Coursera exploratory data analysis project 2 github jobs

I need someone to help with offline data entry. The task involves entering less than 1000 entries into an Excel spreadsheet. Accuracy is key as the data will be used for business analysis. Ideal Skills and Experience: - Proficiency in offline data entry - Advanced Excel skills - Ability to maintain high level of accuracy - Previous experience with similar tasks is a plus

I'm seeking an experienced architect with a keen eye for modern design. The project involves creating a structure with a large floor area—over 5,000 sq ft. Key Responsibilities: - Develop architectural designs in line with modern styles - Include space planning and structural analysis Ideal Candidate: - Demonstrable experience with large projects - Proficiency in modern architectural design - Strong in space planning and structural analysis

Financial presentation on the analysis of two stocks with the help of the financial Discounted cash flow model that has already been prepared. You will need to complete:- 1. Powerpoint presentation slides 2. A 1000-word MS-Word document that will tell the speaker what needs to be spoken for each of the slides. 3. A 200-word reflection

I'm seeking a GitHub expert to help streamline our development process, focusing on version control. The primary objective is to improve our efficiency and code management through GitHub. Key deliverables include: - Establishing an effective branch management strategy - Enhanced merging and integration protocols - Configuration management optimization Ideal skills and experience for the job: - Proficient in GitHub - Strong understanding of version control - Previous experience in implementing branch management strategies - Proven track record in optimizing development processes Also looking for for solution How can we trace all the main Branches and sub branches for one application and what all the commits are there and what all in pending state which are no...

I need a skilled developer to help me collect data from various websites to find a competitive edge. Key Requirements: - Prior experience in web data scraping - Ability to scrape data in real-time to ensure the information is up-to-date - Understanding of data analysis and how to interpret the results - Familiarity with competitive research The data collected will be used to inform my business strategies, so it's crucial that it is collected accurately and efficiently. Although not the immediate priority, I'm also interested in exploring the possibility of creating a discord bot and potentially web design in the future. A developer with experience in these areas would be preferred, though not essential. The developer must be located...

I am seeking an experienced market analyst who's knowledgeable about the logistics industry, specifically in the area of transportation and distribution. Key tasks will include: - Providing in-depth analysis of last mile delivery, including identifying and studying trends, challenges, and solutions. - Research and provide insights about effective entry points and custom clearance methods regularly used in the industry. - Investigate and analyze courier services, including their efficiency and impact on the overall distribution process. - Examine the use and effectiveness of locker and PUDO (pick up drop off) points in modern logistics. - Who are the main ecommerce sellers. Suitable candidates should have extensive experience in transportation and distribution within the l...

I'm seeking an experienced power app developer to build a small, yet crucial, data-driven application. The app will mainly focus on data input and storage, as well as calculations and analysis. Key Project Details: - The app should be capable of managing both text and numeric data. - The calculations and analysis will be unique, thus the need for custom scripts. The developer should be able to create the necessary algorithms and functions to support this. Ideal Skills and Experience: - Proficient in Power App development - Strong understanding of data input, storage, and calculations - Ability to create custom scripts for analysis - Experience with similar data-driven projects Please note that this project requ...

...a professional who can help me complete a project that involves writing 3 comprehensive health-related articles. Each article should be 3000 words long. Key Requirements: - **Topic:** The articles should focus on sports - **Methodology:** The methods section in each article must be detailed with a critical analysis and comparative insights. - **Content Focus:** The articles should predominantly focus on recent studies, preferably those published in the last 5 years. Ideal Freelancer: - Proficient in health writing. - Capable of conducting in-depth research. - Experienced in critical analysis and comparison of studies. - Skilled in crafting engaging, informative articles. - Able to deliver high-quality work within the set deadline. This project is time-s...

...campaign targeting small business owners and tech enthusiasts. Since the specific IT skills for the campaign were not provided, the freelancer should be versatile enough to cover a broad spectrum of skills from programming, web design to data analysis. The campaign will be driven through the creation and distribution of blog articles, videos, and infographics. Therefore, expertise in content creation, particularly in those formats, is essential. In summary, the ideal freelancer should possess: - Knowledge and experience in Programming, Web Design, and Data Analysis - Ability to create engaging and informative content in form of blogs, videos, and infographics - Understand the needs and interests of small business owners and tech enthusiasts - Previous expe...

...would be to recover deleted content from a PDF, despite the lack of the original for comparison. The recovered data will be utilized for data analysis. Key Details: - Urgency: The project needs to be completed within the next two days, so please only apply if you can meet this deadline. - Purpose: The primary objective is data analysis, so the quality and completeness of the recovered content is crucial. Ideal Candidate: - Strong Background: A professional with proven experience in digital forensics. - Time Management: Ability to work quickly and effectively to meet the ASAP deadline. - Attention to Detail: A meticulous approach to recovering, examining, and presenting the data. - Good Communication: The ability to provide regular, clea...

I'm seeking a skilled researcher to delve into the various challenges professionals face in their work environments in Jaipur, India. The objective is to pinpoint the key reasons behind th...coworking spaces, including factors like cost, amenities, and overall convenience. - Probe deeper into the less tangible aspects such as lack of awareness, ambiance, and the culture of coworking spaces. Ideal Skills: - Deep research on coworking spaces and its trends. - Proficient in market research and analysis. - Familiarity with Jaipur's professional landscape and coworking culture. - Excellent communication skills for potential interviews or focus groups. - Critical thinking to interpret the data and present actionable insights. DEADLINE - TODAY ANYHOW if you are in Jaipu...

...commercial construction operations. Key Responsibilities: - Provide comprehensive business analyses that will contribute to the streamlining of project management processes. - Utilize analytical expertise to optimize our cost estimation procedures, improving accuracy and financial efficiency. - Formulate ways to enhance communication between all stakeholders involved in the construction process. - Implement sales matrix and improve financial reports to provide more data-driven insights and decisions. Ideal Skills and Experience: - Proven experience in Residential and Commercial Construction. - Strong skills in business system analysis, project management, cost estimation, and stakeholder communication. - Familiarity with sales matrixes and financial report...

I'm in need of a skilled Python and C++ developer to create combinations of 2048 distinct objects, each with precisely 12 words. These combinations are intended for data analysis, so they need to meet specific statistical criteria. Key Requirements: - Create the combinations in Python and C++ - Ensure the combinations are statistically valid for data analysis Ideal Skillset: - Proficient in Python and C++ - Strong background in combinatorics - Experience with statistical analysis - Good understanding of data analysis techniques Once these combinations are generated, they will be utilized to conduct data analysis, so ensuring their accuracy and statistical relevance is crucial. Please only apply if you have the necessary...

...looking for a seasoned data analyst with over 10 years of experience in Python, PySpark, SQL, and other professional skills. The project will specifically revolve around data visualization. Key Requirements: - Strong background in Python, PySpark, and SQL is a must. - Experience with data visualization tools, particularly Python libraries like Matplotlib and Seaborn. - Proficiency in comparing data sets and presenting insights through visualization. Ideal Skills: - Data analysis and interpretation. - Data visualization. - Strong communication skills. - Problem-solving. - Attention to detail. Your role will be pivotal in helping me compare and contrast various data sets. This requires a deep understanding of the tools and ...

We are looking for a freelance expert in marketing and market analysis to help us identify high-demand consumer products in the Netherlands that can be successfully sold online. The candidate should be able to analyze market trends and customer needs, and use data and research to identify opportunities and value-added products that can be successfully sold online. Key requirements: - Proficiency in market research and trend analysis in the Netherlands - Experience in identifying and forecasting demand for online selling - An understanding of the competitive landscape in the specified product categories - Strong communication skills and the ability to present findings in a clear and actionable manner The target audience for the products is primarily young adults age...

I'm in need of Spanish websites or blogs to publish informative articles. However, there are specific requirements in place that need to be met. Requirements: - Domain Authority (DA) above 20 - Content in Spanish - S...Spanish websites or blogs to publish informative articles. However, there are specific requirements in place that need to be met. Requirements: - Domain Authority (DA) above 20 - Content in Spanish - Spam score should be less than 5% Ideal Skills: - Proficiency in Spanish is essential - A good understanding of SEO and website metrics - Experience in content publishing and website analysis This is a monthly project where we intend to publish informative articles in Spanish. The websites/blogs need to meet the set criteria for consideration. Looking forw...

I am seeking a proficient programmer to build a program that...login system, as access to this information is free. - Use UPC data to perform a search on eBay to see if the item is available on the platform. - Generate a profit prediction report based on eBay's item purchase history. The ideal freelancer for this job would have great scraping skills, experience with eBay's API, and be able to develop a friendly user interface. A background in eCommerce profitability analysis would also be advantageous. Key programming languages for this job include Python and JavaScript. Previous experience with web scraping libraries (BeautifulSoup, Selenium, etc.) is vital. End goal is to create a system that aids in making profitable product sourcing decisions, based on purch...

I need a financial model for my venue, specifically tailored for investment analysis. The powerpoint should focus on taking information from a research report and putting into slides. Ideal candidates for this project should have experience in alternative investments, investment banking, or asset management.

Calculate LCOE for Solar PV System Description: Seeking an expert to compute the Levelized Cost of Electricity (LCOE) for a solar PV system based on installation, maintenance costs, and energy output. Deliverables: - Detailed report with cost breakdown, annual output, and LCOE. Requirements: - Experience in solar energy analysis. - Skilled in energy modeling tools. Materials Provided: - Datasheets, performance data, and .xlsx.

...manage their data. - Data Analytics: Implementation of analytical tools that can provide real-time insights on innovation processes and outcomes. - Task Tracking: A system to track and manage tasks related to innovation projects. Other key components and functionalities of the software include: - Financial Analysis: The software should be able to provide financial insights and support financial decision-making processes. - Intellectual Property Management: A feature to help manage and protect intellectual property related to innovation projects. - Document Management: Capabilities to store, organize and retrieve documents related to innovation initiatives. - eSign: The ability to execute electronic signatures for necessary documents. Given the complexity and speci...

As of 2024, I'm in need of a comprehensive guide on exchanging Bitcoin to a bank account. The guide should be tailored towards: - Advanced users seeking in-depth analysis and insights. - Written in a comprehensive analysis style. The guide will need to cover the following aspects: - Step-by-step process of converting Bitcoin to a bank account. - Detailed explanation of each step and its technical nuances. - In-depth analysis of the current trends and challenges in this process. - Recommendations for the best practices and potential pitfalls to avoid. The ideal candidate for this job should have: - Profound knowledge and experience in cryptocurrency, especially Bitcoin. - Strong understanding of banking systems and processes. - Excellent writing skills with the ...

I need an expert to create a comprehensive Excel report and sheet using the 7QC Tool. The main purpose of this project is to analyse process data, identify quality problems, and improve process efficiency. Key Project Details: - The Excel report and sheet should incorporate data analysis, financial calculations, and performance metrics. - The type of data to be stored in the Excel sheet will be sales data, employee information, and inventory records. The ideal freelancer for this job will have a solid understanding of the 7QC tool, advanced Excel skills and knowledge in data analysis. Experience with managing sales data, employee information, and inventory records within Excel is highly beneficial.

I'm looking to develop a user-friendly platform that leverages machine learning for CV analysis and ranking. Key Components: - **CV Submission**: The platform should allow users to easily upload CVs in either PDF or DOCX format. A straightforward and intuitive UI will be crucial for user adoption. - **AI Algorithm**: The heart of the platform will be the machine learning algorithm. The ideal freelancer should have a strong background in machine learning and experience with natural language processing. They will be responsible for developing the algorithm that will assess the CVs based on the criteria provided and rank them. Key Criteria for CV Ranking: - **Relevant Work Experience**: The algorithm should be able to identify and weigh different levels of experience, giving pr...

Name to incorporate in the logo - Dusty Slate Consulting Slogan to incorporate in the logo - Let us help you clear your slate. Description of the organization and its target audience: Dusty Slate Consulting is a consulting firm that specializes in, Prototype Development, Secure software concepts. Business process optimizations, Security Analysis, penetration testing, and custom application development. We also specialize in systems integration and robotic process automation. If you have an idea that you cannot get made, we can make it happen. My target audience are companies that have ideas but lack the inventive resources to make the ideas happen, as well as small time inventors that need a leg up in getting a prototype built, or help getting it manufactured. Industry Softwa...

...seeking a skilled consultant who specializes in financial analysis, risk management, and strategic planning. Scope: The chosen professional will be in charge of crafting an effective multi-year investment policy and plan. This includes setting precise goals, benchmarks, and guidelines over a 3-6 month time frame. Deliverables: Consultant's recommendations will play a vital role in enhancing the California HOPE Program's operations. Your input provides the basis for deciding the funding allocation among the different programs. Objective: The principal objective of our proposed multi-year plan is maximizing returns on our investments. Therefore, solid experience in investment strategies boosting returns is essential. This project calls for a profes...

...and Statistical Analysis Project" Job Description: We are seeking a highly skilled statistician to assist with a complex statistical analysis project. The project involves a detailed examination of discrete random variables, probability density functions, exponential processes, normal distribution analysis, and sensitivity and specificity calculations. The ideal candidate will help in solving intricate problems related to electronic device lifetimes, network flow sizes, and evaluation of lie detector test effectiveness using statistical models. Responsibilities: Analyze and compute probabilities related to medium access control protocols and network flow sizes. Develop and validate mathematical expressions for cumulative distribution func...

I need an example of how to set up React with a Python backend executing locally inside of an Electron environment. We will be using it to parse local files from the file system and perform analysis. The method of interacting with Python should be the most simple, but is up to you. We will provide a Github repository for work upon selection. This should take 10 hours or less, it is a simple prototype.

FARMING DATA Data: Download this Excel Workbook including these 3 tables: ● ○ Prices_Crops_Livestock ○ Production_Crops_Livestock. ○ Land_In_Use NOTE: These tables contain agricultural information for 20 countries and a list of various crops and livestock products. The data is sourced from the Food and Agriculture Organization of the United Nations where you can find definitions and standards. Scenario: Imagine you're a data analyst at a global agricultural organization, entrusted with enhancing worldwide agricultural production understanding. American stakeholders seek a comprehensive view of global farming trends as they evaluate diverse food supply chain initiatives. Audience: American stakeholders. Insights: Address several questions to gain insight...

I am seeking assistance to set up performance reports to compare AB Testing to sales, specifically targeting conversion rates and customer engagement metrics. Key requirements include: - Creating improvi...assistance to set up performance reports to compare AB Testing to sales, specifically targeting conversion rates and customer engagement metrics. Key requirements include: - Creating improvised performance analysis layouts and formats. - Clear understanding and interpretation of AB and sales performance indicators. - Comprehensive comparison of conversion rates and customer engagement metrics. Experts with experience in report-building in powerBI. We can supply the data in any needed format, but need someone to build these reports for us and provide the pbix file ...

I need a developer adept at integrating ZohoBooks with Power BI using REST API. The ideal cand...integrating ZohoBooks with Power BI using REST API. The ideal candidate should possess these skills and deliverables: • Proficiency in ZohoBooks REST API and Power BI • Experience with complete, real-time data synchronization • Expertise in creating customizable dashboards on Power BI • Ability to visualize all types of data from ZohoBooks, including financial reports, customer data, and sales data. This should also cover timesheets, invoices, and profit/loss analysis • Capable of executing sales and financial analysis using Power BI The goal is to seamlessly analyze and monitor our data from ZohoBooks in Power BI. Deve...

The report will consist of the following tasks: 1. Identify and justify your chosen global target market and present a market analysis that identifies the macro and micro trends and issues that are currently facing the industry in which your organisation operates and how these relevant factors may impact your market sector. 2. Evaluate and align the organisation’s current approach to expand and operate in relation to at least one competitor. 3. Propose, with justification a customer value proposition supported by academic theory/frameworks for the business strategy for your new ethical product, service, brand extension that addresses one or more of the identified global trends or issues. 4. Create an original customer persona for a specific, sustainable target segment, ...

We are seeking for a developer to build a transportation app with Laravel and VueJS on web part, and flutter for mobile. A part of the system is already built. The github repositories will be shared. Documents and wireframes will be shared too. The system is composed of three parts: -Booking website: from where the clients book vans -Fleet management back-office: from where cars an trips are managed. Cars have a planning filled with booked trip. The main challenge is the availability calculation, that has a complete document wrote down. -Flutter mobile app for drivers, to check there schedules, and do reports (app already coded, to complete) It may need confirmed experience given that the initial developer (intermediate) had some difficulties winding it up. I stay at your disposal t...

...dropshippers and digital product sellers. The project is designed to be a one-stop solution for all the necessary information and tools required to effectively run a successful dropshipping or digital product business. Key Features: - Product Search and Analysis: This feature should provide detailed data and insights on products, including but not limited to sales performance, competition analysis, profit margins, selling prices, and hot products. - AI-Powered Business Ideas: The platform should incorporate AI to help users generate business ideas and strategies. - Ads Spy and Analysis: The system should be able to collect and analyze ads data for digital and e-commerce products. Order Tracking and Management: - The platform should be able to ...

...in the market. For this project, the main objective will be to create and implement effective marketing strategies. My goals are as follows: - Increase brand awareness: Familiarize customers with our products and what we stand for - Generate more leads: Engage a broader audience aimed at increasing our potential customer pool - Increase customer retention: Cultivate a loyal following and decrease customer churn I look for a professional with experience in creating and executing marketing plans from the ground up. This will involve market analysis, development of marketing strategies and overseeing implementation. Knowledge or background in the following areas would be ideal: - Social media marketing - Email marketing - Search engine optimization This project...

I am seeking a skilled individual to conduct an intersectional feminist analysis of Leila Aboulela’s work, particularly focusing on the novel "The Translator" and its relation to Islamic feminism. The analysis should: - Thoroughly examine the representation of feminism in "The Translator" - Explore and elucidate how Islamic feminism is depicted in the novel - Provide a comprehensive understanding of the intersectionality of feminism and Islam in this particular work Ideal candidates should have a strong background in: - Literature analysis - Feminist theory, particularly Islamic feminism - Excellent writing skills and the ability to present complex ideas in a clear and concise manner.

I'm looking for a freelancer to create a line graph in Excel. This graph will be utilized for report analysis, showcasing the trend for a single data set. Key Responsibilities: - Develop a line graph in Excel - Present the data trend effectively - Ensure the graph is tailored for report analysis Ideal Skills and Experience: - Proficiency in Excel, particularly in creating graphs - Prior experience in crafting visuals for reports - Ability to convey data clearly and effectively This project specifically does not entail comparing different data sets, as it solely focuses on illustrating the trend of a single set. The ideal candidate will deliver a polished graph that can be seamlessly integrated into a report.

I'm launching a small tourism agency start-up that will cater to adventure and family travelers. Our services will include accommodation booking, customized tour packages, and travel consulting, with a primary focus on beach destinations. Key Requirements: - Comprehensive business plan encompassing all aspects of the venture - Detailed market analysis, focusing on the needs and preferences of adventure and family travelers - Understanding of booking systems and other tools required for accommodation booking - Ability to propose innovative tour packages that cater to the aforementioned target segments - Experience in travel consulting, particularly in providing personalized travel advice and creating memorable itineraries - Knowledge of the tourism industry, particularly in the...

...trajectory, outline strategic goals, and secure the confidence of potential investors and business partners. This plan will serve as a crucial roadmap for the initial operational, financial, and marketing phases of the business. To create a detailed business plan that elucidates JamCast Network’s business model, market positioning, competitive analysis, financial projections, and operational strategies. My budget is $35 for this business plan and I need it in 2 weeks....

This project focuses on the creation of an interactive and modern dashboard using React. The dashboard should be responsive, user-friendly, and equipped with advanced features for data visualization and analysis. Specifically, it will function as a viewer for analytics and statistics. The project should also include a login page, profile management, and preferences settings. Only graphic mockups are needed at this stage.

I have experties on statistical analysis and data visualization.

...am in need of an experienced Structural Engineer with proficiency in STAAD PRO for an ongoing project. The tasks at hand include: - Optimizing current thickness of the underwater tank and chilled water pipes - Conducting a detailed analysis on the structure - Implementing bolt connections of plates, plate to plate and plate pipes Ideal candidates for this project should possess: - Proven experience in structural design, particularly in underwater bolted structures - Expertise in using STAAD PRO & Ansys SpaceClaim for detailed analysis - Ability to optimize design elements for cost-effectiveness without compromising safety - Experience with bolt connection design in similar projects As the project is already in the detailed design stage, the urg...

The app should be able to take in a JSON like so: { "classes": [ { "name": "Person", "attributes": [ {"name": "personId", "type": "String"}, {"name": "firstName", "type": "String"}, {"name": "lastName", "type": "String"}, {"name": "dateOfBirth", "type": "Date"}, {"name": "addressId", "type": "Stri..."person", "type": "Person", "multiplicity": "1"}, {"name": "employer", "type": "Employer", "multiplici...

...objective helps to identify the main theories, models, and trends in consumer decision-making processes that are relevant to the context of thrift stores by reviewing the existing literature. This exploration encompasses the vital aspects of the factors that influence consumers' behaviors, preferences, and purchasing decisions. It then lays the foundation for meaningful interpretation and analysis of empirical research. 2. To explore the attitudes of thrift store customers towards purchase and return procedures, inventory management, and loyalty programs This objective is based on finding out the customers' opinions based on the observations of this segment from qualitative research methods. This enables the thrift shops to identify their customers' percepti...

I'm currently looking for a skilled and experienced developer for backend CMS development. Key responsibilities: - Develop a Content Management System using ...backend CMS development. Key responsibilities: - Develop a Content Management System using PHP, Laravel, MySQL, and Python. - Design, implement and maintain python-based backend application. Essential Skills: - Proficient in PHP, Laravel, MySQL, Python. - Extensive experience in backend development. - Knowledge in CMS development and implementation. - Strong understanding of data structures and algorithms. Your analysis skills will also be put to good use to solve complex problems in this role. As an experienced backend CMS developer, you can expect to work closely with me to deliver a robust, performant...

I need an expert to gather and analyze data about hotel room bookings in a specific town in Tamilnadu, India. The data should cover the last year and focus specifically on budget and family-friendly hotels. Key factors I'm interested in include: - Occupancy rates - How many days each room is booked per month Experience in the hospitality industry or in data analysis would be ideal. Efficient and accurate data collection skills are mandatory, as well as the ability to present findings in an understandable and accessible way. The end goal is to utilize this data to make informed decisions about my hotel planning.

I need to do two th...- See if Plaid API works for stocks, stock options and my 5-6 brokerage institutes. This will take 1 day max and non chargeble. It will open business opportunity for me and hence I will pa-y for the project. I tried to speak to sales but they were non technical and I could not get answers from their website. We will not be trading using plaid API but I want to do portfolio analysis. I want to know if we can get my stock options/stocks positions using plaid API or not from my E*Trade account and what accounts (from what brokerages ) I can pull from ? 2)Plan is to develop a portfolio analysis tool no matter where your account is -using Plaid API. Which will be chargeble. This is what I am looking for in bids. In some sense if you prove 1...

I need a skilled Illinois attorney to complete a comprehensive case brief on a medical malpractice post-trial litigation. The project requires: - Profound understanding of Illinois law, especially in medical malpractice and post-trial litigation - Capability to provide a detailed, comprehensive analysis of the case including legal precedents - Excellent research skills - Experience in writing legal documents The timeline for this project is within a week. The case brief should be exhaustive, highlighting key points and providing a deep legal analysis with reference to precedents.

...for a meticulous, data-driven individual who can gather and analyze information from Instagram, TikTok, Facebook, and YouTube videos. The nuanced details I require include: - User engagement metrics including likes, comments, shares, and views. - Caption text from the video post. The primary purpose of this task is to aid in planning a comprehensive content strategy. Your analytical skills and keen understanding of social media platforms and their nuances will be vital in this project. Experience in digital marketing, specifically in content strategy planning, are assets for this job. Your ability to provide timely, accurate data will directly impact the future content created and shared. Dedicate attention to detail, thoroughness, and the ability to interpret the...

I am in need of a seasoned link building expert who can help me with increasing my website traffic, improving search engine rankings, and building my brand authorit...placements on reputable websites The ideal candidate should have: - Proven experience in SEO and link building with a solid track record of successful projects - A deep understanding of B2B marketing and the nuances of link building for businesses - Excellent communication and negotiation skills for outreach and partnership building - Familiarity with tools such as SEMrush, Ahrefs, and Moz for analysis and strategy building - A portfolio of successful link building projects in the B2B space would be a huge plus If you believe you have the skills and expertise to help me achieve my goals, please reach out with your...

I'm looking for an experienced data analyst to conduct a network meta-analysis on the effectiveness of pain management techniques within orthopaedics. Requirements: - Extensive experience with meta-analysis and statistical methodologies - Background in medical research, ideally within orthopedics - Ability to interpret complex data and present findings clearly Task will include: - Comprehensive study of existing research and data - Comparing differing pain management techniques - Identifying and addressing any potential knowledge gaps Your final deliverable should clearly indicate which pain management techniques yield the most effective results within orthopedics.