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My name is Aurelie and I'm graduating with an MSc in Artificial Intelligence from the University of Limerick. I run monthly **machine learning** and **deep learning** tutorials in Dublin with a small group of people. \*\*In this tutorial, we will build a **Support Vector Machines** model using the **Support Vector Regression** built-in algorithm from **Scikit-learn**. Together, we will walk through the full pipeline from data preprocessing to model training and evaluation. This will include looking at correlations , removal of outliers and GridSearchCV. * The tutorials are interactive and will be conducted using **Jupyter notebooks** on **Google Colaboratory** (a free, cloud-based platform that lets us write and run code directly in the browser). While **Google Colaboratory** is free to use, tasks that require more computational power (such as training deep learning models) may benefit from GPU access. In that case, Google offers a once-off payment for around €10 which can last several months depending on your usage. Some familiarity with **Python** or other programming languages is helpful but not required. Everyone is welcome to join and learn at their own pace. * The tutorial lasts for 1.5 hours from **3** to **4.30 pm**. * During the tutorial, I share the Jupyter notebook with participants so they can keep it for future reference. We go through the notebook step by step together and I do my best to answer any questions along the way. * The notebook includes the complete code from data preparation to model training and evaluation. It can be reused or adapted for your own business needs or personal projects * We will be working with a variety of **Python** libraries including **Scikit-learn**, **PyTorch**, **TensorFlow**, **Keras**, **Seaborn**, **Pandas** and **Matplotlib** and the **Hugging Face** framework. These tools will help us explore different machine learning and deep learning techniques using publicly available datasets. * Each tutorial focuses on a different algorithm in depth. Topics covered include **linear regression**, **logistic regression**, **K-means clustering**, **decision trees**, **artificial neural networks (ANNs)**, **convolutional neural networks (CNNs)** for image classification, **object detection** and **natural language processing**. The goal is to break down each technique step by step, making it approachable and practical for real-world applications. The tutorials take place at the **Camdem court hotel in Dublin 2** at **the bar or the restaurant** if the bar is full (coffees need to be ordered at the restaurant). It will run from **3pm** to **4.30 pm**. **If the bar is busy ,we' ll meet at the restaurant.** **Camdem court hotel** **Camden Street Lower, Saint Kevin's, Dublin, D02 W086** * The tutorials are a high-level practical introduction to machine learning and deep learning and the emphasis on understanding how we process the data , train and evaluate a model with Python. We won't cover the mathematics behind it however some tutorials may have mathematical formulas as part of the algorithm explanation and some tutorials might have more complex data preprocessing as it depends on the datasets and the task we are doing. However the tutorials focus on the practical part! * *Payments need to be made in advance to secure your place and fees are non-refundable unless I need to cancel the event, in this case refunds will be made.*

**SALSA CLASSES THIS SUNDAY!** **✻ 2:00-3:00: BEGINNER SALSA** **✻ 2:00-3:00: IMPROVER SALSA** **✻ 2:00-3:00: INTERMEDIATE SALSA** **CLASSES SCHEDULE IN DECEMBER 2025** **Salsa classes are 7th, 21st of DECEMBER 2025.** **Bachata classes are 14th, 28th of DECEMBER 2025.** **✻ ENTRANCE FEE: CASH ONLY** **● Beginner Class + Social: 5€,** **● Improver / Inter-Mediate Classes + Social: 7€,** **● Social Only: 5€** **✻ VENUE: TEACHERS CLUB.** **✻ ADDRESS: 36 PARNELL SQUARE WEST, ROTUNDA, DUBLIN 1, D01T6V6** SCHEDULE: 2 – 3PM: Beginner/ Improver /Intermediate Classes at the Same Time (One Week for Salsa, And the Following Week Will Be Bachata and Repeat). 3PM – 5PM: Social Dancing For All Levels - Music by DJ Leo. 5-6PM: Have Tea/Coffee/Drinks together.

Please PREPAY for this game either by Revolut https://revolut.me/davidandl or Paypal ([kenna.david@gmail.com](http://kenna.david@gmail.com/)) √ We have just 60 minutes to play so please come along a few minutes early to ensure we can start on time. √ The maximum number of players is 18. Please be sure you show up. Places are in high demand so unfortunately, failure to show will result in you being automatically removed from the group. √ As always, you participate in these games at your own risk and an agreement to indemnify the organisers from any injury, loss, claim, or infection.

We at Freesalsa Ireland believe in growing the community, something our friend DJ Leo also believes in. Therefore, we are delighted to promote his weekly practice here on our Meetup for those of you looking to spend their Sunday in the best way. There will be a 60-minute lesson before social with the award-winning DJ Leo until 17.00. Prices stand at a very affordable: €5: Only Social or Only Class €5: for beginners class and social €7: for intermediate/improvers class and social. *Please note, class capacity is limited, so arrive early to be sure of a spot; first come, first serve. This is why we dance. To spend time with folks and have new experiences. You won't find a better group to do that with than this. See you all then.

**Avatar: Fire And Ash** **Meet** outside Cineworld Cafe (floor 1) 3.10 pm, film 3.20 pm. **Booking**: https://www.cineworld.ie/films/avatar-fire-and-ash/ho00013462#/buy-tickets-by-film?in-cinema=0001&at=2025-12-21&for-movie=ho00013462&view-mode=list **NB**: If you are trying to locate the Meet Up in Cineworld: My mobile number is 087 4179505, please call or text as a post here might not be noticed at that stage. I've booked **Seat H14.** **Avatar: Fire And Ash** ***Running time: 197 minutes*** Jake and Neytiri's family grapples with grief after Neteyam's death, encountering a new, aggressive Na'vi tribe, the Ash People, who are led by the fiery Varang, as the conflict on Pandora escalates and a new moral focus emerges. Cast: Cliff Curtis, Stephen Lang, Giovanni Ribisi, Zoe Saldana, Sigourney Weaver, Sam Worthington, Oona Chaplin, Joel David Moore **Director: *James Cameron***

**📢Hi Everyone Bachateros/as & Salseros/as !!!** 💥Join us every sunday💥 💥Quedadas Salseras💃🕺 📍🪩**Chillers On the Green - City Center**🪩 **🗓 Sunday 21 December** 🗓Event Lineup: 🕖 17:00 Salsa Class \| 2 Levels Beginner & Intermediate 🕖 18:00 Bachata Class \| 2 Levels Beginner & Intermediate 🪩Social Dance 🪩 🕖 19:00 - 00:00 **Salsa & Bachata** Pass Options:💰 ✅Class + Party + Drink : €20 ✅Class + Party : €15 ✅Party + Drink: €15 ✅Token Drink: €5 💳You can pay by card, cash, revolut, 🚪or eventbrite [https://goo.su/fjXus](https://goo.su/fjXus) The dance floor awaits you! Don't miss out! See you there! More info here: [https://www.instagram.com/quedadassalseras/](https://www.instagram.com/quedadassalseras/) @quedadassalseras

Join us for a scenic cycle along the North Coast to Donabate Beach, with a coffee stop at the Shoreline Hotel. We’ll ride through the peaceful Newbridge Gardens and pause to admire the historic Newbridge House, a stunning Georgian mansion. The route is **seventy kilometers** with minimal climbing, perfect for a relaxed and enjoyable group ride. New members welcome. Here is our plan for the day. 1️⃣ We leave from Clontarf at 930am 2️⃣Cycle out to Donabate, where we stop for coffee. 3️⃣ short stop at Newbridge house and demesne 4️⃣ All going well we should be back in the city centre easily by 2 pm Please wear a helmet and bring a tube etc in case you get a puncture. Please note - It is every participant's responsibility to ride safely, follow the rules of the road, and come prepared with the proper equipment. WAIVER & RELEASE: We are a group composed of volunteers. We are not a professional organisation. As such, each of us is responsible for our own safety and well-being during an organised event. The organiser(s) is not in any way responsible for any participant on the trip. However, as a group of friends, we make an effort to look out for one another to the best of our ability. By joining this event, you and your guests agree to and accept the following waiver and liability amendment to the Meetup Terms of Service at https://www.meetup.com/terms/ ; 1. My guests and I have read the Meetup Terms of Service at https://www.meetup.com/terms/ and hereby amend it to include the same waiver and release therein to this event's organiser(s) and participants.

Join us for an exciting meetup at the Dublin Turkish Speaking Club where we will have engaging conversations in Turkish, and enjoy fun activities that promote language practice and cultural exchange. Whether you are a beginner or fluent in Turkish, this is the perfect opportunity to practice your language skills in a relaxed and friendly environment. Come and connect with like-minded individuals who share a passion for the Turkish language and culture. Let's have a great time together while immersing ourselves in the beauty of Turkish traditions and creativity!

### 🌸 What is Heartfulness Meditation? Heartfulness Meditation is a simple and natural way to relax the mind, reduce stress, and connect with your inner self by bringing awareness to the heart ❤️. No prior experience is needed—just sit comfortably, close your eyes, and tune in to the calm within. *** ### 🌟 Why join us? 🧘‍♀️ Let go of stress & tension 🎯 Improve focus & inner balance 🌿 Experience peace and clarity 💛 Connect with like-minded people ☕ Enjoy tea, coffee, and light snacks after the session 📍 **Venue:** Wisdom Centre 🕊 Sophia Housing Street, 25 Cork Street, Dublin 8 **Eircode:** D08 YD91 📅 **When:** Sundays, ⏰ 9:45 AM – 11:30 AM *** ### 🕰️ Schedule: 🔸 **9:45 AM** – Arrive & settle in silence 🔸 **10:00 AM** – Guided relaxation & Heartfulness meditation 🧘‍♂️ 🔸 **10:35 AM** – Reflection & sharing 💬 🔸 **10:50 AM** – Tea, coffee & light breakfast 🍵🥐 🔸 **11:30 AM** – Close *** ### 🌱 New to meditation? Everyone is welcome—whether you’re completely new or already practice meditation. 😊 Feel free to reach out to **Akarsh** at 📧 **ie.secretary@heartfulness.org** or drop us a message on Meetup if you’d like to let us know you’re coming. We’d love to have you join us! 💛

Come to play or listen! Let's play Jazz, Latin, and Brazilian standards! Get your chord changes from iRealPro, and the heads from the Real Book. All and any instruments and singers are welcome. This is a community-organized event. If you'd like to come up and play or sing, please show up 30 minutes before the event, and say hello. Jam Session HOWTO: http://bit.ly/dubjazz Tunes we often play: http://bit.ly/dubjazztunes Writing chord charts: http://bit.ly/dubjazzcharts SINGERS: Make sure to check your keys before the session. Use iRealPro: open your song, press the play button, sing along, modify the key until it fits your voice range. Optional: Bring your mic with an XLR cable. (There’s a low quality mic at the session.) KEYBOARD PLAYERS There’s a keyboard provided by participants on most sessions. Contact us via Facebook or Meetup.com to confirm a keyboard at a particular event. DRUMMERS: There’s a drum kit provided by participants on most jam sessions. Consider bringing your cymbals, or ask to use the provided ones. GUITAR PLAYERS: Bring your instrument, and an instrument cable. Recommended: bring your amplifier too. BASS PLAYERS: Bring your instrument. At some sessions there’s a bass amplifier provided by participants. Other times, bass is connected directly to the mixer. Contact us to confirm. QUIET INSTRUMENTS (violin, cello, etc): Bring a pickup, a lead cord, and a small monitor amp.

Monday December 29th at 6PM we'll be meeting up dinner at the Pies & Pints at Easton. Feel free to bring guests. Sandwiches run about $15 and large pizzas run $20-30.

**PLEASE READ THE FOLLOWING IMPORTANT NOTES:** 1. The dates listed for this series are about 95% reliable. We are completing our 2026 schedule as we speak, so minor adjustments are still occurring. 2. Each class in this series has an attendance fee, though this first offering is free on a first-come, first-served basis. 3. Each class, from BOTH a sign-up and fee perspective, is a separate entity. **Introduction:** HTML5 is the foundational technology for modern web development, serving as the standard markup language for structuring and presenting content on the World Wide Web. Developed through a collaboration between the World Wide Web Consortium (W3C) and the Web Hypertext Application Technology Working Group (WHATWG), HTML5 provides a robust system of elements (tags) that tell a browser how to display text, images, and multimedia in a clear and meaningful way. It works in concert with Cascading Style Sheets (CSS) for presentation and JavaScript for interactivity, forming the core technology stack for virtually all websites and many web applications today. One of the significant advancements of HTML5 is the introduction of powerful new features and elements designed to improve functionality and simplify development. Key additions include native multimedia support via the \ and \ tags, allowing developers to embed media without third-party plugins. It also offers new form controls for better user input, such as date and email types, and introduces web storage capabilities to store data offline for enhanced performance. These features streamline the process of building rich, interactive web experiences. A significant focus of HTML5 is enhanced semantics and better structural organization of content. New semantic elements like , , , , and \ provide meaningful structure to documents, which aids in search engine optimization (SEO) and improves accessibility for assistive technologies. These elements define different parts of a webpage (e.g., a header for the top, a nav for navigation links, a footer for the bottom), making the code more readable and understandable for both developers and machines. This emphasis on clear structure helps in creating more logical and maintainable websites. Developing websites in today's competitive environment requires taking advantage of every technique you can to get the maximum exposure possible. Our HTML5 class will not only show you what's new in the HTML specification, but also the best way to develop optimized web pages that get the attention your client and/or company requires. **The breakdown of the four-class series is as follows:** **Class 1: Introduction to Web Structure and Basic HTML5** This class introduces the core concepts of web development, the history of HTML, and the fundamental structure of an HTML5 document. * **Topics**: * **Web Architecture Overview**: How browsers, servers, and web pages interact. * **HTML Fundamentals**: Understanding elements, tags, and attributes. * **Basic Document Structure**: Using !DOCTYPE html, html, head, and body. * **Text Formatting**: Headings (h1 to h6), paragraphs (p), and text-level semantics (e.g., strong, em, br). * **Lists and Links**: Creating ordered (ol) and unordered (ul) lists, and linking between pages using anchor tags (a). * **Activity**: Students create a basic personal webpage containing text, a list of hobbies, and a link to an external website. **Class 2: Semantic HTML5 and Multimedia Integration** Class 2 focuses on modern HTML5 elements that provide meaning (semantics) to content, improving accessibility and search engine optimization. It also covers adding images and multimedia. * **Topics**: * **Semantic Elements**: Understanding and implementing elements like header, footer, nav, section, and article. * **Images**: Adding images using the img tag and attributes like src, alt, width, and height. * **Multimedia**: Embedding audio and video content using the audio and video tags. * **File and Folder Structure**: Best practices for organizing project files and managing file paths. * **Activity**: Students refactor their Class 1 project to use a proper semantic layout and add an image and a link to a video file. **Class 3: Forms and User Input** This session is dedicated to building interactive HTML5 forms, which are essential for capturing user data and input. * **Topics**: * **Form Basics**: Using the form element, action and method attributes. * **Input Types**: Exploring various input types (e.g., text, password, checkbox, radio, date, submit). * **Form Elements**: Utilizing label, textarea, select, option, and button. * **Client-side Validation**: Implementing HTML5 validation attributes like required, minlength, and pattern. * **Activity**: Students build a complete contact form with different input fields, radio buttons, and basic HTML5 validation. **Class 4: Introduction to CSS3 and Basic Styling** The final class introduces Cascading Style Sheets (CSS) to style the HTML content and make the web pages visually appealing and accessible. * **Topics**: * **CSS Fundamentals**: The role of CSS, selectors, properties, and values. * **Integrating CSS**: Using inline, internal, and external style sheets. * **The Box Model**: Understanding margin, padding, border, and content for basic layout. * **Basic Styling**: Changing colors, fonts, and text alignment. * **Accessibility Basics**: Identifying principles of web design usability and accessibility, including ARIA labels. * **Activity**: Students apply an external CSS file to their Class 3 form project to style the layout, colors, and fonts, culminating in a well-structured and styled webpage.

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.

**PLEASE READ THE FOLLOWING IMPORTANT NOTES:** 1. The dates listed for this series are about 95% reliable. We are completing our 2026 schedule as we speak, so minor adjustments are still occurring. 2. Each class in this series has an attendance fee, though this first offering is free on a first-come, first-served basis. 3. Each class, from BOTH a sign-up and fee perspective, is a separate entity. **Introduction:** HTML5 is the foundational technology for modern web development, serving as the standard markup language for structuring and presenting content on the World Wide Web. Developed through a collaboration between the World Wide Web Consortium (W3C) and the Web Hypertext Application Technology Working Group (WHATWG), HTML5 provides a robust system of elements (tags) that tell a browser how to display text, images, and multimedia in a clear and meaningful way. It works in concert with Cascading Style Sheets (CSS) for presentation and JavaScript for interactivity, forming the core technology stack for virtually all websites and many web applications today. One of the significant advancements of HTML5 is the introduction of powerful new features and elements designed to improve functionality and simplify development. Key additions include native multimedia support via the \ and \ tags, allowing developers to embed media without third-party plugins. It also offers new form controls for better user input, such as date and email types, and introduces web storage capabilities to store data offline for enhanced performance. These features streamline the process of building rich, interactive web experiences. A significant focus of HTML5 is enhanced semantics and better structural organization of content. New semantic elements like , , , , and \ provide meaningful structure to documents, which aids in search engine optimization (SEO) and improves accessibility for assistive technologies. These elements define different parts of a webpage (e.g., a header for the top, a nav for navigation links, a footer for the bottom), making the code more readable and understandable for both developers and machines. This emphasis on clear structure helps in creating more logical and maintainable websites. Developing websites in today's competitive environment requires taking advantage of every technique you can to get the maximum exposure possible. Our HTML5 class will not only show you what's new in the HTML specification, but also the best way to develop optimized web pages that get the attention your client and/or company requires. **The breakdown of the four-class series is as follows:** **Class 1: Introduction to Web Structure and Basic HTML5** This class introduces the core concepts of web development, the history of HTML, and the fundamental structure of an HTML5 document. * **Topics**: * **Web Architecture Overview**: How browsers, servers, and web pages interact. * **HTML Fundamentals**: Understanding elements, tags, and attributes. * **Basic Document Structure**: Using !DOCTYPE html, html, head, and body. * **Text Formatting**: Headings (h1 to h6), paragraphs (p), and text-level semantics (e.g., strong, em, br). * **Lists and Links**: Creating ordered (ol) and unordered (ul) lists, and linking between pages using anchor tags (a). * **Activity**: Students create a basic personal webpage containing text, a list of hobbies, and a link to an external website. **Class 2: Semantic HTML5 and Multimedia Integration** Class 2 focuses on modern HTML5 elements that provide meaning (semantics) to content, improving accessibility and search engine optimization. It also covers adding images and multimedia. * **Topics**: * **Semantic Elements**: Understanding and implementing elements like header, footer, nav, section, and article. * **Images**: Adding images using the img tag and attributes like src, alt, width, and height. * **Multimedia**: Embedding audio and video content using the audio and video tags. * **File and Folder Structure**: Best practices for organizing project files and managing file paths. * **Activity**: Students refactor their Class 1 project to use a proper semantic layout and add an image and a link to a video file. **Class 3: Forms and User Input** This session is dedicated to building interactive HTML5 forms, which are essential for capturing user data and input. * **Topics**: * **Form Basics**: Using the form element, action and method attributes. * **Input Types**: Exploring various input types (e.g., text, password, checkbox, radio, date, submit). * **Form Elements**: Utilizing label, textarea, select, option, and button. * **Client-side Validation**: Implementing HTML5 validation attributes like required, minlength, and pattern. * **Activity**: Students build a complete contact form with different input fields, radio buttons, and basic HTML5 validation. **Class 4: Introduction to CSS3 and Basic Styling** The final class introduces Cascading Style Sheets (CSS) to style the HTML content and make the web pages visually appealing and accessible. * **Topics**: * **CSS Fundamentals**: The role of CSS, selectors, properties, and values. * **Integrating CSS**: Using inline, internal, and external style sheets. * **The Box Model**: Understanding margin, padding, border, and content for basic layout. * **Basic Styling**: Changing colors, fonts, and text alignment. * **Accessibility Basics**: Identifying principles of web design usability and accessibility, including ARIA labels. * **Activity**: Students apply an external CSS file to their Class 3 form project to style the layout, colors, and fonts, culminating in a well-structured and styled webpage.

$5 MOVIE NIGHT! With avatar fire and Ash, James Cameron takes audiences back to Pandora in an immersive new adventure with marine turned Navi leader Jake Sully. Navi Warrior, Naytiri and the Solly family. The film has a screenplay by James Cameron and Rick Jaffa and Amanda Silver. We will see the 6 PM showing and I will post my seat so that we can sit together. We can grab something to eat after if people want and chat to round out the experience. This is a MUST SEE MOVIE for me. I hope you feel the same. I will CANCEL if there are less than 5 RSVPs on the movie date.

**Web Design Decoded: Tools, Practices, and Proven Processes:** **Semantic HTML** At WebDev Columbus, we are exploring some of the most important topics of professional high-end web design and page building. Primarily focused on site building in the WordPress environment, our group explores tools, tips, and techniques for building the best WordPress sites possible. Additionally, we focus on disciplines and technologies that take website design from visually appealing to optimized spaces for delivering you and/or your client's message effectively and with a nod towards extended reach. Each session combines practical demonstrations with real-world insights, giving you actionable knowledge you can apply immediately. Whether you're a seasoned developer looking to enhance your design skills or a newcomer wanting to understand design best practices, this series offers valuable insights for every skill level. **What to expect:** * Hands-on demonstrations of popular design tools * Best practices for design-to-development workflows * Tips for creating responsive, accessible designs * Real-world problem-solving scenarios * Interactive Q&A sessions * Networking opportunities with fellow developers **Each meetup features:** 60 minutes of focused presentation 30 minutes of live demonstrations 30 minutes for questions and discussion **See you there!** Our casual, collaborative environment encourages learning from both presenters and fellow attendees. Bring your questions, share your experiences, and connect with Central Ohio's web development community! **Stay tuned for specific session topics and dates.**

Early-bird coffee and conversation at [5 Bean Coffee](https://5beancoffee.com/)!