cost Breakdowns: An explanation of how much the firm is spending on its employees among other operational costs. Ideal freelancers for this project are those with a strong background in finance, and business strategy with a proven record of crafting investor-attracting business plans fo...

I'm on the lookout for a proficient WordPress Coder for a long-term engagement. You will be handling tasks involving: - Theme Customization: Your key responsibility will be customizing themes to ensure a unique and engaging user experience. You'll be creating custom designs, ensuring responsiveness across all devices and integrating e-commerce elements. - Plugin Development: You must have the knowledge and skills to develop and implement plugins based on specific requirements. This includes a contact form plugin, a membership plugin, and an SEO plugin. - Website Optimization: Your role will involve fine-tuning and optimizing the website for maximum efficiency and speed. As the ideal candidate, you must be proficient in WordPress, have strong programming skills, and posses...

...experience improvements. - Your primary focus will be on search engine optimization, with the goals of increasing organic traffic, improving search engine rankings, and enhancing website visibility. This will require expertise in SEO strategy, keyword research, and content optimization. - In addition, we need you to provide specific improvements for our website's user experience. This includes improving website loading speed, enhancing navigation and usability, and optimizing for mobile devices. Your role will involve conducting user research, implementing UX best practices, and ensuring seamless cross-device functionality. Ideal candidates for this role should have: - Proven experience in managing and expanding organic traffic for websites - Expertise in SEO, pref...

I'm seeking a diligent legal professional with mid-level experience and a background in corporate law. The selected candidate will be responsible for: - Drafting contracts: An eye for detail and comprehensive knowledge of contractual laws are required. - Legal research: Should be proficient at conducting meticulous legal research and translating findings into actionable insights. A deep understanding of corporate law is essential for this role. Your ability to handle these tasks swiftly and efficiently will be crucial in aiding the growth and smooth running of our organisation.

I'm in need of a talented telecaller who is fluent in Punjabi. This will be a medium to long term project. Ideal Skills and Experience: - Fluency in Punjabi is a must - Prior experience in telecalling Please note that the specific tasks are not yet defined; however, the primary responsibilities will likely include making outbound calls, taking inbound calls, and potentially conducting market research. If you are a skilled telecaller with excellent communication skills in Punjabi, I'd love to discuss the details of this project with you.

I need an experienced and skilled SEO specialist to optimize my blog post. - Conduct keyword research and include appropriate keywords in the text - Ensure the content is search engine friendly and aligned with our target audience (which was not specified) - Improve the on-page and off-page SEO of the blog post to increase traffic Ideal freelancer should have: - SEO expertise - Strong writing skills - Knowledge of keyword research and implementation - Experience in improving blog post performance

I need an expert editor who can help to revise a long-form article exceeding 1000 words. The objective is threefold: - Improve Readability: Make it user-friendly and ensure it keeps the reader's interest to the end. - Grammar and Spelling Correctness: Proofread thoroughly to eliminate any language errors. - Structure and Flow Enhancement: Work on the article's layout and organize the content for a better logical sequence. Having a high level of expertise in the subject matter of the article would be ideal for this job. Understand it is not just about correcting typos but also about improving the way the content is presented and perceived by the readers. I look forward to engaging with professionals who take pride in delivering excellent work with clear and concise...

We need a complete backlinks research and audit of a given website (main website) and 3 additional websites that are its competitors. - We need a comprehensive backlink report for each website. - The audit should cover three languages: English, Spanish and French. Because of International SEO goals. - Recommendations to improve backlinks for the main website, based or not on findings. We also need a keyword research for each competitor. I mean, we should try to find what keywords are they trying to gain visibility, for the following languages: spanish, english and french.

I'm in need of an SEO specialist to help improve my website's Google ranking and increase traffic. Key Goals: - Increase website traffic - Improve search engine ranking - Enhance visibility on specific k...Google ranking and increase traffic. Key Goals: - Increase website traffic - Improve search engine ranking - Enhance visibility on specific keywords Target Audience: - Age group - Location of people -People Interested in a free boiler grant Skills and Experience: - Proven track record in SEO optimization - Familiarity with Google Search Console and analytics tools - Ability to conduct keyword research and implement optimizations - Understanding of onsite and offsite SEO techniques - Experience in targeting specific demographics - Knowledge of the boiler grant indu...

...estate petitions, particularly in assisting with the process of changing a beneficiary on an IRA. Key Requirements: - Experience with estate petitions and probate law - Understanding of IRA beneficiary change process - Excellent legal research and drafting skills I am an attorney representing the estate, facilitating the necessary legal steps to change the beneficiary on the IRA. Your expertise in this area is essential, as the procedure is complex and requires specific legal knowledge to ensure compliance with all relevant laws. This role will involve research, drafting of legal documents, and potentially liaising with financial institutions or other relevant parties. Your ability to navigate this process efficiently and accurately is crucial in ensuring the benefi...

I'm in need of a skilled data scientist with a strong background in deep learning. The primary goal of this project is to implement and develop a sophisticated product recommendation system, leveraging deep learning techniques. Key Responsibilities: - Conducting data analysis to identify patterns and insights - Implementing and fine-tuning deep learning models for recommender systems - Working on a product recommendation system Ideal Skills and Experience: - Proven experience as a data scientist, particularly in the field of deep learning - Strong knowledge of recommender systems and their applications - Proficiency in implementing deep learning models for complex tasks In summary, the successful candidate will be responsible for developing a robust product recommendation s...

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, ...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 jou...

I'm in urgent need of an experienced geopolitics research analyst. I require a comprehensive report with recommendations on three key regions: Middle East, East Asia, and European Union. This report should encompass: - **Political Analysis**: A detailed study of the political landscape in each region. This includes government structures, political relationships, and ongoing dynamics. - **Economic Analysis**: An examination of the economic conditions across the regions. This includes key industries, trade relationships, and economic stability. - **Conflict Analysis**: A breakdown of potential and ongoing conflicts in the regions. This includes historical context, current scenarios, and potential future developments. The outcome of this research sh...

...dedicated and skilled individual to conduct thorough and thoughtful product research for me. The job entails researching products across a variety of categories on Amazon, with the aim of identifying promising product ideas. These ideas should meet the following criteria: - High demand: Products with a demonstrated and sustained demand on the platform - Low competition: Products that aren't overly saturated on Amazon - Profit margins: Products that offer substantial profit potential - 100% successful launches in past 90-180 days Your task will be to generate 5 such ideas for me, presented in an organized and easy-to-understand manner. Ideal skills and experience for this job include: - Proven experience in product research, ideally for Amazon - Understanding of A...

I am looking for an experienced, senior-level Java backend developer to build a new application from scratch in the healthcare industry. This novel undertaking will require a high level of expertise and the following skills: - Robust knowledge in database management - Proficiency in API development - Skills in business logic analysis - Business Logic Expert Applicants should ideally have a strong background in full-time Java backend development, with previous project experience in healthcare or similar fields. Looking for 2 Profiles Europe Based , Java Backend Senior. In this project front is made in AngularJS (as per other front devs)

I'm s...classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understanding of transfer learning techniques The final deliverable of this project should be a functional model that can correctly classify the tumor type with a high degree of accuracy. The model should be able to handle new MRI images and provide accurate c...