How to do research in machine learning jobs

I'm in need of a skilled developer who can create a chatbot SaaS platform. The primary purpose of this platform is to enhance customer service on business and educational websites. In order to effectively address this requirement, the chatbot should be AI-powered. Key Requirements: - Development of a customizable chatbot SaaS platform: The chatbot needs to be easily adaptable and integrable for both educational institutions and businesses. - AI-powered Chatbot: The chatbot should be equipped with AI capabilities to facilitate efficient and effective customer service. - Integration Capabilities: The chatbot should seamlessly integrate with CRM software for customer management and live chat support. Ideal Skills: - Proficiency in chatbo...

I'm looking for a data scraping specialist proficient in leveraging social media platforms, business directories and website scraping. The goal is to create an Excel sheet with approximately 500 entries for market research purposes. Skills & Requirements: - Proficient in data scraping from multiple sources - Capable of filtering and sorting data - Able to extract and compile the following data fields: zip codes, locations, contact information, business name and industry. The successful candidate should demonstrate experience in similar projects, showcasing their ability to find and compile information efficiently and accurately for market research purposes.

I'm in need of a skilled developer or team that can design and build a highly specialized mobile platform. The platform should be able to adapt to various unique applications. This platform should be intuitive, user-friendly, and able to support a range of features. Key Features: - Natural Language Processing: The platform should possess advanced natural language processing capabilities. - Voice Chat: The ability for the platform to support voice-based communication. - Image and Multimedia: The platform should support a range of multimedia options, from text to photo uploads. Platform Support: The mobile application should support the interface and experience similar to that of Pi from Inflection AI or ChatGPT from OpenAI. Design: T...

I am in search of a freelancer who can assist me in verifying the employment history and qualifications of potential candidates in Switzerland. This is crucial for me to ensure the accuracy of their past employment and to validate their qualifications. Key Responsibilities: - Conducting thorough employment verification checks - Ensuring the accuracy of job titles and employment history - Verifying qualifications and past experiences - Providing detailed reports on your findings Ideal Skills: - Experience in HR, recruitment, or similar fields - Strong investigative and research skills - Excellent attention to detail - Understanding of Swiss employment laws and practices

I'm looking for someone to help me create a list of 2000 business contacts from specific websites, particularly names, company names, position, location information, event information, number of events, current events, past events in 2024, and email addresses. I would like this list to be compiled through online research only. Key responsibilities: - Researching and compiling a list of business contacts - Ensuring all email addresses are verified and duplicates removed. Note: The focus should be on getting accurate, up-to-date information.

...seeking an experienced researcher to investigate retail displays in Wuhan, China. The project will specifically focus on Talens, a famous art supply brand. The research aims to provide insights into the following aspects: - Brands Available in Displays: The core of this project is to identify and analyze the presence and positioning of Talens within the retail space. - Competitor Analysis: While the primary focus is on Talens, it will be valuable to understand how other brands like Nike, Adidas, and Apple are being displayed in the retail outlets. - Customer Behavior: I'm particularly interested in how the retail displays are shaping customer behavior and purchase decisions. Ideal candidates shoul...

I'm seeking an expert to analyze a key aspect of my HR paper from journal with title Building organisational resilience capability in small and medium-sized enterprises: The role of high-performance work systems. The intent of the analysis is to analyse paper Key Requirements: he main structure of the analysis contains the following : Introduction Research context Methodology with results Discussion Overview Critique and significance of the paper the outcome is report and power point slides the due date is 22-5-2024

I'm seeking an experienced Advanced GMAT tutor to help me excel in the exam. I've chosen to study online, so please ensure you're comfortable with this format. Key Requirements: - Expertise in Advanced GMAT: I'm at an advanced level and I need a tutor who can help me elevate my skills to the next level. - Comprehensive Coverage: I need support in all areas of the GMAT including Quantitative section, Verbal section, Integrated Reasoning, and Essay. - Online Teaching Skills: As I'll be doing all my learning online, you must be adept at teaching through this medium. Ideal Skills and Experience: - Proven track record in GMAT tutoring, especially with advanced students - Strong understanding and grasp of all sect...

I'm looking for four fitness experts - 2 males and 2 females, with diverse backgrounds (white and black) - to help me create short, low-intensity home workout videos. These videos will be targeted at individuals looking to lose weight. - Each video should be 1 minute or less in duration. - I need the experts to provide a variety of workouts focusing on different areas of the body. Ideal candidates should have a strong fitness background, experience in creating workout videos and a good understanding of weight loss and low-intensity workouts. A good on-screen presence is also important. The goal is to create engaging videos that are accessible to a wide range of users, with a focus on simplicity and efficacy.

I will be working on your presentation, which will consist of 30 to 40 slides. I will follow the template you shared with me in our chat and create additional graphics for the SWOT and PESTEL analyses, ensuring they match the theme.

...YouTube launching a course in the fall of 2024, I am offering a fantastic opportunity for an experienced video editor to create an engaging and dynamic learning journey for my audience. Project Objectives: - Edit a total of ~ 25-30 videos, which will make up the lessons for the course. Video length will be anywhere from 5-15 minutes each. Total edited video content will be 3-4 hours. Footage will include 2 camera angles and potentially some b-roll of relevant information to be supplied by me. - Integrate branding assets into edits for cohesive, sleek, professional, and engaging online course videos. - Enhancing the footage with animations and effects to maintain student engagement and improve knowledge retention. This will include some on-screen...

...looking for a sharp representative who can identify and convince individuals, small businesses, and large corporations in the technology sector of the benefits of our services. The main goal of this project is to build brand awareness and gain more customers in the E-marketing company. You earn 10% of the profits from each customer. Key Responsibilities: - Researching potential clients and their needs - Understanding our services and how they can benefit clients - Convincing potential clients to trust our services and brand Ideal Skills & Experience: - Previous experience in sales - Excellent communication and persuasion skills - Ability to conduct effective market research ------------------------------ Tasks: -Find a clien...

I'm looking for a machine learning expert who can assist with 3D skeleton extraction and rigging, based on initial performance. Key Requirements: - Experience with 3D skeleton extraction and rigging - Strong background in machine learning Your main task will be to develop and refine machine learning models that can accurately extract and rig 3D skeletons, ensuring that the models are optimized for performance. Your input on how to enhance the performance of existing models will be highly valuable. Please apply if you have a proven track record in machine learning with experience in 3D skeleton extraction and rigging.

...cater to enhancing radiation protection in a chiropractic facility specifically focusing on an x-ray machine. - The shielding design is expected to be proficient for radiation protection, positioning guidance, and overall shielding design. - Must have prior experience in working within a chiropractic or medical facility, focusing on radiation protection. - Must possess knowledge of industry standards concerning X-ray machines. - Previous experience in similar roles dealing with shielding design is a significant benefit. Ideal skills and qualifications include: - Engineering or design background, specifically in lead shielding layouts. - Experience in medical or health facilities. - Understanding of radiation safety measures...

I'm looking for four fitness experts - 2 males and 2 females, with diverse backgrounds (white and black) - to help me create short, low-intensity home workout videos. These videos will be targeted at individuals looking to lose weight. - Each video should be 1 minute or less in duration. - I need the experts to provide a variety of workouts focusing on different areas of the body. Ideal candidates should have a strong fitness background, experience in creating workout videos and a good understanding of weight loss and low-intensity workouts. A good on-screen presence is also important. The goal is to create engaging videos that are accessible to a wide range of users, with a focus on simplicity and efficacy.

...within England, Wales, and Scotland. Due in 24hrs Requirements: - The data should include the school's name, email and phone number. - Only the emails need to be verified for accuracy. I aim to compile a comprehensive database for the purpose of contact outreach to these schools. I expect to find around 5000 English language schools across these regions. Ideal skills & experience: - Proficiency in data research and extraction. - Attention to detail for accurate data collection. - Experience in email verification procedures. - Strong communication skills for potential follow-up with the schools. The successful candidate will play a crucial role in creating a solid foundation for our outreach efforts. Plea...

...individual to craft a concise and compelling pitch deck. The purpose of this pitch deck is to secure funding for my project. Key Sections: - Market Analysis: You'll need to conduct comprehensive market research and present it in a succinct, engaging way. - Business Model: I need a clear, concise explanation of how my business functions, generates revenue, and its scalability. - Financial Projections: It's crucial that the pitch deck includes realistic financial projections and data to back them up. - Technical Concept: The technical aspect of the project will need to be explained in a way that non-technical investors can understand. - Unique Selling Proposition (USP): You should highlight the unique value tha...

...Selection & Sourcing: You will be expected to conduct thorough product research and manage our inventory effectively. If you have experience in supplier negotiations, that would be an added advantage. - Website Design & User Experience: A professional and corporate design is preferred for the website. Your responsibilities will include enhancing the user experience and ensuring the site remains appealing to our target market. - Digital Marketing & Advertising: I am targeting teenagers for our advertising efforts. Therefore, you need to have a solid understanding of how to engage and attract this demographic. - SEO & Content Marketing: To boost our store's online visibility, you should be an expert in SE...

I am seeking an experienced online English teacher for children aged from 3 to 16. The ideal candidate should have a firm grasp of teaching Writing, Speaking, Listening, and Grammar. Your responsibility will involve: - Making engaging online classes using online learning platforms - Adapting your teaching methods to effectively cater to a diverse age range - Being consistent in monitoring and reporting on student progress. Experience with online learning platforms is a must. Certification in TEFL, TESOL, or equivalent would be an asset. Your commitment to making learning enjoyable, relatable, and effective are key to success in this role.

I need help in setting up an Ubuntu virtual machine using VirtualBox. This involves: - Configuring proper network settings within the virtual machine - Assigning IP addresses The ideal freelancer for this project will have: - Proficiency in setting up Ubuntu virtual machines using VirtualBox - Experience in configuring network settings and assigning IP addresses - Strong communication skills to explain the setup process. This is a relatively straightforward task for an

I'm looking f...developer who can create an app akin to Fulltrack Ai. The app should be designed from scratch and integrate the following features: - Speech Recognition - Natural Language Processing - Machine Learning Key requirements for the project: - The app should be compatible with iOS, Android, and Web platforms. - The design should be bold and vibrant, ensuring a visually appealing user experience. Ideal skills and experience for this job include: - Proven track record in AI app development - Expertise in integrating speech recognition, natural language processing, and machine learning - Proficiency in creating cross-platform applications - Ability to design for a bold and vibrant aesthetic Please get in...

I'm looking for a creative and skilled logo designer to help me create a logo for my online toy shop, Discovery Play Palace. The ideal logo will be: - Colorful and vibrant to appeal to children - Simple and easy to recognize - Reflect the educational and learning theme of my shop - Available in all required formats for various applications Please consider the following in your design: - It should encompass toy animals, which are the primary products in my store - The name 'Discovery Play Palace' should be clearly integrated - The design needs to be versatile and scalable I'm looking for a creative individual who has experience in creating child-friendly designs and logos for educational purposes. ...

I have a data in my excel sheet. They are from column A - J, 10 column, 4137 rows of data. The data are in mixed string format, which means all long text mentioning about their company. I need to do some data analysis. So i need help in doing NLP for those data to clean and filter the data. I need help in doing NLP for the data and provide me the python code use to do the analysis, I will need like the summaries of the text. For example, for column Funder Purpose the row contain info like "Since the business started, we have been fully relying on our internal fund. We plan to utilize this fund to support our working capital requirement and operating expenses. Based on our business growth progress, we are c...

I am in need of a reliable virtual assistant capable of efficiently handling a variety of tasks. Key Responsibilities: - Administrative duties: Setting up my calender, following up daily with different teams - Data entry: You will be tasked with maintaining databases, promptly updating information and creating comprehensive reports. - Online research: As part of the job, you will be expected to perform web research as needed for diverse projects. - SEO and Social media scheduling: Craft engaging social media updates following a predefined schedule and implement best SEO practices to increase site visibility. Skills & Experience: The ideal candidate should be highly organized, possess strong multitasking skills and a keen attention to detail....

I'm in need of a skilled UI/UX designer proficient in wireframing, prototyping, and conducting user research. You will be working in accordance with our existing brand guidelines, ensuring a seamless integration of the new designs into our brand image. This is a bit of a dual platform job as you will be designing for both desktop and mobile interfaces. Experience in designing for multiple platforms is much desired. A sharp eye for detail and ability to create user-friendly, engaging design are the key skills needed for this project.

...researcher who will research online UK based local planning authority databases for certain information sets. - Specific focus is needed on planning submissions and permissions that require BNG (biodiversity net gain credits)(the leads). The information is to be taken from Local Planning Authority official websites (publicly available information and no logins required). An in-depth knowledge of planning submissions and permissions and BNG is NOT needed. What is however required is accurate information to be taken from those websites and converted into a database for us. - This work can be done remotely and only requires a computer and access to the internet. - The geographical focus of the UK planning authorities we require information from will...

Hi! I'm working on a Stardew Valley mod to add one NPC. Fortunately, I have already done the portraits (not the sprites yet), Dialogue code, and Schedules. But, I've quickly learned that I'm unsure of how to put it all together. I'm using SMAPI and ContentPatcher, both of which RUN the mod, but always say 'Files don't exist' or 'Invalid'. I also would like to add heart events, flower dance options, marriage, dating, spouse rooms, etc, but I don't know how! I've done so much research, but there's not much about it. Can anyone help me? Mainly just need help making the code work. Thank you! I'll link the portraits and documents in which I've written out the schedules and ...

I'm seeking a skilled content writer to craft a detailed and informative article about coffee tables. The piece should be around 1,200 to 1,500 words and cover various aspects of coffee tables, including their history, different styles and designs, and material options. Moreover, I need the article to highlight the distinctions between residential and commercial coffee tables. Key points to consider: - Research and include the origin and history of coffee tables - Discuss popular styles and designs in the contemporary market - Elaborate on the differences between residential and commercial coffee table considerations - Write in a style that's accessible and engaging for a general audience - Must contain 3 to 5 links as refe...

...Google Ads and Facebook Ads Specialist to join our dynamic marketing team. The ideal candidate will have a proven track record in managing and optimizing paid advertising campaigns on Google and Facebook to generate high-quality leads. You will be responsible for strategizing, executing, and analyzing ad campaigns to drive conversions and achieve business goals. Responsibilities: Campaign Strategy and Planning: Develop and implement comprehensive lead generation strategies using Google Ads and Facebook Ads. Conduct market research to identify target audiences and create detailed customer personas. Set clear objectives and KPIs for each campaign to measure success. Ad Creation and Management: Design, write, and test compelling ad copy ...

...Assistant to join our team at Ni Hao Babe, a rapidly growing skincare brand. The ideal candidate will be proficient in using ChatGPT, Shopify, research, copywriting, and various social media platforms to help us execute our comprehensive content and marketing plan. Responsibilities: -Content Creation and Management: -Develop and schedule daily posts for Instagram, TikTok, and Twitter. -Write weekly blog posts and newsletters. -Manage and create content for our YouTube channel, including weekly AMA (Ask Me Anything) sessions. Event Coordination: -Assist in organizing and promoting monthly influencer events -Engagement and Community Building: -Engage with followers and respond to comments and messages. -Organize and manage giveaways for follower...

I'm in need of a generative artificial intelligence that can analyze given text inputs and provide suggestions based on the analysis. The main purpose of this AI would be for data analysis. Key Requirements: - The AI should be primarily text-based. - It should be able to process and analyze the supplied text. - The output should be suggestions derived from the analysis. Ideal Skills and Experience: - Previous experience in developing generative AI systems. - Proficiency in natural language processing and data analysis. - Strong understanding of machine learning algorithms.

...durability of club chairs for office use. Key Points to Include: - Design and Aesthetics: Describe the aesthetic features of club chair office furniture and how they contribute to the overall appearance of an office space. - Comfort and Ergonomics: Highlight the comfort levels and ergonomic designs of club chairs, explaining how they can improve workplace productivity and employee satisfaction. - Durability and Quality: Emphasize the durability and quality standards of club chairs to ensure long-term use and value for money. - General Information: Provide general and informative content about club chair office furniture that can engage a wide audience, including small business owners, office managers, and interior designers. - Must reference 3 to...

...are seeking an experienced software developer to create code for a power electronics control system. The project involves using an Arduino DUE and the IMC101T T038 motor controller. The software should control and regulate both the grid side and machine side using Space Vector PWM (SVPWM). Communication between the Arduino and other components will be handled via serial communication. Additionally, the system should include a quadrant display using 4 LEDs to indicate whether it is operating in motor or generator mode. All datasheets and circuit diagrams will be provided. Key Responsibilities: Control and Regulation: Implement SVPWM on both grid and machine sides. Grid-side control: Adjustable power factor (cos(φ)), current, and power. Machine...

I'm seeking a talented writer to create an informative article focused on conference room chairs. Your work will be directed at a general audience, so it's crucial that the content is engaging and accessible to a wide variety of readers. Key points to consider in this project include: - Covering a broad spectrum of conference room chair topics - from ergonomics and comfort to design and aesthetics - Providing insights on the durability and maintenance of these chairs. - Explain how conference room chairs differ from regular office chairs - Needs to contain 3 to 5 links to references on the subject matter which will be provided upon awarding of the project - Needs to be between 1,200 to 1,500 words Idea...

We have two sites on windows server that we would like to move to linux, without having to rewrite code for both sites. The current code is ASP and ASPX (vbscript) with Acess dbase. I am looking for someone that can make our ASP and ASPX pages to work on linux server with mysql dbase. We have a VPS on godaddy server, that we can host the two sites on. You are only qualified if you have done this many times before. You may not use our sites to "try" to do this after doing research, we only want experienced individuals on this.

... and can research and write AI related content. The website is for a new Company which will help in Management and technical consultancy to companies. Something like a mix of Mckinsey and BCG group sandwiched with something like a cognizant or Accenture. This is a company that does management consultancy this is a technical consultancy Also I want to include Gen Ai services in the same. This is a Gen Ai company example : it should look like a management consultancy as well as technical consultancy website with a flavor of Gen AI incorporated Initially 7 to 10 pages would be descent No blogs as of now. just core pages that show that the website is a company which does what I mentioned above So, How would you

...that introduces the reader to the world of large conference tables. This article should be between 1,200 and 1,500 words, and provide a mix of information and benefits that really sells the concept of these tables. Key Points to Cover: - Introduction to different types of large conference tables available in the market - Factors to consider when choosing the right large conference table - Benefits and advantages of utilizing large conference tables in a professional setting - Article needs to reference l3-5 links which will be provided upon awarding the project The target audience for this article is general, so the content should be approachable and informative to all readers. The tone should be professional and engaging, keepin...

...skilled writer to draft an informative article about round conference tables. The piece will be aimed at a general audience, therefore, it's imperative that the content is engaging and easy to understand. Key Points: - The primary focus should be on educating readers about the unique benefits and features of round conference tables. - The article should highlight the distinctive qualities of round tables in comparison to other shapes, particularly emphasizing how these tables promote communication and collaboration, and their versatility in seating arrangements. - Article should be between 1,000 to 1,200 words - Article needs to contain 3 to 5 references to certain websites, which will be provided upon awarding...

I'm on the lookout for a driven individual who can aid in boosting my music submissions. The job will require a hunt for over 100 curator emails, focusing on those in the Hip Hop genre. This entails not just locating the emails but also sending a marketing pitch to these curators. Your role won’t end there - I anticipate you to drive submissions successfully. - Experience in email marketing and music industry is crucial - Exceptional research skills are a must - An understanding of Hip Hop is beneficial - Proficiency in marketing campaign management is required. Let's increase music submissions together! If you are up to this task, I look forward to your bid.

I'm looking for a skilled content writer to produce an engaging and informative article about square conference tables. The article will serve as an informative resource for a general audience. Key points that should be covered in the article include: - Different designs and styles: The writer should explore the various design options available for square conference tables, discussing contemporary, minimalist, classic, or any other popular styles in the market. - Benefits and features: The article should highlight the practical and aesthetic benefits of choosing a square conference table over other shapes. This could include space-saving benefits, visual symmetry, or ease of communication between participants. - General information: The writer should provide a co...

...development skills, with the aim to create a robust and functional website targeting students. The layout should be intuitive, offering a seamless learning experience. Key Features: - A fully functional and interactive landing page that includes contact forms and social media integration for enhanced communication. - A secure payment gateway offering an effortless checkout process for users. - Implementation of video and study material storage facilities. - Live classes integration providing real-time learning experiences. Study Material Details: - Incorporation of text files, video lectures, and interactive quizzes for a well-rounded learning experience. The project offers a strict timeline, hoping to complete within 1 month. Ideal freelancers...

I'm seeking a skilled developer to create a versatile e-signing utility. This tool should allow users to select the DSC ( usb token) inserted to the local machine and can sign PDF, XML, JSON, and Text files in bulk and with the following additional features: - Bulk Signing: It should support signing multiple files at once, with no specific limit. - Predefined Output Path: Users should have the option to assign a default output path for the signed files. - PDF Signature Display: For PDF documents, the utility should display the signature as an optional feature. The goal is to have this utility developed within a month. Ideal skills for this project include: - Proficiency in programming languages suitable for file processing ...

I'm looking for a skilled writer to create a detailed, engaging article on the topic of payment terminals for my fintech website. Key Points to Cover: - Discuss the various types of payment terminals available in the market. - Explain in detail how payment terminals function in the financial ecosystem. - Highlight the benefits and advantages of using payment terminals for businesses and consumers alike. You should have: - Prior experience in writing about financial technology, with a focus on payment systems. - A solid understanding of the fintech industry and its complexities. - A knack for transforming technical information into easily digestible, engaging content. - The ability to research and present information ...

I am seeking an AI developer with significant expertise in reinforcement learning. Key Responsibilities: * Apply reinforcement learning techniques to solve complex problems. Required Skills and Experience: * Proficiency in Python. * Expert-level knowledge and hands-on experience in reinforcement learning. Only apply if you possess an excellent understanding of reinforcement learning algorithms, and Python programming. This project is demanding and requires a high level of competency, therefore, only experts in the field are sought. Your expertise will be crucial in optimizing our current models and laying down the roads for future developments.

Extensive Research needed for Environmental Sustainability.

I'm in need of an experienced desk researcher based in UAE, to provide insights on the heavy machinery market in UAE. Key Research Areas: - Market Trends: Understanding the current state and forecasting trends in the heavy machinery industry in UAE. - Competitor Analysis: Identifying and analyzing major players in the market and their strategies. - Insurance for Heavy Machinery: Exploring the insurance landscape for heavy machinery in the region. - Legal Implications: Investigating the legal aspects and implications related to heavy machinery operations in the aforementioned countries. You should be adept at: - Conducting comprehensive desk research, utilizing industry reports, government websites, a...

I'm in need of an experienced desk researcher based in LATAM, to provide insights on the heavy machinery market in Brazil, Mexico, and Argentina. Key Research Areas: - Market Trends: Understanding the current state and forecasting trends in the heavy machinery industry in LATAM. - Competitor Analysis: Identifying and analyzing major players in the market and their strategies. - Insurance for Heavy Machinery: Exploring the insurance landscape for heavy machinery in the region. - Legal Implications: Investigating the legal aspects and implications related to heavy machinery operations in the aforementioned countries. You should be adept at: - Conducting comprehensive desk research, utilizing industry ...

I'm seeking a researcher to explore the relationship between individual differences and pro-environmental behavior among college students. Key Responsibilities: - Designing surveys and questionnaires for data collection - Conducting thorough analysis to examine the relationship between individual differences and pro-environmental behavior - Preparing a detailed report highlighting the findings Ideal Skills: - Strong background in psychology, sociology, or related field - Proficiency in designing and analyzing surveys and questionnaires - Experience with academic research and data analysis - Understanding of pro-environmental behavior and related concepts - Excellent communication skills for reporting and presentation Experience with research...

...seeking a highly organized and tech-savvy Virtual Assistant to join our team for a 6-month fixed contract, with the possibility of renewal in 2025 based on performance. The ideal candidate will have experience with content creation and management, using tools such as ChatGPT, WordPress, and social media platforms. This role is perfect for someone who is passionate about technology, fashion, beauty, lifestyle, and the metaverse. Responsibilities: -Assist in planning and executing a comprehensive content calendar for our blog, podcast, and social media channels (LinkedIn, Instagram, TikTok). -Create engaging and high-impact content, including blog posts, social media updates, and podcast summaries. -Conduct thorough research on current trends in tech, f...

I'm looking for a freelancer to be the model for ultrasound demonstrations at a medical conference. These demonstrations will not focus on diagnosing a medical condition, but rather showcasing a particular company's medical device and technology. Ultrasound is a safe and non-invasive way to look into the body, it is used on children and pregnant people and had no xrays or magnetic fields. Ideal skills and experience: - Willingness to have ultrasound gel placed on the abdomen, neck and legs. - Willingness to have medically trained participants at the conference watch the images generated while you are scanned and discuss technical aspects of the ultrasound machine around you. - Willingness to be scanned by visitors to the conferen...