Trending topics in machine learning jobs

I'm seeking a skilled AI expert to help create intelligent automation agents that can enhance our operational efficiency. The goal of t...solutions that can streamline our business processes and extract meaningful insights from a variety of data sources. Ideal Skills and Experience: - Proficient in AI and machine learning - Experienced in developing automation agents - Understanding of comprehensive workflow automation - Capable of handling diverse data sources Key Project Components: - Developing AI-driven solutions for automating critical business operations - Creating intelligent systems that can analyze and interpret data - Delivering projects that enhance operational efficiency and effectiveness Let's arrange a meeting to discuss this opportuni...

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...

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!

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!

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.

...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'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...

...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...

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.

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 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 being eng...

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 and compile sp...

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 ...

I'm seeking a skilled professional to enhance the RAG model to process uploaded files more effectively, with a focus on organizational specificity. Key Requirements: - The model should be able to handle and process all file types, including text files, PDFs, and CSVs. - Th...files more effectively, with a focus on organizational specificity. Key Requirements: - The model should be able to handle and process all file types, including text files, PDFs, and CSVs. - The interaction with the files should be improved to ensure efficient processing. - The model should keep versions of the files instead of overwriting or appending data. Ideal Skills: - Proficiency in machine learning and model enhancement. - Experience with RAG models. - Familiarity with various fil...

I'm looking for an experienced Linux administrator who can build a web server for an IT school project. The ideal candidate should be able to handle: - Server Setup: Build a robust and efficient web server. - User Management: Se...efficient web server. - User Management: Set up necessary user accounts and permissions. - System Security: Ensure the server is secure and up-to-date. A key part of this project is to create detailed documentation throughout the server build process. This will help to facilitate understanding and learning for the IT school students. Skills and Experience Required: - Extensive experience with Linux server administration - Proficiency in web server setup and configuration - Strong knowledge in system security - Excellent technical wri...

I am seeking a skilled Italian tutor to help me improve my language proficiency. The ideal candidate should have a strong background in teaching Italian, be patient, and possess excellent communication skills. The tutoring sessions will focus on conversational skills, grammar, and vocabulary building. If you have experience in teaching Italian to non-native speakers and can tailor lessons to meet individual learning needs, please apply. Let's embark on this language learning journey together!

...integration. Google Scholar indexing support. Search and Browse: Advanced search and filters, subject-based browsing, and trending topics. Author Profiles: Public profiles, metrics (views, downloads, citations), and Google Scholar profile linking. Reader Features: Inline PDF viewer, download options, comments, and bookmark/save features. Analytics: Detailed statistics for authors and platform-wide trends. Community Engagement: Forums, group discussions, and event announcements. Mobile-Friendly: Fully responsive design with the option for a Progressive Web App (PWA). Security and Compliance: HTTPS encryption, WCAG accessibility, and multilingual support. Requirements: Proven experience in web development (especially academic or content-heavy platforms). Familiarity w...

I'm seeking Python experts to transform English descriptions into Python scripts targeting Machine Learning models. Your primary focus will be on classification tasks using TensorFlow. Precision and a strong grasp of Python are essential, as is a commitment to pushing the boundaries of Machine Learning. Key Responsibilities: - Convert English into Python scripts - Focusing on classification tasks - Utilizing TensorFlow predominantly Ideal Skills: - Exceptional Python programming skills - Strong attention to detail - Proficiency in English - Experience with TensorFlow - Background in creating ML scripts Please apply at A CV or profile showcasing your skills is required.

...YouTube Shorts and long videos (5-10 minutes on average) Ensure videos are well-paced, engaging, and aligned with my brand’s style and tone Incorporate relevant B-roll, sound effects, and background music Ensure all edits meet the deadline and are of high quality Skills Required: Proficiency in video editing software (e.g., we need work its upto you how you do but do it well ) Strong understanding of YouTube video formats, trends, and audience engagement strategies Knowledge of tech topics (preferably) Ability to work with raw footage, creating polished, professional videos with a clear structure Excellent communication skills and ability to meet deadlines Qualifications: Proven experience editing YouTube videos (please provide portfolio or examples) ...

...Strategy: Identify trending keywords, hashtags, and TikTok-specific trends relevant to the luxury jewelry industry. Develop a content calendar to maintain consistent posting schedules and maximize audience engagement. ? Content Creation & Editing: Cut and edit videos provided by our team to fit TikTok’s style and format. Select suitable music and sounds that align with our brand aesthetic and TikTok trends. Create engaging, visually appealing, and on-brand content that captures the elegance and uniqueness of our jewelry. ? Posting & Analytics: Schedule and post videos as per the content calendar. Analyze performance metrics and provide insights to optimize future content. Requirements Proven experience managing TikTok accounts for luxury, fashion, or creative ...

I'm seeking a meticulous freelancer to help me input mixed data (text and numerical) from paper documents into a single Excel worksheet. Ideal Skills: - Proficient in Excel - Excellent attention to detail - Experience in data entry from paper documents - Able to handle mixed data (text and numerical) - Familiarity with OCR software to convert printed or handwritten text into machine-readable data. - Expert in verifying data entries for accuracy and completeness. - Proficiency in organizing and managing files to ensure data is easily accessible. - Basic mathematical skills to handle numerical data accurately. - Ability to handle sensitive information with a high level of confidentiality. The project involves less than 100 pages of data. The preferre...

I'm looking for a professional who can both convert plant images from RGB to HSI and analyze them using machine learning. The image analysis will involve tasks such as classification, segmentation, and object detection. Key Requirements: - Expertise in image processing and machine learning - Experience with plant images is a plus - Proficient in converting images from RGB to HSI - Skilled in implementing machine learning tasks for image analysis The ideal candidate will have a robust understanding of both image conversion and machine learning techniques. They will be able to provide insightful analysis on the plant images.

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...expertise in modern web technologies, backend development, and AI-driven solutions. Proficient in building scalable applications using React, , , and Node.js, combined with the power of TypeScript and TailwindCSS for efficient, maintainable front-end design. Possesses advanced skills in Python, Django, and Data Management, enabling seamless integration of back-end systems and databases. With experience in Machine Learning (ML) and Natural Language Processing (NLP), delivers intelligent, data-driven solutions tailored to business needs. A Blockchain enthusiast with hands-on expertise in developing decentralized applications and integrating cutting-edge technologies. Proficient in AWS and Firebase, ensuring robust cloud-based archi...

I'm in need of a talented scriptwriter for my YouTube channel. Your primary task will be to refine a raw script and seamlessly integrate a list of 40-50 keywords into a polished, engaging script of 8200-8500 words per video, and also make youtube descriptions for the same which will be 4000 keywords approx. In summary you will be doing scripts and youtube descriptions. I'll be paying 600 INR for 10 Scripts and 10 Descriptions with each and every keyword embedded please note that. You will be provided with the Raw-script and Keywords before hand. And you will have to make sure the polished script is similar to the raw script with the keywords embedded. Key Responsibilities: - Transforming raw scripts into engaging YouTube scripts - Seamlessly embedding 40-50 provi...

...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? • What gaps exist in current research? Step 3: Define Inclusion a...

...professional with expertise in machine learning and image analysis to assist me in classifying textures in digital photos. The project primarily revolves around: - Image Classification: The main task at hand is to develop an algorithm that can efficiently classify different textures present within the digital photos. - RGB to HSI Conversion: A specific requirement for this project is the conversion of RGB images to HSI (Hue, Saturation, Intensity) format. This is crucial for the texture classification process. - Feature Extraction: Utilizing machine learning techniques to extract relevant features from the images will be key in improving classification accuracy. Ideal candidates for this project should have: - A solid background...

I'm looking for a freelancer who can create an engaging interactive module aimed at informi...module should cover the environmental consequences of this pollution, detailing its effects on marine life and ecosystems. - Maritime Industry Protection: It should also touch on the protective measures that are being implemented in the maritime industry to combat this issue. - Presentation Abstract: up to 300 words with Reference list (Harvard style) Ideal Skills and Experience: - Experience in creating interactive educational modules, particularly on environmental topics. - Strong understanding of the DPSIR framework. - Ability to present complex information in a clear, engaging way for a general audience. - Prior work focused on marine issues or plastic polluti...

Are you passionate about AI and SQL? Join us as a SQL Annotator! We're seeking talented annotators with a strong grasp of SQL, an eye for detail, and a drive to enhance Machine Learning. Knowledge of Semantic models is a plus. Your role involves refining Semantic models and crafting SQL queries to tackle complex data challenges. Fluency in English is essential. Apply now and demonstrate your skills: CV/profile required.

I need writers who can provide me articles as per the instructions below: There are a lot of stories that focus on god () but i want them to be changed for Ganesha. I need articles written in such a way that the they sound like personal experience stories about Lord Ganesha. For example, people benefiting financially, emotionally or personally due to their faith in Ganesha. What kind of prayers or spiritual activities they performed that led them out of a bad situation. The miracles of Ganesha need not be such that they are difficult believe. It could be as simple as getting a new job, feeling more at peace, etc. I have simple requirements. The articles must sound true, non-plagiarized and they must be

I require assistance with modifying banners on my WordPress site and some parts of the attorneys section. Please review the attached files for details. My budget for this task is $10. Key Tasks: - Change WordPress site banners a...some parts of the attorneys section. Please review the attached files for details. My budget for this task is $10. Key Tasks: - Change WordPress site banners as per attached files - Edit parts of the attorneys section - If unable to edit, provide a demonstration so I can do it myself Ideal Skills: - Proficiency in WordPress - Experience with website banner editing - Good communication skills for teaching Tools: - Anydesk for real-time assistance Please note, I am open to learning but would prefer a more hands-on approach where you demonstrate t...

Hi i am looking for best backend or front end devloper to fulfil my requirents for e-learning website. Currently i am using tutor lms pro plugin. I need some design, backend customization and the details will be given below. Job Role:- 1) All of our course will be paid but in our gigs/course, if someone checkout, we will give a dummy checkout page (Need customization) 2) To access all of our paid course, we will create a hidden private sign up link/ If someone sign up with thos link they will get access all of our courses for free 3) Easily create 100's of review by myself 4) Other people if put review then it will not publish until admin approved 5) Next thing you need to embed video as well in the course section with my video hosting platform and add title...

I need an Android mobile app developed for my STEM project. The primary function of this app will be serving as a resource/library. It should be designed to facilitate learning and interaction with STEM concepts. Key Features: - The app should be able to support interactive experiments, helping to move my project forward. - It should be well organized and easy to navigate, containing a variety of STEM resources. Ideal Skills: - Experience in Android app development is crucial. - Prior work on educational or STEM-focused apps will be highly regarded. - Skills in creating resource/library apps will be beneficial.

I'm looking for a WordPress developer who can create a bespoke LMS (Learning Management System) theme based on my own design. The primary focus of this website will be educational courses, so the theme needs to be tailored towards this type of content. Key Requirements: - Implementing quiz functionality within the theme - Integrating features for user engagement and interactivity Ideal Skills: - Proficient in WordPress theme development - Experience working with LMS platforms - Understanding of educational website requirements - Ability to translate designs into functional themes Please note, while I have specific requirements for quiz functionality, other features may be added depending on your expertise and suggestions. I'm looking for a developer who can not o...

Freelance Video Editor Needed for Informative Video Channel We are looking for a skilled video editor to help create engaging content for our informative video channel. This includes editing both long-form videos and short reels for social media on a variety of everyday topics, including current affairs and general knowledge. Ideal Skills & Experience: Proficiency in video editing software (e.g., Adobe Premiere Pro, Final Cut Pro, DaVinci Resolve) Experience in editing content for social media platforms like YouTube, Instagram, and TikTok Ability to create fast-paced, visually appealing edits with smooth transitions and animations Familiarity with editing both long-form informative videos and short-form reels Key Requirements: Edit and enhance videos to make them...

...for my tech startup, (a microlearning app that provides quick info cards on various topics). The main goal is to apply for the Netherlands Startup Visa, so the plan must meet government requirements. What I Need: -A clear, professional business plan focused on securing the Netherlands Startup Visa. -Highlight apps growth potential in the tech/education sector. -Explain the business strategy simply and convincingly. -Include financial projections and market research. Skills Required: -Experience writing business plans, especially for tech startups. -Knowledge of Netherlands visa requirements for startups. (would be a plus) -Ability to write clearly and organize information effectively. What to Include in Your Proposal: -Examples of past business plans you&rsquo...

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I'm looking for a skilled podcaster to produce and host three AI technology podcasts per month. These podcasts should focus on industry news and trends, specifically within the technology sector, and be tailored to a business professional audience. Key Responsibilities: - Research and present relevant technology news and tr...within the technology sector, and be tailored to a business professional audience. Key Responsibilities: - Research and present relevant technology news and trends - Create engaging content suited for business professionals - Host and produce high-quality podcast episodes Ideal Skills: - Strong understanding of the technology sector - Experience in podcasting - Excellent communication and presentation skills - Ability to simplify complex topics f...

I'm looking for an expert in deep learning and PyTorch who can assist in fine-tuning a model on the CIFAR-100 dataset. The primary goal is to improve the model's accuracy through various techniques, including data augmentation, hyperparameter tuning, and adjustments to the model architecture. Key Requirements: - Extensive experience with PyTorch and deep learning - Proven track record in model tuning - Ability to implement data augmentation strategies - Skilled in hyperparameter tuning - Proficient in model architecture adjustments I am open to suggestions for data augmentation and preprocessing steps, so a creative approach to enhancing the dataset is a plus. Please provide examples of previous similar projects you have worked o...

I am seeking a dedicated tutor to help me with my GCSE Maths preparation. I need support with specific topics including Algebra, Geometry, and Statistics. All tutoring sessions will need to be conducted online via video calls. Ideal skills and experience for the job: - Expertise in GCSE Maths, particularly in Algebra, Geometry, and Statistics - Experienced and patient online tutor - Ability to explain complex concepts in an easy-to-understand manner - Flexible and accommodating to different learning paces Please provide your relevant experience and proposed schedule.

...Management • Staff Handover of Kids • Add a staff member. • Manage staff leave types, staff list, staff rota, staff register, staff login, staff leave, and staff attendance. • Attendance • Track attendance for the agreed schedule. • Associate room and transfer from one room to another. • Associate to a staff member. • Manage leave types. 3. Learning • Curriculums • Activate and manage curriculums to use at the nursery. • Display and edit general learning settings. • Show child overview section on formative reports. 4. General Enquiry • Enquiry Management • Add room, manage enquiry settings, enquiry form, enquiry pipeline, enquiry source, lost reason, enquiry reason. • Implement chatting with WhatsAp...

I'm looking for a seasoned professional, with expertise in design and engineering, to help with the overall design of a water jet cleaning machine. The machine should be: - Waterproof - Aesthetically pleasing - Sturdy and durable - Simple in construction The ideal candidate will not only have a strong background in technical design, but will also be able to ensure manufacturing feasibility. Experience in creating designs that are both functional and appealing is crucial. This project will involve working on the overall design of the machine, so you're expected to have a comprehensive understanding of design principles.

I'm looking for a Python expert to write code for training a model to detect weed regions in images, using pre-labelled datasets. Key Requirements: - Python: Proficiency in Python is a must. - Machine Learning: Experience with industry-standard ML frameworks is essential. You can choose between TensorFlow, PyTorch, or scikit-learn based on your preference and expertise. - Image Processing: The project involves the output of segmentation masks of weed regions from the model. Your task will be to develop a model that can accurately identify and segment weed regions in various images. The end result should be segmentation masks that delineate weed regions from non-weed regions in the images. Use guidelines from this github url:

...guide us, provide assignments, and evaluate our progress. Key Requirements: - Deep understanding of MLOps: We are interested in learning about all related topics including model deployment, pipeline automation, and monitoring and maintenance etc. - Experience with Machine Learning: Since we have an beginer level of ML experience, we expect our mentor to help us bridge the gap to MLOps. - Ability to create meaningful assignments: We find hands-on coding tasks, theory-based assignments, and project-based learning all beneficial, so a mix of these would be ideal. The ideal mentor would have a comprehensive understanding of MLOps, a strong background in machine learning, and the ability to create engaging, educational assig...