urn:noticeable:projects:oiVCdf5GPyS3ntK236bPSkills Network Catalog Updatescatalog.skills.network2024-06-11T12:05:54.774ZCopyright © Skills Network CatalogNoticeablehttps://storage.noticeable.io/projects/oiVCdf5GPyS3ntK236bP/newspages/m4LinV0dftL7eksJWT7G/01hzt0garbys6s85ewdk4mmtfy-header-logo.pnghttps://storage.noticeable.io/projects/oiVCdf5GPyS3ntK236bP/newspages/m4LinV0dftL7eksJWT7G/01hzt0garbys6s85ewdk4mmtfy-header-logo.png#8b3dfcffurn:noticeable:publications:aYmUqIk61QrKFzfxXRJD2024-06-11T12:05:54Z2024-06-11T12:05:54.774ZJune 11, 2024 UpdatesUpdates made to the Skills Network Catalog for the week of June 11, 2024<h1 id="whats-new-in-our-catalog">What's New in Our Catalog</h1> <h2 id="newest-releases">Newest Releases</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0BCXEN+v1.png" alt="GPXX0BCXEN banner"> <strong>Predict credit defaults with random forest using Python</strong> | <a rel="nofollow" href="https://catalog.skills.network/4800?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.june-11-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.aYmUqIk61QrKFzfxXRJD&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Build a predictive model using Python, pandas, and scikit-learn's random forest algorithm for financial risk management. This hands-on project covers data preprocessing, model fitting, and performance evaluation. Learn hyperparameter tuning to enhance model robustness. Perfect for data science enthusiasts and financial analysts, this 30-minute project transforms your data into actionable insights for predicting credit defaults, showcasing the real-world power of machine learning in banking.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0PGUEN+v1.jpeg" alt="GPXX0PGUEN banner"> <strong>Fine-tune a transformer-based neural network with PyTorch</strong> | <a rel="nofollow" href="https://catalog.skills.network/4803?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.june-11-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.aYmUqIk61QrKFzfxXRJD&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Master the art of fine-tuning a transformer-based neural network using PyTorch. Discover the power of transfer learning as you meticulously fine-tune the entire neural network, comparing it to the more focused approach of fine-tuning just the final layer. Unlock this essential skill by immersing yourself in this end-to-end hands-on project today!</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0WJREN+v1.jpeg" alt="GPXX0WJREN banner"> <strong>Efficient fine-tuning of neural nets using LoRA and PyTorch</strong> | <a rel="nofollow" href="https://catalog.skills.network/4747?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.june-11-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.aYmUqIk61QrKFzfxXRJD&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Fine-tune neural networks using Low-Rank Adaptation (LoRA) in Python and PyTorch. Start by pretraining a model on the AG News data set, which allows it to develop extensive news categorization skills. Then apply LoRA to further refine this model on the IMDB data set, with a focus on sentiment analysis. Discover how LoRA delivers outstanding results while training a smaller number of parameters compared to traditional fine-tuning approaches.</p> urn:noticeable:publications:o7oldDYVeD46CIoZDXT62024-06-04T12:27:44Z2024-06-07T19:23:04.294ZSkills Network Catalog: June 4, 2024 UpdatesUpdates made to the Skills Network Catalog for the week of June 4, 2024<h1>What's New in Our Catalog</h1><h2>Newest Releases</h2><p></p><figure><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0A5HEN+v1.jpg" alt="GPXX0A5HEN banner" loading="lazy" title="GPXX0A5HEN banner"></figure> <strong>Solve real problems with LLMs: Create a Customer Support App</strong> | <a href="https://catalog.skills.network/4690?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-june-4-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.o7oldDYVeD46CIoZDXT6&amp;utm_medium=newspage" rel="nofollow">View in the Skills Network Catalog</a><p></p><p>Learn all the fundamentals to go from zero to creating an end-to-end LLM application that solves a real problem - this ain't your grandma's chatbot! Leverage watsonx, LangChain, Llama2, Llama3, Mixtral and much more. Enhance your skills in artificial intelligence in this Beginner-level guided project.</p><h2>Updates</h2><p></p><figure><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+JS0211EN+v1_Coursera.png" alt="JS0211EN banner" loading="lazy" title="JS0211EN banner"></figure> <strong>Intermediate Back-end Development with Node and MongoDB</strong> | <a href="https://catalog.skills.network/3936?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-june-4-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.o7oldDYVeD46CIoZDXT6&amp;utm_medium=newspage" rel="nofollow">View in the Skills Network Catalog</a><p></p><p>Node is the first choice for developing server-side applications as it allows for cross-platform application development. When connected with databases, Node revolutionizes the development of web applications, enabling robust and scalable data manipulation.</p>urn:noticeable:publications:7j2uXkzwZ6pw771vkimp2024-05-28T12:05:30Z2024-05-28T12:05:30.679ZSkills Network Catalog: May 28, 2024 UpdatesUpdates made to the Skills Network Catalog for the week of May 28, 2024<h1 id="whats-new-in-our-catalog">What's New in Our Catalog</h1> <h2 id="updates">Updates</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0HQUEN+v1.png" alt="GPXX0HQUEN banner"> <strong>Unleashing the Power of XGBoost for Regression in Python</strong> | <a rel="nofollow" href="https://catalog.skills.network/4607?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-28-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.7j2uXkzwZ6pw771vkimp&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>XGBoost is a foundational algorithm for regression tasks and is efficient in handling diverse data and complex relationships. Harness the power of XGBoost, renowned for its speed and effectiveness, and its machine learning capabilities for building an environmental monitoring application.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0ONEEN+v1.png" alt="GPXX0ONEEN banner"> <strong>Classify default payments using SVM with Python</strong> | <a rel="nofollow" href="https://catalog.skills.network/4629?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-28-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.7j2uXkzwZ6pw771vkimp&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Explore Support Vector Machines (SVMs) with Python, a popular algorithm in classification tasks, with an application of machine learning in predictive modelling. Using a robust dataset featuring critical client attributes, we will predict whether or not a client will default their payment the following month. Through hands-on exercises, learn how to classify data with SVMs, optimize your model with hyperparameter tuning, and reduce data dimensionality.</p> urn:noticeable:publications:eGM7IaDo8ORRR4wnFX8X2024-05-21T12:05:30Z2024-05-21T12:05:31.845ZSkills Network Catalog: May 21, 2024 UpdatesUpdates made to the Skills Network Catalog for the week of May 21, 2024<h1 id="whats-new-in-our-catalog">What's New in Our Catalog</h1> <h2 id="updates">Updates</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0OU4EN+v1.jpeg" alt="GPXX0OU4EN banner"> <strong>Create an AI agent to plot your data using natural language</strong> | <a rel="nofollow" href="https://catalog.skills.network/4601?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-21-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.eGM7IaDo8ORRR4wnFX8X&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Use Langchain, Llama 3, and pandas to transform your data into interactive, visual conversations. Learn to build a conversational agent that dynamically generates data visualizations from natural language queries. Enhance decision-making with timely insights and make complex data analysis accessible to all team members. Improve your data-driven strategies with cutting-edge conversational AI and visualization tools. Navigate and manipulate large datasets using conversational queries, preparing you for advanced data analysis scenarios.</p> urn:noticeable:publications:3EJJpxhvrKuhCG6N3HkB2024-05-07T12:05:29Z2024-05-07T12:05:29.867ZSkills Network Catalog: May 7, 2024 UpdatesUpdates made to the Skills Network Catalog for the week of May 7, 2024<h1 id="whats-new-in-our-catalog">What's New in Our Catalog</h1> <h2 id="newest-releases">Newest Releases</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/Hadoop%20-%20Moving%20Data.png" alt="BD0131ZH banner"> <strong>迁移数据至Hadoop(中文)</strong> | <a rel="nofollow" href="https://catalog.skills.network/208?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>迁移数据至Hadoop(中文)</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/Controlling%20Hadoop%20Jobs%20using%20Oozie.png" alt="BD0133ZH banner"> <strong>使用 Oozie 控制 Hadoop 作业</strong> | <a rel="nofollow" href="https://catalog.skills.network/223?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>使用 Oozie 控制 Hadoop 作业</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/md5-6687b57354114713efdb07040f5c4ce9-course_card.png" alt="GPXX0E9QEN banner"> <strong>Legit Info - Call for Code for Racial Justice Open Source Project</strong> | <a rel="nofollow" href="https://catalog.skills.network/1005?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Legit Info is a web-based application written in Python programming language, using the Django framework and Bootstrap user interface styling. Its primary goal is to help advocates find legislation of interest based on an advocate's preferences for impact areas and geographical location.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/md5-05c3b55cb0be0a0a97cced09135de517-course_card.jpeg" alt="GPXX0U2FEN banner"> <strong>Performing CRUD Operations with Python</strong> | <a rel="nofollow" href="https://catalog.skills.network/2077?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Flask is a popular Python web framework that provides useful tools and features for web development. In this guided project, you will create an application to perform create-read-update-delete (CRUD) operations using a Flask server.</p> <h2 id="updates">Updates</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+AI0110EN+v1.png" alt="AI0110EN banner"> <strong>AI Ethics</strong> | <a rel="nofollow" href="https://catalog.skills.network/2415?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Artificial Intelligence (AI) presents many exciting opportunities for businesses. At the same time it has also put in focus potential ethical problems. In this course on AI Ethics as we delve into today's AI concerns, explore biases, navigate regulations, and learn the concept of trust in the AI world.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/md5-1b490fc1f8c957891763e4a5c9f92d27-course_card.png" alt="AI0112EN banner"> <strong>Classification with PyTorch</strong> | <a rel="nofollow" href="https://catalog.skills.network/2546?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Designed for students and enthusiasts, this course equips you with the knowledge and practical skills to build powerful and accurate classification models using PyTorch. It offers a hands-on learning experience, allowing you to apply your knowledge through coding exercises and lessons so by the end of the course, you will possess the skills to build, train, and evaluate classification models using PyTorch. "Classification with PyTorch" is a part of a PyTorch Learning Path, check Prerequisites.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/md5-3d02d14f68151bcfe2d012a8776a3035-course_card.png" alt="AI0113EN banner"> <strong>Convolutional Neural Networks with PyTorch</strong> | <a rel="nofollow" href="https://catalog.skills.network/2550?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>In this course you will gain practical skills to tackle real-world image analysis and computer vision challenges using PyTorch. Uncover the power of Convolutional Neural Networks (CNNs) and explore the fundamentals of convolution, max pooling, and convolutional networks. Learn to train your models with GPUs and leverage pre-trained networks for transfer learning. . Note, this course is a part of a PyTorch Learning Path, check Prerequisites Section.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/md5-e23d8913519a1d3d62d4f06b1a7dca65-course_card.png" alt="AI0116EN banner"> <strong>Linear Regression with PyTorch</strong> | <a rel="nofollow" href="https://catalog.skills.network/2548?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Linear regression is one of the most used technique for prediction. This course will give you a comprehensive understanding of linear regression modelling using the PyTorch framework. Equipped with these skills, you will be prepared to tackle real-world regression problems and utilize PyTorch effectively for predictive analysis tasks. It focuses specifically on the implementation and practical application of linear regression algorithms for predictive analysis. Note, this course is a part of a PyTorch Learning Path, find more in the Prerequisites Section.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/md5-83a07632754fae6e89f6e68dd1cf1ce8-course_card.png" alt="GPXX0E3SEN banner"> <strong>Refactoring to microservices with open-source AI technology</strong> | <a rel="nofollow" href="https://catalog.skills.network/2148?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>CARGO: AI-driven dependency analysis for migrating monolithic Java applications to microservices</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/md5-d80c0f018c18ebcc25e1d7b393be674d-course_card.png" alt="AI0114EN banner"> <strong>Build a Neural Network with PyTorch</strong> | <a rel="nofollow" href="https://catalog.skills.network/2549?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>In this course, you will be focusing on how PyTorch creates and Neural Network optimizes models. We will quickly iterate through different aspects of PyTorch Neural Networks, giving you strong foundations and all the prerequisites you need to build deep learning models. Designed for students and professionals interested in machine learning and deep learning, this course offers a comprehensive understanding of the theory and practical applications of building and deploying neural networks. Note, this course is a part of a PyTorch Learning Path, check Prerequisites section.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/dsbc-logo.png" alt="DX0111EN banner"> <strong>Data Science Bootcamp with Python for Banking Professionals</strong> | <a rel="nofollow" href="https://catalog.skills.network/124?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-may-7-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.3EJJpxhvrKuhCG6N3HkB&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>This is an in-person, multi-day, intensive Data Science Bootcamp by IBM Cognitive Class. Taught by data scientists at IBM, this hands-on bootcamp enables beginners to analyze, visualize, model data. This bootcamp is made available on a limited basis, through BNP-Paribas.</p> urn:noticeable:publications:CpMp3YDJQeJHHajLkfM12024-04-30T12:04:49Z2024-04-30T12:04:49.760ZSkills Network Catalog: April 30, 2024 UpdatesUpdates made to the Skills Network Catalog for the week of April 30, 2024<h1 id="whats-new-in-our-catalog">What's New in Our Catalog</h1> <h2 id="newest-releases">Newest Releases</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX08S7EN+v1.png" alt="GPXX08S7EN banner"> <strong>PyGWalker: Unlocking the secrets of FIFA World Cup data</strong> | <a rel="nofollow" href="https://catalog.skills.network/4430?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-30-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.CpMp3YDJQeJHHajLkfM1&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Uncover the hidden secrets within FIFA World Cup data using the PygWalker Python library, which generates dynamic dashboards and reports within Jupyter Notebook. This innovative tool brings the power of a Tableau-like user interface to your Jupyter Notebook environment. Bid farewell to the constraints of traditional data analysis workflows and embrace the seamless integration of PyGWalker's user interface in your notebooks. PyGWalker appears to offer data scientists a user-friendly interface for tasks such as visualization, data cleaning, annotation, and even natural language queries.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0EYHEN+v1.jpg" alt="GPXX0EYHEN banner"> <strong>Write Llama 3 Prompts Like a Pro</strong> | <a rel="nofollow" href="https://catalog.skills.network/4428?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-30-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.CpMp3YDJQeJHHajLkfM1&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Llama 3 is a state-of-the-art, open-source LLM that outperformed GPT-3.5, the model behind the free version of ChatGPT, on a variety of benchmarks. To get the most out of Llama 3, a special prompt format should be used. This project provides instructions on the optimal way to interact with Llama 3 to ensure you receive the best possible responses.</p> urn:noticeable:publications:DkIGu0toKWZu8JPHhJmj2024-04-23T12:05:49Z2024-04-23T12:05:50.406ZSkills Network Catalog: April 23, 2024 UpdatesUpdates made to the Skills Network Catalog for the week of April 23, 2024<h1 id="whats-new-in-our-catalog">What's New in Our Catalog</h1> <h2 id="newest-releases">Newest Releases</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0ZIJEN+v1.png" alt="GPXX0ZIJEN banner"> <strong>Discovering roots with the Porter stemming algorithm</strong> | <a rel="nofollow" href="https://catalog.skills.network/4291?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Explore the Natural Language Processing (NLP) technique, stemming, with the Porter stemming algorithm. Learn about the different types of stemming and how its used in search engines and spell checking by using Buddha's text file for practical application. Stemming is used to reduce words to their root or base form, known as the "stem." This NLP technique involves removing suffixes and prefixes from words to normalize them, allowing different variations of the same word to be treated as equivalent.</p> <h2 id="updates">Updates</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX08LVUK+v1.png" alt="GPXX08LVUK banner"> <strong>Основи візуалізації аналізу даних в банківській справі</strong> | <a rel="nofollow" href="https://catalog.skills.network/2693?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Метою цієї лабораторної роботи є опанування візуального аналізу даних у банківській справі для моделей машинного навчання.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0Y43RU+v1.png" alt="GPXX0Y43RU banner"> <strong>Прогнозирование с использованием нейронных сетей</strong> | <a rel="nofollow" href="https://catalog.skills.network/2996?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Эта лабораторная работа посвящена изучению прогнозирования динамики распространения COVID-19 в мире с помощью нейронных сетей разной структуры. Цель работы - научиться делать прогнозы на основе линейной регрессии, обратного распространения ошибки и нейронных сетей с долгой краткосрочной памятью (long short-term memory - LSTM).</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0MWFRU+v1.png" alt="GPXX0MWFRU banner"> <strong>Расширенная классификация с машинным обучением</strong> | <a rel="nofollow" href="https://catalog.skills.network/2997?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Эта лабораторная работа посвящена применению прогрессивных методов анализа больших данных к исследованию распространения COVID-19 в мире. Рассматриваются методы распознавания изображения на рентгеновском снимке грудной клетки, для прогнозирования диагноза.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0NN8UK+v1.png" alt="GPXX0NN8UK banner"> <strong>Основи аналізу даних в банківській справі</strong> | <a rel="nofollow" href="https://catalog.skills.network/2573?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Мета цієї лабораторної роботи – освоїти попередній аналіз даних (EDA) у банківській сфері за допомогою платформи Pandas.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0CUBUK+v1.png" alt="GPXX0CUBUK banner"> <strong>Підготовка даних та базовий статистичний аналіз</strong> | <a rel="nofollow" href="https://catalog.skills.network/2689?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Ця лабораторна робота присвячена завантаженню, попередній підготовці, базовому статистичному аналізу та візуалізації у сфері маркетингу на основі персональних анонімних даних покупців та впливу на продажі маркетингових компаній. Ціль полягає в тому, щоб визначити вплив маркетингових компаній на різні групи покупців.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX05L4UK+v1.png" alt="GPXX05L4UK banner"> <strong>Класифікація поведінки клієнтів в банку</strong> | <a rel="nofollow" href="https://catalog.skills.network/2572?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Метою лабораторної роботи є вивчення методів класифікації клієнтів у банківській справі згідно моделей машинного навчання.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX06EOUK+v1.png" alt="GPXX06EOUK banner"> <strong>Базовий статистичний аналіз та геовізуалізація</strong> | <a rel="nofollow" href="https://catalog.skills.network/2717?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Метою роботи є навчитись завантажувати, здійснювати попередню обробку та статистичний аналіз економічних показників для сільського господарства та створювати інтерактивні мапи, які показують динаміку зміни цін.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0H4MUK+v1.png" alt="GPXX0H4MUK banner"> <strong>Прогнозування з використанням нейронних мереж</strong> | <a rel="nofollow" href="https://catalog.skills.network/2698?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Лабораторна робота присвячена прогнозуванню динаміки поширення COVID-19 у світі за допомогою нейронних мереж різних структур. Мета роботи - навчитися робити прогнози на основі лінійної регресії, нейронних мереж зворотного поширення помилки та довгої короткострокової пам’яті (long short-term memory - LSTM)</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX014GRU+v1.png" alt="GPXX014GRU banner"> <strong>Базовый статистический анализ и геовизуализация</strong> | <a rel="nofollow" href="https://catalog.skills.network/2943?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Лабораторная работа посвящена изучению того, как загружать, предварительно подготавливать и осуществлять статистический анализ экономических показателей для сельского хозяйства, а также созданию интерактивных карт, показывающих динамику цен.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0CFMRU+v1.png" alt="GPXX0CFMRU banner"> <strong>Классификация в землепользовании для Сельского Хозяйства</strong> | <a rel="nofollow" href="https://catalog.skills.network/2954?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>В этой лабораторной работе мы изучим методы классификации типов землепользования на основе аэрофотоснимков и спутниковых фотографий земной поверхности. Мы научимся создавать собственные фотомаски на основе готовых масок и отображать их на экране.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0PVVUK+v1.png" alt="GPXX0PVVUK banner"> <strong>Прогнозування з використанням нейронних мереж</strong> | <a rel="nofollow" href="https://catalog.skills.network/2687?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Дана лабораторна робота присвячена вивченню прогнозування на основі методів аналізу великих даних на прикладі продажів пестицидів. В процесі виконання ви навчитеся робити прогнози за допомогою лінійної регресії та двох фреймфорків для побудови нейронних мереж, а також зможете отримувати статистичні дані та порівнювати результати.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX01HDRU+v1.png" alt="GPXX01HDRU banner"> <strong>Базовый статистический анализ для здравоохранения</strong> | <a rel="nofollow" href="https://catalog.skills.network/3712?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Лабораторная работа посвящена изучению возможностей встроеных библиотек Python для загрузки, пребварительной подготовки и проведения статистического анализа результатов тестов ELISA, а также собраной информации об IgG и IgM, вакцинации против гриппа, вакцинации против туберкулеза, предыдущих заболеваниях и группе крови у респондентов.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX03OBRU+v1.png" alt="GPXX03OBRU banner"> <strong>Классификация изображений с помощью машинного обучения</strong> | <a rel="nofollow" href="https://catalog.skills.network/2949?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>В этой лабораторной работе будет изучено, каким образом можно классифицировать качество сельскохозяйственной продукции на основе фотографий. На примере оценки качества лимонов будет показано, как формировать набор данных из фотографий и сравнивать разные типы классификаторов. В конце будет создан отчет, который формирует набор данных качества лимонов.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0APZUK+v1.png" alt="GPXX0APZUK banner"> <strong>Основи класифікації</strong> | <a rel="nofollow" href="https://catalog.skills.network/2570?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Навчіться класифікувати дані у рамках технологій машинного навчання, штучного інтелекту і науки про дані. Основи класифікації дадуть вам глибоке знання у цих галузях.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX080JUK+v1.png" alt="GPXX080JUK banner"> <strong>Прогнозування та візуалізація ГЕО для охорони здоров'я</strong> | <a rel="nofollow" href="https://catalog.skills.network/2696?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Дана лабораторна робота присвячена вивченню основних алгоритмів аналізу великих обсягів даних на прикладі поширення COVID-19 у світі. Розглянуто можливості прогнозування на основі лінійної регресії, отримання статистики та створення інтерактивної мапи, що показує динаміку поширення вірусу.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0V86UK+v1.png" alt="GPXX0V86UK banner"> <strong>Аналіз ринкового кошика в маркетингу</strong> | <a rel="nofollow" href="https://catalog.skills.network/2624?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Ця лабораторна робота присвячена аналізу споживчого кошика на основі набору даних, пекарні The Bread Basket, розташованої в Единбурзі. Набір даних містить 20507 записів, понад 9000 транзакцій та 4 стовпці.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX073OUK+v1.png" alt="GPXX073OUK banner"> <strong>Розширений аналіз машинного навчання в маркетингу</strong> | <a rel="nofollow" href="https://catalog.skills.network/2569?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Ця лабораторна робота присвячена вивченню передових методів машинного навчання для аналізу роздрібної торгівлі на основі даних продажу для 45 магазинів за 3 роки, розташованих у різних регіонах — кожен магазин складається з кількох відділів.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0JM5UK+v1.png" alt="GPXX0JM5UK banner"> <strong>Прогноз поведінки клієнта за допомогою машинного навчання</strong> | <a rel="nofollow" href="https://catalog.skills.network/2626?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Метою цієї лабораторної роботи є розробка різних типів класифікаторів на основі штучного інтелекту та їх ансамблів для класифікації клієнтів у банківській справі.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0DGZUK+v1.png" alt="GPXX0DGZUK banner"> <strong>Класифікація зображень за допомогою машинного навчання</strong> | <a rel="nofollow" href="https://catalog.skills.network/2695?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>У цій лабораторній роботі буде вивчено, як можна класифікувати якість сільськогосподарської продукції на основі фотографій. На прикладі оцінки якості лимонів буде показано, як формувати набір даних із фотографій та порівнювати різні типи класифікаторів. Наприкінці буде створено звіт, який формує набір даних якості лимонів.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0EZMUK+v1.png" alt="GPXX0EZMUK banner"> <strong>Розширена класифікація з використанням машинного навчання</strong> | <a rel="nofollow" href="https://catalog.skills.network/2852?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Ця лабораторна робота присвячена застосуванню прогресивних методів аналізу великих даних для дослідження поширення COVID-19 у світі. Розглядається метод розпізнавання зображення на рентгенівському знімку грудної клітки для прогнозування діагнозу.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0CR3RU+v1.png" alt="GPXX0CR3RU banner"> <strong>Прогнозирование для Сельского Хозяйства (с нейросетями)</strong> | <a rel="nofollow" href="https://catalog.skills.network/3711?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Эта лаборатораторная работа посвящена изучению прогнозирования на основе методов анализа больших данных на примере продаж пестицидов. В процессе выполнения вы научитесь делать прогнозы на основе линейной регрессии и двух фреймворков для построения нейронных сетей, а также сможете получать статистистические данные и сравнивать результаты.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0YVNEN+v1.jpg" alt="GPXX0YVNEN banner"> <strong>Create confusion matrices and compute metrics with Python</strong> | <a rel="nofollow" href="https://catalog.skills.network/4314?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Confusion matrices are a common and useful technique for classification tasks. They provide a perspective on the accuracy and effectiveness of algorithms. In this project, work with confusion matrices and classification accuracy as we analyze the effectiveness of spam detection. Uncover valuable insights into sensitivity, specificity, accuracy, and precision. Join us on a journey of discovery through the matrix of classification metrics for some effective spam detection.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0AFDUK+v1.png" alt="GPXX0AFDUK banner"> <strong>Класифікація у землекористуванні</strong> | <a rel="nofollow" href="https://catalog.skills.network/2694?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>В цій лабораторній роботі дослідимо методи класифікації типів землекористування на аерофотознімках та супутникових знімках. Навчимось створювати власні фотомаски на основі масок і відображати їх на екрані.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX07UYRU+v1.png" alt="GPXX07UYRU banner"> <strong>Прогнозирование и ГЕО визуализация для Здравоохранения</strong> | <a rel="nofollow" href="https://catalog.skills.network/2947?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Лабораторная работа посвящена тому, как можна провести базовый анализ Больших данных о распространении COVID-19 в мире. Рассмотрены возможности прогнозирования на основе линейной регрессии, получения статистических характеристик и создания интерактивных карт, показывающих динамику распространения вируса.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0Z0JEN+v1.jpg" alt="GPXX0Z0JEN banner"> <strong>Group your data: Clustering using Python and scikit-learn</strong> | <a rel="nofollow" href="https://catalog.skills.network/4317?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-23-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.DkIGu0toKWZu8JPHhJmj&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Explore machine learning clustering methods with Python and scikit-learn, including K-means, hierarchical, and DBSCAN, and learn cluster visualization techniques using the Plotly and Seaborn libraries. This course equips you with the skills to uncover patterns in data and make insightful discoveries, enabling you to build targeted recommenders, identify hidden features, and detect anomalies within your own data.</p> urn:noticeable:publications:nUFfuEa2trhItbAhs2mm2024-04-16T12:05:10Z2024-04-16T12:05:10.574ZSkills Network Catalog: April 16, 2024 UpdatesUpdates made to the Skills Network Catalog for the week of April 16, 2024<h1 id="whats-new-in-our-catalog">What's New in Our Catalog</h1> <h2 id="updates">Updates</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+AI0109EN+v1.png" alt="AI0109EN banner"> <strong>AI Concepts</strong> | <a rel="nofollow" href="https://catalog.skills.network/2412?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-16-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.nUFfuEa2trhItbAhs2mm&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Learn the foundational concepts of Artificial Intelligence. Understand and discuss terms like machine learning, deep learning, and neural networks. Become familiar with fields of applications in AI including NLP, speech recognition, computer vision, and self-driving cars. This course is perfect for everyone including professionals, managers, executives and students.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0YTTUK+v1.png" alt="GPXX0YTTUK banner"> <strong>Аналіз ринкового кошика для роздрібної торгівлі</strong> | <a rel="nofollow" href="https://catalog.skills.network/2625?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-16-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.nUFfuEa2trhItbAhs2mm&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Ця лабораторна робота присвячена аналізу споживчого кошика на основі набору даних пекарні The Bread Basket, розташованої в Единбурзі. Набір даних містить 20507 записів, понад 9000 транзакцій та 4 стовпці.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX08YOUK+v1.png" alt="GPXX08YOUK banner"> <strong>Основи машинного навчання в роздрібній торгівлі</strong> | <a rel="nofollow" href="https://catalog.skills.network/2690?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-16-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.nUFfuEa2trhItbAhs2mm&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Ця лабораторна робота присвячена вивченню основних методів машинного навчання для аналізу роздрібної торгівлі на основі даних про світові ціни на продукти харчування отриманих із Всесвітньої продовольчої програми, що охоплюють такі продукти, як кукурудза, рис, боби, риба та цукор, для 76 країн та приблизно 1500 ринків.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBM+GPXX0HL6UK+v1.png" alt="GPXX0HL6UK banner"> <strong>Розширений аналіз машинного навчання для роздрібної торгівлі</strong> | <a rel="nofollow" href="https://catalog.skills.network/2688?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-16-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.nUFfuEa2trhItbAhs2mm&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Ця лабораторна робота присвячена вивченню передових методів машинного навчання для аналізу роздрібної торгівлі на основі історичних даних продажу для 45 магазинів, розташованих у різних регіонах — кожен магазин складається з кількох відділів.</p> urn:noticeable:publications:u0GajYPIcVq7AhSAKi8G2024-04-02T12:05:49Z2024-04-02T12:05:49.846ZSkills Network Catalog: April 2, 2024 UpdatesUpdates made to the Skills Network Catalog for the week of April 2, 2024<h1 id="whats-new-in-our-catalog">What's New in Our Catalog</h1> <h2 id="newest-releases">Newest Releases</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0FVDEN+v1.jpeg" alt="GPXX0FVDEN banner"> <strong>Summarize private documents using RAG, LangChain, and LLMs</strong> | <a rel="nofollow" href="https://catalog.skills.network/4149?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-2-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.u0GajYPIcVq7AhSAKi8G&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Use IBM watsonx.ai, LangChain, and RAG to enable LLMs to retrieve information from your own private document. Learn to split, embed, and summarize vast amounts of texts with advanced LLMs, crafting a smart agent that not only retrieves and condenses information, but also remembers your interactions. If you're looking to revolutionize data handling, this tutorial offers hands-on experience in AI-driven document management, setting a new standard in efficiency.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0OVFEN+v1.png" alt="GPXX0OVFEN banner"> <strong>Build an AI assistant for aircraft maintenance</strong> | <a rel="nofollow" href="https://catalog.skills.network/4137?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-2-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.u0GajYPIcVq7AhSAKi8G&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Create an AI assistant to parse data and retrieve complex private information for tasks like aircraft building. Learn to use RAG patterns with a powerful LLM (like Llama2), and create an effective user interface for data utilization.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+GPXX0HE1EN+v1.jpeg" alt="GPXX0HE1EN banner"> <strong>Exploratory Data Analysis (EDA) for Data Science and ML</strong> | <a rel="nofollow" href="https://catalog.skills.network/4121?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-2-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.u0GajYPIcVq7AhSAKi8G&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Exploratory Data Analysis (EDA) is a vital first step for any data science or machine learning project. Learn how to perform effective EDA for regression and classification! In this beginner-friendly, hands-on project you learn how basic EDA can provide vital insights into your data, and how you can use this information to improve your models.</p> <h2 id="updates">Updates</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/course-v1:IBMSkillsNetwork+AI0131EN+v1_Coursera.png" alt="AI0131EN banner"> <strong>Generative AI: Prompt Engineering Basics</strong> | <a rel="nofollow" href="https://catalog.skills.network/3153?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-april-2-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.u0GajYPIcVq7AhSAKi8G&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Learn how to improve the effectiveness of your AI by using the latest prompt engineering techniques. Apply best practices for creating prompts and explore examples of impactful prompts. Practice common prompt engineering techniques and approaches for writing effective prompts for different LLMs.</p> urn:noticeable:publications:W5KkZIxMlyGTGcoMuAov2024-03-19T12:05:52Z2024-03-19T12:05:53.118ZSkills Network Catalog: March 19, 2024 UpdatesUpdates made to the Skills Network Catalog for the week of March 19, 2024<h1 id="whats-new-in-our-catalog">What's New in Our Catalog</h1> <h2 id="newest-releases">Newest Releases</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/default_coursera_image.png" alt="CS0202EN banner"> <strong>Developing Applications with SQL, Databases, and Django</strong> | <a rel="nofollow" href="https://catalog.skills.network/4044?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-march-19-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.W5KkZIxMlyGTGcoMuAov&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Learn the fundamentals of databases and SQL to access, process, and present data with hands-on labs and a final project.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/default_coursera_image.png" alt="DS0101EN banner"> <strong>What is Data Science?</strong> | <a rel="nofollow" href="https://catalog.skills.network/4043?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-march-19-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.W5KkZIxMlyGTGcoMuAov&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>After taking this course you will be able to answer this question, and get a thorough understanding of what is Data Science, what data scientists do, and learn about career paths in the field.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/default_coursera_image.png" alt="DA0173EN banner"> <strong>Data Scientist Career Guide and Interview Preparation</strong> | <a rel="nofollow" href="https://catalog.skills.network/4045?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-march-19-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.W5KkZIxMlyGTGcoMuAov&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Gain the edge in the competitive data science job market! This course provides the essential tools and techniques to create job-seeking materials and ace interviews. Learn from experienced professionals to land the job you want!</p> <h2 id="updates">Updates</h2> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/ol_guides.jpg" alt="GPXX04TNEN banner"> <strong>Getting started with Open Liberty</strong> | <a rel="nofollow" href="https://catalog.skills.network/469?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-march-19-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.W5KkZIxMlyGTGcoMuAov&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Learn how to develop a Java application on Open Liberty with Maven and Docker.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/sppech2text.png" alt="GPXX04C6EN banner"> <strong>AI meeting companion: From voice to insight</strong> | <a rel="nofollow" href="https://catalog.skills.network/3942?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-march-19-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.W5KkZIxMlyGTGcoMuAov&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Create an app to capture audio (like lectures) and summarize it. Build the app using OpenAI Whisper (text to speech), then summarize it with an open source LLAMA 2 LLM hosted by IBM watsonx. You deploy the app in a serverless environment using IBM Cloud Code Engine.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/linear_discriminant_analysis_iris2.png" alt="GPXX0IAEEN banner"> <strong>Efficient models: reduce dimensionality with LDA in Python</strong> | <a rel="nofollow" href="https://catalog.skills.network/4071?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-march-19-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.W5KkZIxMlyGTGcoMuAov&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Understand and implement Linear Discriminant Analysis (LDA), one of the best ML methods for dimensionality reduction in classification tasks. Dimensionality reduction is a fundamental machine learning technique that is frequently used to improve the performance of prediction models, interpretability, and data visualization. This easy-to-follow, hands-on project walks you through understanding LDA, when it's most useful, and how to implement this dimensionality reduction technique using Python.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/ol_guides.jpg" alt="GPXX0JGFEN banner"> <strong>Building a simple RESTful Java microservice using JAX-RS and</strong> | <a rel="nofollow" href="https://catalog.skills.network/477?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-march-19-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.W5KkZIxMlyGTGcoMuAov&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Learn how to create a REST service with JAX-RS, JSON-B, and Open Liberty.</p> <p><img src="https://curator-production.s3.us.cloud-object-storage.appdomain.cloud/uploads/Data%20Augmentation.png" alt="AI0111EN banner"> <strong>PyTorch: Tensor, Dataset and Data Augmentation</strong> | <a rel="nofollow" href="https://catalog.skills.network/2547?utm_source=noticeable&amp;utm_campaign=skills-network-catalog.skills-network-catalog-march-19-2024-updates&amp;utm_content=publication+link&amp;utm_id=oiVCdf5GPyS3ntK236bP.m4LinV0dftL7eksJWT7G.W5KkZIxMlyGTGcoMuAov&amp;utm_medium=newspage">View in the Skills Network Catalog</a></p> <p>Data preparation plays a crucial role in effectively solving machine learning (ML) problems. PyTorch, a powerful deep learning framework, offers a plethora of tools to make data loading easy. The PyTorch: Tensor, Dataset and Data Augmentation course will provide you with a solid understanding of the basics and core principles of PyTorch, specifically focusing on tensor manipulation, dataset management, and data augmentation techniques.</p>