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    2,000 keras unsupervised clustering jobs found, pricing in AUD

    Aim: Need to identify different types of skin discolorations like Nevus of Ota, Mongolian spots, Nevi, Albinism, and Melasma. Suggested Techniques: Binary conversion, color image conversion, gray-scale conversion, watershed method, noise reduction methods, K nearest neighborhood, morphological operation: erosion-dilation, clustering, Median filtering, edge detection, pixel count, object recognition, and threshold analyzing methods are used in this research to disclose the skin pigment discoloration information I am seeking a professional to execute an image segmentation project. The primary objective is to enhance, segment, and isolate areas of interest within a variety of medical images. Given that the type of medical imaging isn't specified, an ideal candidate should have...

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    ...dataset in the attachment, you need to do a visual analysis of clustering these cars. 1. You should pick at least four columns for clustering the cars. You are free to decide which columns to use and determine your rules for performing the clustering. 2. Using web-based techniques (e.g., D3.js) to visualize your clustering results. a. Use a circle to represent each car. b. Cars in the same cluster should be spatially placed near each other. c. Use different colors for different clusters. d. When mouse-hovering or selecting a car, you should show its detailed information from the given dataset. 3. You should answer the following questions, in addition to submitting your code. a. Which columns do you choose to perform the clustering? b. What is your rule...

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    As the head of this exciting project, I’m searc...and interactive mobile application that uses CNN, MobileNet, and VGG architectures for melanoma detection. Key Deliverables: • Design and implementation of a robust and efficient deep learning model, capable of increasing the accuracy of melanoma detection. • The model should be built on platforms like Keras, PyTorch, and TensorFlow. Skills and Experience: • Extensive experience with deep learning and neural networks, particularly with CNN, MobileNet, and VGG. • Proficient in using Keras, TensorFlow, and PyTorch. • Proven track record in mobile application development, preferably experienced with creating interactive interfaces for complex applications. If this project sounds right up you...

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    I am seeking a developer to create an algorithm that can make a single prediction based on data from existing datasets. I have looked at the available choices and decided that numbers will be the best form of data to have inputted into my algorithm. The goal of this algorithm is for it to make a single prediction, rather than statistical clustering or a range of predictions. The inputs available to the algorithm will be data from existing datasets. This algorithm needs to be powerful, accurate, and efficient while making reasonable predictions. The ideal developer will be skilled in utilizing machine learning, deep learning with neutral network and artificial intelligence, and other related technologies to help create the best possible algorithm.

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    I'm in need of an experienced Python developer to build an ultra-fast Convolutional Neural Network (CNN) model for a tabular dataset. The primary purpose of this model will be cla...- binary - 8 classes - 48 classes Key deliverables: - A highly efficient and fast CNN model - Clear documentation of the code and steps involved in the development process. - The dataset classification needs alot of balancing Preferred Experience and Skills: - Strong expertise in Python programming - Proven experience in CNN model development for data classification - Familiarity with Keras, TensorFlow, or PyTorch is a plus, although it's not mandatory since I haven't specified any particular library or framework. Ultimately, I require an expert who can build this model with sup...

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    I'm in need of an experienced web developer to create a sleek and functional analysis web page. Key Requirements: - In-depth understanding of website creation, particularly focusing on analytical data presentation. . You should pick at least four columns for clustering the cars. You are free to decide which columns to use and determine your rules for performing the clustering. 2. Using web-based techniques (e.g., D3.js) to visualize your clustering results. a. Use a circle to represent each car. b. Cars in the same cluster should be spatially placed near each other. c. Use different colors for different clusters. d. When mouse-hovering or selecting a car, you should show its detailed information from the given dataset sample data Model MPG Cylinders Displa...

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    ...dataset in the attachment, you need to do a visual analysis of clustering these cars. 1. You should pick at least four columns for clustering the cars. You are free to decide which columns to use and determine your rules for performing the clustering. 2. Using web-based techniques (e.g., D3.js) to visualize your clustering results. a. Use a circle to represent each car. b. Cars in the same cluster should be spatially placed near each other. c. Use different colors for different clusters. d. When mouse-hovering or selecting a car, you should show its detailed information from the given dataset. 3. You should answer the following questions, in addition to submitting your code. a. Which columns do you choose to perform the clustering? b. What is your rule...

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    I'm searching for an Artificial Intelligence expert to develop a program that can understand and interact with my local database. Your work will involve; - Training the AI to perform data classification, clustering, and prediction. - Programming the AI to utilize this data to generate new documents. - Specifically, these documents will be engineered judgment reports. Ideal skills would include proficiency in AI, machine learning, data processing, and report generation, with a penchant for accuracy, detail orientation, and understanding complex engineering terms and concepts.

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    ...user-uploaded audio files. Work to carry out: Make a unsupervised model of SER- Speech Emotion Recognition for 4 emotion i.e sad, happy,anger and fear. - Dataset already created of 150 sample in .wav files at 16khz, 16bit mono audio with emotion annotated of file name 4th letter. (Cannot share Dataset, as it is under process for research paper) - Feature extraction: (make sperate folder after feature extracted) 1. Time-domain features - *short-term energy of signal, zero crossing rate, maximum amplitude, minimum energy, entropy of energy* 2. Frequency-domain features- * MFCC - [12 (form 26 mel freq), 13 delta,13 delta acceleration ], spectral centroid, spectral rolloff, spectral entropy and chroma coefficients* - Do K-means clustering, make confusion matrix and ...

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    ...Master's or Ph.D. in Computer Science, Electrical Engineering, or a related field, with a strong focus on machine learning and computer vision. - Proven experience (3+ years) in developing and optimizing computer vision models, specifically in key point detection using OpenPose and other relevant technologies. - Proficient in machine learning and deep learning frameworks such as TensorFlow, PyTorch, Keras, etc. - Strong programming skills in Python and familiarity with C/C++. - Experience with GPU programming and optimization techniques. - Solid understanding of image and signal processing. - Demonstrated ability to work collaboratively in a team environment and communicate effectively. - Creative problem-solving skills and a passion for innovation. What We Offer: - A dyna...

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    ...programs tailored to the diverse communities we serve. CUSTOMER SERVICE We have several Full-Time positions available. Office hours are M-F 8:00 AM to 5:00 PM. We are looking for employees who are: Reliable, Polite, Honest, On-time, team worker, quick to provide assistance, and have the willingness to go the extra mile when helping our customers. Must have the ability to complete tasks alone / unsupervised. BASIC CUSTOMER SERVICE DUTIES ARE: - Handling customer complaints: Answer customer phone calls and provide them with the information that they request · Resolve customer complaints in a fair manner. - Patient scheduling: scheduling: Registering, scheduling and rescheduling patients for initial appointments and follow-ups. - Document all calls:Communicate in a professi...

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    ...responsibilities will include: 1. **Predictive Analytics**: Utilize machine learning algorithms to forecast future sales based on historical data, market trends, seasonality, and other relevant factors. Techniques such as regression analysis, time series forecasting, and ensemble methods can help you predict sales with greater accuracy. 2. **Customer Segmentation**: Apply clustering algorithms such as K-means clustering or hierarchical clustering to segment customers based on purchasing behavior, demographics, or other characteristics. This allows you to identify distinct customer segments and tailor marketing strategies to meet their specific needs. 3. **Recommendation Systems**: Implement recommendation algorithms such as collaborative filtering or content-base...

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    I require a Machine Learning expert who can proficiently work on A3C with LSTM and PPO using a Transformer or LSTM in Java (DeepLearning4j). The goal of the project is not specific, but involves skillful use of these ML algorithms. The freelancer can choose the path they find best, based on their expertise in either classification, regression or clustering. Ideal skills for this project would include: - High proficiency in Java - Firm understanding of machine learning, specifically with A3C, LSTM, and PPO - Experience with Transformer/LSTM - Problem-solving skills When bidding please include: - Relevant Experience - Past work in this area - A detailed proposal on how you would operate in this project I look forward to working together on this rich AI endeavor.

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    ...and Preprocessing**: Implement techniques for extracting relevant customer data from CRM systems and databases, emphasizing data quality through thorough cleansing and preprocessing efforts. 3. Segmentation Algorithm Development: Design algorithms to categorize customers into specific groups using demographic data, purchase history, and individual preferences, employing methods like K-means clustering. 4. Marketing Campaign Creation: Develop a Retrieval-Augmented Generation (RAG) based approach to accurately interpret and categorize user-provided marketing instructions. 5. Content Generation Using NLP: Craft an agent for producing personalized marketing content aimed at distinct audience segments, leveraging text generation, sentiment analysis, and summarization technologies. ...

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    I am seeking an experienced individual who can assist me in creating a Deep Learning Model. Requirements: -Proficiency in various deep learning frameworks such as TensorFlow, PyTorch, or Keras. -Knowledge of image recognition, natural language processing, and time series forecasting in deep learning. -Successful freelancers should include past work experiences, detailed project proposals, and any relevant experience in their applications. Please frame your application with encountered challenges and the solutions provided in past projects. Demonstrating problem-solving capability is crucial. Expertise in the above-mentioned deep learning framework is preferred but not mandatory as the specific framework to be utilized hasn't been decided yet. This project will involve pro...

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    With a focus on the reorganization of data, this project requires the implementation of a Graph Neural Network to conduct graph clustering tasks. Working with Social Network Data specifically, we aim to uncover patterns and gain deeper insights. Key Requirements: - Proficient in Python programming, as it is the platform for this project - Understands the specifics of Node Classification, Link Prediction and, Graph Clustering - Demonstrable experience in working with Graph Neural Networks - Understands Social Network data structure Experience in graph theory or related fields and previous work with similar types of data are highly appreciated. This project calls for an individual who can operate meticulously, bringing substantial knowledge to the table to develop a Graph Ne...

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    I need an adept Machine Learning Developer that is proficient in Python. You will primarily be focusing on two specific tasks: - Model Development - Model Optimization Your role includes the development and optimization of an Unsupervised Learning model. I am expecting the developer to bring their depth of knowledge in ML model creation and optimization techniques to add value to the project. Ideal Skills and Experience: - Proficiency in Python - Extensive experience in Machine Learning model development and optimization - Knowledge in Unsupervised Learning models I look forward to working with someone who can convert my requirements into a functional system. Let’s create a productive partnership.

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    I'm in need of a capable freelancer to help with writing and ...with writing and implementing machine learning code in R. My project touches on several aspects of machine learning, mainly focusing on: - Classification - Regression - Clustering I have a specific dataset to be used for this project which you'll be provided with. When bidding, please highlight your proficiency in these areas, including any projects you've worked on that are relevant. Ideal Skillset: - Proficiency in R - Experience in Classification, Regression, and Clustering - Strong understanding of Support Vector Machines - Knowledge of Generalized Linear Models - Experience with Cross Validation and K-Means Clustering. Your proposal should clearly outline proposed methodologies, d...

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    For my final year project, I seek an experienced freelancer with expertise in unsupervised machine learning. The primary goal is to develop a system capable of predicting trends in specific company stocks. Here's what I need: - Implementation of an unsupervised learning algorithm that can analyze and predict stock market trends. - A focus on specific company stocks for the prediction system. - Evaluation and interpretation of algorithm outcomes to ensure they accurately predict stock market trends. Experience in stock market data analysis, machine learning, and a good understanding of stock market trends will be advantageous for this project.

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    I'm looking for a skilled professional that can help me fix some textual issues on my Shopify store. Specifically, I need to make modifications to the product descriptions. I'm unsure about the specifics at this point, so I'd love to w...for a skilled professional that can help me fix some textual issues on my Shopify store. Specifically, I need to make modifications to the product descriptions. I'm unsure about the specifics at this point, so I'd love to work with someone who can offer suggestions and work collaboratively. A keen eye for detail and prior experience with Shopify is a must. Being resourceful and able to work unsupervised are also vital skills for this job. Understanding of SEO and its application in product descriptions would be an added adva...

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    Face based image clustering using AI I want to cluster images as per faced data, this application is for event managements and photographers. Event organisers or photographers upload all the photos of an event like exhibition or wedding. Users just had to upload selfie to get all photos where the user is present

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    ...experienced a notable decline in its top-ranking positions over the past three weeks. This downturn has accelerated post the Google Update in March 2024, prompting us to seek out a seasoned professional who can offer strategic insights and innovative solutions. Key Requirements: Extensive experience in achieving top 3 rankings for keywords with over 100,000 monthly searches. Mastery in onsite clustering and the latest link-building strategies. Ability to conduct thorough SEO audits and formulate effective recovery strategies. Familiarity with the latest SEO trends and the impact of Google's algorithm updates. Desirable Skills: A well-curated list of high DA sites in German and Dutch languages will be considered an advantage. We're looking for a candidate who is not o...

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    I'm seeking a skilled programmer with comprehensive knowledge in machine learning. Key tasks: - Proficiency in Supervised, Unsupervised, and Reinforcement learning is required. - Prepare and process the dataset, including data cleaning, normalization, and feature scaling. - Familiarity with data augmentation techniques, particularly in image rotation, flipping, and zooming. The ideal candidate will have solid experience in machine learning algorithms, data pre-processing, and image-based data augmentation. Practical hands-on experience with real projects would be beneficial. ** I just want a help with my code.. When I call imageAugmentor() All the images are black, I want my augmented Images to be shown and saved so I can use it to my model.. *Please check the file

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    ...Learning/Deep Learning: image classification and analysis (e.g., CNNs, ResNet, InceptionV3, EfficientNet). • Computer Vision: feature extraction, object detection, and image processing. • Data Science: ability to work with large datasets, including data cleaning, augmentation, and analysis. Knowledge of statistical analysis and predictive modeling. Tools and Technologies: • Python, TensorFlow, PyTorch, Keras, and OpenCV. • Dataset Handling. Experience in managing and processing large and diverse datasets • AI Model Optimization, such as model pruning, quantization, and distillation. • Data protection knowledge such as GDPR and know how to implement privacy-by-design principles. Project Overview Objectives • Customization and Enhancement: Ada...

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    ...content. Here's what I require: - Increase my followers: I need you to implement tried and tested strategies that will quickly increase my followers' count. Prior experience in follower growth is essential. - Content Creation: Aside from growing followers, you'll also be creating engaging content, posting 3-4 times a week. Proven expertise in content creation, with the ability to work well unsupervised and adhere to a set posting schedule, is necessary. - Target Audience: My main Instagram audience is Older Adults. Therefore, your content and growth strategies should be tailored towards engaging and attracting older adults. Previous experience in dealing with this demographic is desirable. In your bid, please highlight your experience growing Instagram accounts...

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    ...Key tasks include: - Extraction of salient features from Google Play Store reviews, with a particular focus on the review text itself. The aim here is to uncover any meaningful patterns or trends in the reviewers' opinions by precisely examining the text of the reviews. - Applying a mixed-method approach to sentiment analysis. This robust method of analysis should utilize both supervised and unsupervised learning techniques to successfully classify the sentiment behind each review as either positive, negative, or neutral. Ideal candidates for this job will have a strong background in Python programming and experience in sentiment analysis, particularly by using mixed-method approaches. It's also important that you have knowledge in text analysis and are adept at unco...

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    I'm looking for an experienced Python developer, proficient in TensorFlow and Keras, to create comprehensive notebooks covering specific machine learning concepts. Key focus areas should include: - Convolutional Neural Networks (CNNs) - Various Feature extraction techniques All work should be accomplished at a comfortable pace with no imposed time limit. Your commitment to quality and accuracy is far more crucial to me than speed. The end result should be an easily understandable and reusable code that clearly explains the above-mentioned concepts, suitable for learning purposes. Programming expertise in Python as well as proficiency in TensorFlow and Keras is a must.

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    I am looking for an AI/Machine Learning Engineer with a proficient knowledge and experience in PyTorch and clustering algorithms. Your task will be to implement the Deep Continuous Clustering (DCC) algorithm, making sure to maximize efficiency and accuracy. Skills and Qualifications: - Expertise in PyTorch - Familiarity with clustering algorithms, particularly DCC - Strong problem-solving skills and a detail-oriented approach Project Specifics: - Implementation of the DCC algorithm using the PyTorch machine learning library - Adaptation and tuning of the DCC algorithm to meet the specifics of my project - Testing and debugging the algorithm to assure its functionality Please note that I have a specific requirement that PyTorch should be used as the main library for...

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    RESPONSIBILITIES • Designing, developing, and imple...have a degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field. • You have solid experience developing and implementing generative AI models, with a strong understanding of deep learning techniques such as GPT, VAE, GANs, LLMs. • You are proficient in Python and have experience with machine learning/LLM/Gen AI libraries and frameworks such as TensorFlow, PyTorch, Keras, Langchain. • You have a working knowledge of R. • You are familiar with cloud-based platforms and services, such as AWS, GCP, or Azure. • You have experience with natural language processing (NLP) techniques and tools, such as SpaCy, NLTK, or Hugging Face. • Minimum 2+ years of experience in NLP,...

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    ... stochastic gradient descent, polynomial regression, ridge regression, lasso regression, elastic net, early stopping, regression trees) advanced supervised learning concepts (feature extraction, imbalanced data ,cross-validation, hyperparameter tuning with grid and random search, overfitting/underfitting), ensemble learning (bagging, pasting, random forest, adaBoost, gradient boost, xgBoost) clustering (kMeans) Main tasks: - Create assignments for participants in the course. We have an existing structure for the assignments and two example. Therefore, the main task is to search for new data sets for the assignments and adjust it to the new data. Maybe slight changes on the assignment structure is needed. - Correction of the assignments by participants: the participants of the ...

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    ...have not been finalized yet and I'm hoping to have discussions with the successful candidate to find the best fitting model. - You don't need to design or develop machine-learning models. Requirements: - Previous experience of integrating machine learning models into Android applications. - Understanding of different machine learning models, including but not limited to supervised learning, unsupervised learning and deep learning. - Familiarity with collecting and labelling datasets, which will be our method for training and testing the machine-learning model. - Ability to work independently, with little supervision, and take ownership of the project whilst working in collaboration with me. If you have the necessary skills and experience, I'd love to hear fro...

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    As someone who is managing a business, I am seeking an experienced Data Analyst to dive deep into my company's financial data. Your main task will be to utilize cluster analysis techniques, to unearth crucial insights for future operational decisions. Ideal Skills and Experience: - Proficient in using advanced clustering analysis methods - Comprehensive knowledge of financial data analysis - Experience in creating data-driven operational strategies - Proven ability to create clear and comprehensive reports Ultimately, your analysis will be an essential driver of our operational tactics, making this a vital role for our company. Your keen eye for detail and exceptional analytical skills will be valuable assets, as we seek to optimize and streamline our business operations.

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    You are expected to assume the role of a brand manager of any one firm and perform brand preference analysis. For the analysis, extract relevant data of three firms. Treat one of them as a focal firm and the other two as competing firms. Analyse customer behaviour patterns and present your recommendations for the management of the focal firm. You are expected to use at least 250 reviews of each selected firm (not more than 1 year old review data). You may choose 3 different firms or 3 different units of the same firm. e.g., Taj hotel reviews across 3 different cities or reviews of 3 different hotels. For collecting recent review data, you are allowed to take external help (publicly available crawler scripts, scripts from your group members or batchmates). The actual data analysis scripts a...

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    I'm looking for an experienced OMNeT++ developer who can implement the LEACH (Low-Energy Adaptive Clustering Hierarchy) protocol for me. The main focus of the project is to improve the energy efficiency of a wireless sensor network which should help to extend the overall lifespan of the network. Here are the skills and experience I'm after: - Proven experience with OMNeT++ - Expertise in implementing networking protocols, particularly in wireless sensor networks - Solid understanding of the LEACH protocol - Knowledge about energy efficiency in wireless sensor networks All in all, the successful completion of this task involves designing and implementing the LEACH protocol using OMNeT++, with a clear focus on achieving energy efficiency in the network.

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    ML Engineer Responsibilities - Develop all data processing logic, combinations, and pathways for data preparation. - Implement ML models for clustering for outlier detection & removal. - Data ingestion pipeline requirements - Design & implementation of data science side of the entire Data Preprocessing Funnel Requirements - Proven experience as an ML Engineer or similar role. - Proficient in Python & related ML tools. - Familiar with ML algos. - Knowledge of statistical basis of ML models. - Ability to work independently and as part of a team. - Excellent communication and problem-solving skills. - Attention to detail and quality.

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    ...understanding of machine learning algorithms and ChatGPT. The end goal is to create an automatic segmentation tool that will efficiently handle the segmentation process, specifically for numeric and categorical data. Ideal skills and experience: - Proficient in Python - Experience with machine learning algorithms - Knowledge of ChatGPT Specifically, I require the tool to: - Run segmentation or clustering independently - Accurately identify essential variables - Discard redundant variables - Iterate through available variables - Provide the optimal output results The tool should leverage machine learning algorithms to decide on the importance of variables. The ambition is to enhance the efficiency and accuracy of the segmentation process. Mastery in Python and machine learning...

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    I'm currently looking for a Data Scientist who is skilled in Python and experienced in implementing unsupervised learning, specifically, the Hierarchical Clustering algorithm. This project involves clustering numerical data and I require: - The development of a Python script that implements Hierarchical Clustering. - Expertise in handling numerical data sets and understanding of their unique characteristics in the context of clustering. - Deliverable in the form of a Dendrogram visual representation and the resultant grouped data sets. Your strong understanding of machine learning and data wrangling scripts would be ideal to accomplish this. Understanding of data visualization techniques would also be desirable. Please bid accurately based on these...

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    I'm urgently in need of a Python specialist with deep knowledge in machine learning tasks. While I don't have a preference on the kind of machine learning tasks (be it supervised, unsupervised, or reinforcement learning), I'm interested in: - Developing models to uncover patterns and predictions. - Fine-tuning pre-existing models for better performance. The ideal freelancer would be proficient in using Python for machine learning and is available to start immediately. Experience in data analysis and web scraping would be a plus, but the main focus is on machine learning. The project timeline is pressing so promptness in execution will be appreciated. Ultimately, the goal is to develop functional machine learning models that can enhance predictive power.

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    I'm seeking a proficient data scientist to develop an unsupervised learning algorithm in Databricks. The primary aim of this project comprises three-fold: data classification, anomaly detection, and clustering. The algorithm will majorly handle numerical data, so experience with this type of data is crucial. The project will involve working with a medium-sized dataset - between 1,000 and 10,000 samples. Ideal Skills and Experience: - Proficiency in unsupervised learning algorithms - Extensive experience with numerical data - Proficiency in Databricks - Experience handling medium-size datasets. Your primary responsibility will be creating an actionable, precise algorithm that can effectively classify the data, discern anomalies, and cluster data accordingly. Q...

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    *** Just so you know, applicants are asked to include detailed project proposals out...concepts clearly and concisely. 9. Proficiency in Microsoft Office Suite and other relevant software applications. 10. Ability to work efficiently under tight deadlines and prioritize tasks effectively. 11. Flexibility to adapt to changing priorities and handle multiple projects simultaneously. 12. Legal Drafting 13. Memorandum 14: Draft Civil Claims 15. Strong attention to detail and can work unsupervised This position offers a challenging yet rewarding opportunity for a Legal Assistant with expertise in both general legal research and specialized knowledge in Canadian criminal law. If you meet the qualifications and are seeking a dynamic role in a fast-paced legal environment, we encourage you...

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    *** Just so you know, applicants are asked to include detailed project proposals out...concepts clearly and concisely. 9. Proficiency in Microsoft Office Suite and other relevant software applications. 10. Ability to work efficiently under tight deadlines and prioritize tasks effectively. 11. Flexibility to adapt to changing priorities and handle multiple projects simultaneously. 12. Legal Drafting 13. Memorandum 14: Draft Civil Claims 15. Strong attention to detail and can work unsupervised This position offers a challenging yet rewarding opportunity for a Legal Assistant with expertise in both general legal research and specialized knowledge in Canadian criminal law. If you meet the qualifications and are seeking a dynamic role in a fast-paced legal environment, we encourage you...

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    ...experience in LSTM models. - Understanding of IoT security challenges and familiarity with common security threats. - Experience in conducting research and development (R&D) projects, preferably related to IoT. - Ability to simulate IoT environments and anomalies for model training and testing. - Knowledge of programming languages and tools relevant to machine learning and IoT (e.g., Python, TensorFlow, Keras). - Strong analytical and problem-solving skills, especially in anomaly detection and security. ### Project Goals: - To develop an LSTM model that can accurately identify security anomalies in simulated IoT environments. - To contribute to the body of knowledge in IoT security by addressing the lack of efficient security anomaly detection systems. This project is an ex...

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    I'm urgently in need of assistance with the development of a machine learning model using Python and Spark. Key tasks and re...development of a machine learning model using Python and Spark. Key tasks and responsibilities will involve: - Understanding the project requirements and preparing a workflow. - Building efficient machine learning algorithms for model development. The specific type of model isn't determined yet, so it's critical for you to have broad expertise in different ML models – classification, regression, clustering and more. The ideal candidate should possess strong skills in Python and Apache Spark, with a rich experience in machine learning. An ability to deliver high-quality work under tight deadlines is also vital. Please reach out if thi...

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    ...application that leverages computer vision technologies for gesture recognition. This project involves the classification, detection, tracing, and segmentation of specific gestures - namely hand waving, and an interesting challenge, the detection of street banner installation activities. I need a summary of the application field, data type, data no, and details for each dataset; framework (tensorflow, keras, pytorch); architecture (ex. yolo, ResNet, pre-trained); MI output results, score and reports, in addition to the actual data db. ; **Core Project Requirements:** - The system must proficiently identify and classify 'hand waving' gestures and activities akin to 'street banner installations'. - It needs to run seamlessly on both Windows and Linux platforms, ...

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    ...be it Object Detection, Facial Recognition, or Image Classification. I am open to any of these as long as the project is innovative and challenging. - **Dataset:** Utilization of a publicly available dataset for the project to ensure accessibility and feasibility. ### Skills and Experience Required: - **Technical Proficiency** in Python and familiarity with AI & ML libraries such as TensorFlow, Keras, or PyTorch. - **Experience** in working with computer vision projects, especially those that involve object detection, facial recognition, or image classification. - **Ability to Conduct Research** to select the most suitable publicly available dataset for the project. - **Report Writing Skills** to compile the project's findings, methodologies, and results into a comprehe...

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    ...diabetic retinopathy using image data. This project aims to leverage the potential of AI in medical diagnostics, with a focus on enhancing the precision and reliability of diabetic retinopathy identification. ### Ideal Skills and Experience: - Proficient in AI and ML technologies, with a strong emphasis on image processing and classification algorithms. - Extensive experience with Python, TensorFlow, Keras, or similar frameworks. - Background in medical imaging, computer vision, or related fields. - Familiarity with dataset augmentation and handling large volumes of image data. - Proven track record of developing high-accuracy ML models, preferably in healthcare. ### Requirements: - Develop an ML model capable of accurately classifying diabetic retinopathy from retinal images. ...

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    I am looking for an experienced data scientist to utilize clustering techniques, ideally DBSCAN, for the segmentation of delivery areas. This project aims to construct delivery areas automatically, incorporating multiple dimensions including coordinates, weight/units, and road distances, type of delivery: Pickup/delivery. These factors are critical for optimizing the efficiency and effectiveness of our delivery operations. **Key Requirements:** - Strong proficiency in Python, as it is the preferred programming language for this project. - Previous experience with clustering, particularly with the DBSCAN algorithm, applied to real-world logistics or geographical data. - Ability to work with diverse data sources such as GPS coordinates, delivery records, and road network data....

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    I want an instructor to teach me machine learning (ML) using Python. My experience in Python is 1 out of 10. I want to learn how to build a regression model as well as a classification model. Hence, I want to focus on supervised learning. Moreover,...of 10. I want to learn how to build a regression model as well as a classification model. Hence, I want to focus on supervised learning. Moreover, I want to learn the following algorithms "GB, AdaBoost, RF, ANN, DT, SVM, kNN,and LR. Additionally, I want to learn how to do feature engineering to specify the most relevant parameters to my output. Finally, I want to learn but not in deep about unsupervised learning to be able to do at least a simple model. My budget is small, and I want one session per week, and I want to learn that...

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