Current research topics in machine learningKazi

support vector machine classifier

...identify, evaluate, and synthesize research related to your chosen topic. Below is a step-by-step guide to conducting an SLR for the financial statement analysis topics listed above: Step 1: Define Your Research Objectives • Clearly state the purpose of your review. For example:  Topic: "The Role of Financial Statement Analysis in Detecting Earnings Management."  Objective: To explore how financial ratios and analysis techniques have been applied to detect earnings management across industries. Step 2: Develop Research Questions Frame specific questions to guide your review. Examples: • What financial ratios are most commonly used to detect earnings management? • Which industries have been studied in this context? &b...

I'm seeking an experienced content creator with a knack for crafting engaging articles focused on a variety of lifestyle and hobbies topics for my personal blog. Key Responsibilities: - Regularly generate and publish high-quality, original content centered around lifestyle and hobby themes. - Topics may include, but are not limited to, health and fitness, home and garden, and fashion and beauty. Ideal Skills and Experience: - Proven experience in lifestyle and hobbies blogging. - Strong writing and editing skills. - SEO knowledge to enhance blog visibility. - Ability to engage readers and foster a community.

I am looking for an experienced tutor who can prepare teaching materials in French for a language school. Teaching materials to consist of slides for every lesson: 1. Levels: A1, A2, B1, B2 2. Teaching topics: a. vocabulary b. grammar c. life situations 3. Each topic: 12 lessons 4. Materials should be in the form of PPTX / PDF 5. Total number of lessons to be prepared: 4 levels x 12 lessons x 3 teaching topics = 144 lessons. If you have any questions or suggestions, please contact me. Ideal Skills and Experience: - Fluent in French - Experience in teaching French to non-native speakers - Knowledgeable in grammar and vocabulary - Ability to create engaging reading and writing exercises Copyright transfer agreement required. Complet...

...thrilled to celebrate a major milestone—10 years in business! Over the past decade, Parrish & Sons Construction has been proud to contribute to Kansas City’s growth, building strong foundations and elevating our community. As we look back on our journey and forward to an exciting future, we need your creative expertise to design a special logo to commemorate this occasion. What We’re Looking For: We want a 10th Anniversary Logo that captures the essence of who we are and celebrates our legacy of "Elevating Kansas City." This design should incorporate elements of our current logo while reflecting our growth, commitment to excellence, and dedication to shaping Kansas City’s future. Key Design Elements to Consider: Incorporation of our ...

I'm seeking expert advice to improve the sound quality within our school hall, primarily used for performances, including theatre productions and music concerts by primary school children. Key Areas of Focus: - Assessing the current state of sound quality within the hall. - Recommending effective sound-proofing strategies and materials. - Potentially advising on sound enhancement equipment. Ideal Skills and Experience: - A focus on giving quick, simple and low cost advice - Understanding of the sound requirements for children's performances.

I need an experienced professional to help with my Proxmox box, which is running a Debian OS and hosting my iRedMail server. The current issue involves replacing the expired Let's Encrypt certificate and ensuring it's set up for automatic renewals. Key Requirements: - Troubleshoot server's inability to communicate outbound. - Fix connection issues to certain websites. - Review and adjust custom rules on my Firewalla Gold firewall if necessary. As the management method for my Let's Encrypt certificates hasn't been set up yet, I would appreciate your expertise in selecting and implementing an appropriate client for this task. Ideal Skills: - Proxmox experience. - Debian OS proficiency. - iRedMail server knowledge. - Firewall configuration and troub...

...proficient recruiter to assist in discovering, evaluating, and hiring premier talent. This role encompasses the entire hiring process, from candidate sourcing to onboarding. Key Responsibilities: - Identify and source qualified candidates from diverse channels. - Shortlist potential candidates by reviewing resumes, applications, and portfolios. - Conduct initial interviews to gauge skills, qualifications, and cultural compatibility. - Coordinate with hiring managers for interview scheduling and feedback collection. - Maintain a robust pipeline of candidates for current and future positions. - Assist with job offers and onboarding processes. Ideal Skills and Experience: - Extensive experience in recruitment, preferably across various industries. - Proficient in...

I'm seeking a skilled animator to create an engaging 2D explainer video aimed at adult and teenagers. The animation should be suitable for an educational context, conveying complex concepts in an accessible and appealing way.I need an 5 minutes video for max 30€ Key Requirements: - Expertise in 2D animation - Experience creating educational content - Ability to simplify complex ideas - Understanding of adult learning principles - Strong storytelling and visual communication skills Please share relevant samples of your work in your bid. Thank you!

I'm looking for a skilled Italian eBook writer who can create a compelling and professionally written eBook. The specific purpose, target audience and genre of the eBook will be discussed in detail once we connect. Ideal Skills: - Proficient in Italian with excellent writing skills. - Prior experience in eBook writing. - Ability to adapt to different genres and target audiences. - Creative thinking and storytelling abilities. Experience: - Proven track record in writing successful eBooks. - Familiarity with the eBook publishing process. - Understanding of the current eBook market trends.

I'm seeking an expert who can migrate my Joomla site from version 1.7.2 to the latest stable release, Joomla 5. The migration must retain the current design/layout, all content/articles, and all existing extensions/plugins. Key Requirements: - Migrate all existing features without modification. - Successfully transfer all third-party extensions. - Ensure the design/layout remains consistent post-migration. - Proficient in Joomla with hands-on experience in migrating between these versions. Please do not suggest adding new features, this project is strictly about migrating the current site as is.

I need a designer to swap my current logo on my business cards with a new one. The project requires you to also make some design/layout changes on the card, so creativity is key. - Current business card file is in AI (Adobe Illustrator). - The new logo is also in AI (Adobe Illustrator). - Need a 6 hour turnaround time. Ideal skills for this job: - Proficiency in Adobe Illustrator - Graphic Design - Quick turnaround time

...solid background in commercial real estate to devise a leasing strategy for my small shopping plaza. The primary goal is to attract high-traffic tenants, specifically retail stores, restaurants and cafes, and entertainment venues. Key Responsibilities: - Design a leasing strategy focused on attracting high-traffic tenants - Identify and propose potential retail stores, restaurants and cafes, and entertainment venues as tenants - Explore opportunities for an anchor tenant, potentially a new grocery store to replace the current one Ideal Skills and Experience: - Extensive experience in commercial real estate and leasing strategies - Proven track record of securing high-traffic tenants - Strong network within the retail, food and entertainment industries - Excellent...

We are looking for a Data Scientist with expertise in AI and Machine Learning to develop a time series forecasting model. The project involves analyzing historical sales data using AWS and Snowflake. The ideal candidate should have strong skills in Python, machine learning, and predictive analytics. This is a short task estimated to take 1-2 hours. Please apply with your relevant experience and availability!

I have a grocery list with about 500 items that needs to be categorized based on the type of product. The categorization should be at a general level, such as Fruits, Vegetables, Dairy, etc. No subcategories are needed, only these broad classifications. Ideal skills for this task: - Detail-oriented: You must accurately categorize each item. - Research skills: Ability to source information online to verify product types. - Time management: Efficiently complete the task within a reasonable timeframe. Experience with grocery item categorization or similar tasks is a plus.

I am seeking a skilled UX/UI designer to improve our website navigation. This project involves creating user personas, journey maps, and wireframes. Key Responsibilities: - Conducting research to understand our user demographics and behaviors. - Creating 2-3 detailed user personas. - Developing user journey maps that highlight key interaction points. - Designing wireframes and a prototype using tools like Figma, Adobe XD, or Sketch. Ideal Candidate: - Proven experience in UX/UI design, preferably within the education sector. - Proficiency in Figma, Adobe XD, or Sketch. - Strong research skills to understand and analyze user demographics and behaviors. - Ability to create comprehensive user personas and journey maps. - Excellent wireframing and prototyping ski...

The integration of artificial intelligence (AI) into business models has become a transformative strategy, enabling organizations to enhance efficiency, optimize decision-making, and gain a competitive edge. This study explores the development and implementation of an AI-driven business model tailored to address dynamic market demands and operational challenges. The proposed model combines machine learning algorithms, data analytics, and predictive modeling to streamline processes, enhance customer engagement, and maximize profitability.

The integration of artificial intelligence (AI) into business models has become a transformative strategy, enabling organizations to enhance efficiency, optimize decision-making, and gain a competitive edge. This study explores the development and implementation of an AI-driven business model tailored to address dynamic market demands and operational challenges. The proposed model combines machine learning algorithms, data analytics, and predictive modeling to streamline processes, enhance customer engagement, and maximize profitability.

I need a recruiter to help me with sourcine candidates and interviews The Recruiter will play a critical role in the talent acquisition process by sourcing, screening, and qualifying candidates for various positions within our company. You will work closely with hiring managers to understand their needs, identify potential candidates, and ensure a smooth and efficient hiring process. Your goal is to build a strong pipeline of qualified candidates and help us hire the best talent for our team. Key Responsibilities: Candidate Sourcing: Utilize various channels, including job boards, social media, professional networks, and direct outreach, to identify and engage potential candidates. Screening: Conduct initial phone screenings and interviews to assess candidates' qualification...

I'm looking to reconfigure my current WordPress site and redesign various pages, including the landing pages. The primary goal of this redesign is to increase conversions. The selected freelancer will: - Revamp the layout and design of the landing pages - Update the content and images across the site - Review and sort out the plugins, specifically Rank Math - Remove the entire Barcola plugin from the site Skills and experience required for this project include: - Strong proficiency in WordPress - Experience in web design and user experience - Knowledge of SEO and plugins, particularly Rank Math - Ability to work with content and images The ideal candidate will have a keen eye for detail and a proven track record of redesigning WordPress sites to boost conversi...

...A central component of the site will be discussion forums where members can engage in various topics. - Event Calendars: The site should include a calendar feature to showcase upcoming events at the center. Interaction Capabilities: - Post Discussions: Members should be able to initiate discussions on the forums. - Private Messaging: A private messaging system should be integrated for members to communicate in private. - Commenting on Posts: Members should be able to comment on posts within the forums. Ideal Candidate: - Proven experience in developing membership or community websites. - Proficient in creating interactive discussion forums. - Able to integrate a user-friendly event calendar. - Expertise in implementing private messaging system...

We have a room measuring 24 feet in length and 14 feet in breadth, which we want to transform into a state-of-the-art robotics lab. The room currently has four wall-mounted racks, each 4 feet by 4 feet, with two racks on either side of the 24-foot walls. The lab must accommodate 40 students and include 20 computers, with two students sharing each computer. The layout should include a designated corner for the teacher, featuring a custom-designed table and a computer for the teacher's use. Additionally, there must be a smart board installed for instructional demonstrations. All hardware components should be neatly organized within the existing racks, but additional racks can be added if necessary. The entrance door is located in the middle of one of the 24-foot w...

I am looking for a professional to assist with data collection and management research focusing on maternity care. Key Tasks: - Collecting and managing various data sets - Analyzing the data to identify trends and insights Ideal Skills: - Strong background in data collection and analysis - Experience in healthcare or maternity care research is a plus - Excellent organizational and management skills Please note that specific data types, goals of the research, and sources for data collection will be finalized in collaboration with the selected freelancer.

I'm migrating from Elasticsearch 6 to 8 and integrating Hugging Face for Arabic data processing. I'm facing issues where the Hugging Face library fails to recognize some Arabic vocabulary. I need an expert who can guide me through this migration, with a focus on resolving these vocabulary...migration, with a focus on resolving these vocabulary recognition issues. Key areas of focus: - Guidance on migration process from Elasticsearch 6 to 8 - Assistance with the integration and setup of Hugging Face - Expert advice on tackling Arabic vocabulary issues Ideal skills and experience: - Strong background in Elasticsearch - Experience with Hugging Face - Proficiency in Arabic language processing - Excellent problem solving skills - Prior experience with troubleshooting ...

...listening, and grammar - Catering to a diverse target audience of students, teachers, language learners, and language schools The ideal candidate should have: - Extensive experience in UI/UX design for educational platforms - Proficiency in creating multi-language interfaces - Understanding of the different needs and preferences of students, teachers, language learners, and language schools - A keen eye for modern and engaging design aesthetics - Strong communication skills to understand and incorporate my vision for the platform If you have a passion for creating user-friendly, engaging, and efficient online learning platforms, I'd love to discuss this project further with you. Additional Brief: Create a sleek, user-friendly website for foreign language e...

I'm looking for a professional freelancer who can help me file my personal tax return for the current tax year. Ideal Skills: - Extensive knowledge of personal tax regulations - Proficient in tax software - Excellent attention to detail - Strong organisational skills - Good communication skills

I'm in need of a logo for my competition BBQ team. The style of the logo should be vintage. Key Skills and Experience: - Expertise in vintage design - Strong graphic design skills - Experience creating logos - Ability to work with specified color schemes Color Scheme: - The primary colors of the logo should be red and orange. Note: I have attached my current logo. I would like to change it to say “Cooks Of Hazzard BBQ”. I would like it to be in a similar font.

I'm seeking a municipal waste consultant, specifically one who can offer expertise in waste reduction strategies. My primary aim is to minimize our environmental impact through these strategies. Key Responsibilities: - Develop and recommend effective waste reduction strategies tailored to our municipality. - Assess and optimize our current waste management practices for maximum efficiency and sustainability. Ideal Skills: - Proven experience in municipal waste management. - Strong background in developing and implementing waste reduction strategies. - Excellent understanding of environmental impact assessments. Previous Experience: We have previously implemented strategies to reduce our waste collection costs, with some success. The consultant will be e...

...detailed and accurate list of car dealerships in the United States. The list must include essential contact information to support our business development efforts. Deliverables: Dealership Name Full Address (Street, City, State, ZIP) Website URL Sales Manager's Name (preferred) or General Manager Sales Manager's Email Address (verified) Sales Manager's Phone Number (if available) Any other relevant information (e.g., dealership size, brands sold) Key Requirements: The data must be accurate and up-to-date. Contact information should be verified and checked for validity. Data should be delivered in a well-organized Google Sheets spreadsheet. Ideal Candidate: Proven experience in lead generation and data...

...classic in style. It should effectively support brand recognition, so it will be used primarily for that purpose. The logo will need to be a combination of text and a symbol or icon. I've pasted detailed explanations from Deep Seek AI below: Here’s a refined explanation of **Delta Emergency’s logo** incorporating the actual elements you’ve described (gold color, EMS Star of Life, lightning bolt, and heart). This breakdown will help the freelance designer grasp the depth and intentionality behind each component, tying them to your company’s mission and values: ### **1. Gold Color Palette** - **Symbolism**: - **Excellence & Reliability**: Gold represents high standards, trust, and enduring value, reflecting Delta Emergency’s com...

We are looking for a content writer with a basic understanding of content creation, eager to grow and develop their skills. Since the content type, industries/topics, and article length are not yet defined, flexibility and a willingness to learn are essential for this role. Compensation: ₹10,000 per month Ideal Skills: - Basic adaptability in writing styles for different audiences - General awareness of a variety of topics - Willingness to learn and improve task management - Familiarity with grammar basics to produce error-free content - Eagerness to develop technical and social media writing skills - Basic editing skills with attention to clarity and coherence - Enthusiasm to learn time management and audience analysis - Openness to multitask and handle multiple assi...

Hi Mohammad Y., We just noticed that you posted a project for "Market Research Survey Mobile App" (https://www.freelancer.com/projects/mobile-app-development/Market-Research-Survey-Mobile-App/details)

...mediation analysis for a research article I'm working on. The focus of the research is on the relationships between negative life events, religious/spiritual struggles, and psychological distress, particularly considering ultimate meaning struggles. Key Responsibilities: - Conduct assumption testing, descriptive and reliability analyses, bivariate correlations, and mediation analyses using SPSS and the PROCESS macro. - Perform subset analyses for both religious and agnostic/atheist groups. - Deliver a written report in an academic style with references, summarizing the results, along with an annotated SPSS output file and a final data file with clear documentation. Key Skills and Experience Required: - Proficiency in SPSS and the PROCESS macro. - Stro...

I'm looking for a skilled data scientist and machine learning engineer to integrate a sophisticated ML model into my Android mobile application. This model will primarily be used for image recognition, specifically to identify NSFW content. Key Responsibilities: - Develop and implement a machine learning model for image recognition. - Ensure the model can effectively identify NSFW content. - Integrate the model into an Android mobile application. Ideal Skills: - Extensive experience in machine learning and data science. - Proven track record of developing image recognition models. - Proficiency in Android app development. Please submit your proposal if you have the relevant experience and skills.

...other regions are welcome. Key objectives: Identify cities, towns or regions (primarily in Europe and North America) still using legacy systems, including centralized control systems, relay-based systems, or other outdated technologies. Quantify the size of this market—number of municipalities, approximate streetlight counts, and current operating costs. Highlight common challenges with legacy systems (e.g., maintenance, energy inefficiency, obsolescence). Provide statistics on smart lighting adoption, emphasizing gaps where affordable, non-specialist solutions are needed. Analyze trends in street lighting upgrades, including barriers to adoption for smart systems (e.g., cost, complexity, vendor lock-in). The data should be from credible and trusted s...

I am in need of comprehensive data about lodges in the Serengeti ecosystem. This data should include both the latitude/longitude of these lodges and reviews. Your task will be to compile this information into an Excel spreadsheet. The completed data set will be used for a research paper, so accuracy and thoroughness are paramount. Ideal skills and experience for this job include: - Proficiency in data collection and analysis - Experience with Excel - Attention to detail - Ability to understand and meet academic research standards.

I'm looking for native German speakers to participate in audio conversations over Zoom. The primary purpose of these recordings is for speech recognition training. Key Requirements: - Participants should be engaging in discussions around daily life activities. - Each conversation session should last 30 minutes. - The interactions need to be natural and conversational. Ideal skills and experience: - Being a native German speaker is a must. - Prior experience in participating in recordings for speech recognition training would be an advantage. - Ability to discuss various daily life topics in an engaging manner. Please note that the conversations will take place between two individuals, so you will need to coordinate with another native spea...

I’m facing build failures with my current Gradle setup in Flutter, and I need an expert to handle everything for me. - The main issue is build failures. - I'm not sure how to check the error logs, so I need someone who can troubleshoot and fix any issues. Ideal skills for this project include extensive experience with Flutter and Gradle, dependency management, and troubleshooting build failures. Please, only bid if you're an expert in these areas.

...platform access. • Costs borne by the sender for SMS. 12. Customer Service Chat • Integrated direct chat with a customer service representative. 13. Device Inventory Management • Add, allocate, activate, deactivate, and delete devices. • Automatically create a back-end database to store information on used devices (Plate number, vehicle make and model, sim number and chassis number). Data is exportable in excel format 14. Customer Records Management • Search and view records by name, location, package, car type, and more. • Email reminders for subscription renewals. • Edit and extend subscription dates. 15. Advanced Analytics • Traffic reports using Google Analytics or similar tools. • Eco-driving scores and alerts for hard braking, sh...

I'm looking for a logo for our innovative, premium home dishwasher machine, the King Dishwasher. This machine stands out with its modern design, digital UI, and AI features. The logo should reflect its unique, delightful, and high-end appeal. Ideal Skills and Experience: - Graphic Design - Logo Design - Brand Development Ultimately, I'm open to your creative input for the design, so if you have your own suggestions or ideas, I would love to hear them.

I'm looking for a 1200-word essay on how developing countr...serious tone. Key Points: - The essay should provide a comprehensive overview of the issue and suggest viable alternatives to oil. - It needs to be written in a way that is accessible to the general public, but still maintains a level of seriousness and formality. - The use of clear, concise language and well-structured arguments will be key to the success of this project. Ideal Skills: - Strong writing and research skills. - Ability to communicate complex ideas simply and clearly. - Understanding of environmental issues and energy alternatives. Experience: - Previous work writing for the general public, particularly on serious topics. - Demonstrated ability to maintain a formal tone while still be...

Machine Learning Generative Models Question 1 - Generative models In the following exercise, you will deal with a generative learning problem, precisely, VAE and GAN. You should write your training code and meet the following constraints. In this exercise, you will create a generative model: choose VAE or GAN implement and train your model: The decoder/generator should get as input a vector from the latent space and produce an image. For convolutions that upscale the input’s spatial size (for the decoder/generator), use . Output visualization: Generate images from your model and visualize its latent spaces. You can compare different architectures for this purpose (e.g., low/high dimension of the latent spaces, etc.). Dataset: You will use the 1...

I'm in need of a freelancer with a strong mechanical background who can research and compile a detailed product catalog for various machines. The machines include, but are not limited to: - Mechanical Power Press - Mechanical Shearing - Hydraulic Shearing - Pneumatic Shearing - Pneumatic Power Press - Shearing Cutter Machines - Sheet Bending Press Break Machine - Lathe Machines - Trop Machine - Milling Machine - CNC Lathe - VMC - Press Break - Drilling Machines The catalog should include detailed technical specifications for each machine, specifically covering their performance and capabilities as well as maintenance and operational details. The final deliverable should be a well-organized PDF document. Key Requirements: - Research ...

I need a professional to help me simplify my current logo. The new design should be less busy, retaining some elements of the current design but with a more minimalist approach. Key Requirements: - Incorporate the company name into the new design - Change the colors and graphics/icons - Remove or replace the slogan words at the bottom with the company name Ideal Skills and Experience: - Proficient in graphic design and logo creation - Experience with brand identity and logo simplification - Creative thinking to suggest a more minimalist approach while retaining some current design elements.

I'm in search of a seasoned Business Development Manager for eworldjobs.com. Your primary focus will be market research and strategizing for optimal growth. Key Responsibilities: - Conduct comprehensive market analysis to identify trends, opportunities, and potential challenges. - Develop strategic plans based on market research to enhance our competitive edge. Sales Channel Focus: - Prioritize networking events as the main sales channel. Your ability to forge connections and generate leads in these settings will be crucial. Online Advertising: - Implement and oversee our online advertising strategies, specifically through: - Social media ads: Create engaging content that boosts brand visibility and drives traffic to our platform. - Search Engine Mar...

As a newcomer to the online world, I need an expert to assist me in creating a website from scratch. The site is intended for research purposes, so it will need to be an intuitive, user-friendly platform with a search engine. Key Requirements: - Design and develop a comprehensive research-focused website - Integrate a functional and efficient search engine - Provide guidance, support, and education throughout the process Ideal Skills and Experience: - Proven experience in website creation - Proficiency in integrating search engines into websites - Excellent communication skills for teaching and support Your assistance is greatly appreciated as I navigate this journey.

Market AI ed...software, targeting online learning platforms. Key Features to Highlight: - User-friendly interface: This software is designed with usability in mind, ensuring accessibility for all users. - Interactive content delivery: Showcase how the software facilitates engaging, interactive learning experiences. - Analytics and reporting capabilities: Demonstrate the software's ability to track progress and deliver comprehensive reports. - AI: Highlight the software's innovative use of artificial intelligence to enhance learning. Ideal candidates should have a strong background in sales, particularly within the education sector, and experience with cold calling and software demonstrations. Excellent communication skills and a passion for ...

...help me design an electronic thermos flask. This flask should be able to heat or boil water at the press of a button. Key aspects of the project include: - Feasibility Research: I need a thorough analysis of the cost implications and electrical components required for this project. - Design: You'll need to prepare both an electrical and an aesthetic design for the thermos. The efficiency of heating is the most crucial factor for the design. - Material Selection: The choice of materials for the exterior of the thermos should be based on feasibility. Ideal candidates for this project should have a strong background in product design and engineering, particularly with heating devices. Experience with induction heating and knowledge of cost-effective materials is a...

I'm seeking a skilled newspaper designer with experience in modern tabloid style. The primary focus is on news and current events. Key Design Elements: - Front page: This should be particularly engaging and reflective of current events. - Feature articles: These pages will need creative and compelling layouts to capture readers' interest. Ideal Skills: - Expertise in modern tabloid design - Strong understanding of news layout - Creative thinking for feature articles - Attention to detail for front page design - Familiarity with traditional newspaper design nuances.