Infilogi’s Post

Continuing at #llmzoomcamp, I deepened my understanding of how to effectively utilize the Retrieval-Augmented Generation (RAG) model for more accurate and reliable outputs. We learned to structure a prompt template that guides the LLM to generate responses based on specific context from a FAQ database, ensuring the answers are fact-based and directly relevant. Here’s a glimpse of how we structure our prompts: ``` You're a course teaching assistant. Answer the QUESTION based on the CONTEXT from the FAQ database.  Use the facts from the CONTEXT when answering the QUESTION.  If the CONTEXT doesn't contain the answer, output NONE. QUESTION: {question} CONTEXT: {context} ``` This format helps the LLM to focus on the given context and also includes a crucial guideline to output 'NONE' if the answer isn't found in the context. This is a simple yet powerful way to avoid the issue of generating misleading or incorrect information, commonly known as 'hallucinations.' Learning to craft these instructions has been an enlightening part of enhancing how we interact with and utilize advanced AI models in practical applications. Excited for what's next! #llmzoomcamp

Enhance your machine learning skills with Data Representation Real World, an online DigiAdvance course from Dublin City University. In this course, you'll explore how real-world machine learning tasks are tackled using practical data representation techniques. From images to text to time series data, you’ll learn how crucial effective feature representation is to the success of any machine learning project. This course is perfect for those looking to deepen their understanding of how data is structured and processed in machine learning applications. Gain hands-on insights into representing data from a variety of sources and learn the essential techniques that form the foundation of modern AI systems. Apply now at https://lnkd.in/dx3K_9VG Start Date: Course opened on 30 September with rolling applications until 13 December 2024. Course Fee: €180 DigiAdvance focuses on closing digital skills gaps in the SME sector through affordable, flexible, and industry-relevant training in key digital technologies. Courses are fully available online! #DataRepresentation #MachineLearning #AI #TimeSeries #DigiAdvance #DigitalSkills #ProfessionalDevelopment #HorizonEU #ResearchImpactEU #EUInnovation

As a leading online school, we’re passionate about innovation in education. In this blog post, we share the challenges and benefits of AI for students. Discover insights to help students and families navigate when, where, and how to make the most of AI tools in their learning journey. 💡 Read the full article here: https://lnkd.in/e-NhUDdu #AIinEducation #EdTech #FutureofLearning #OnlineSchool #WendoverOnlineSchool

Get ready to supercharge your skills! 🚀 Follow us for updates on the Code Black Tech Digital Literacy course. www.codeblacktech.com (Image created by AI) #ElevateWithEducation #TechEmpowerment

In a new school year where AI's impact on education can no longer be denied, this book can help empower educators with the knowledge and confidence to navigate this new landscape. It is a resource meant to help us all become more comfortable thinking about our use of AI and to do it in more compelling ways. Understanding these new tools will also help ensure ALL students thrive in an AI-driven world! Check out the book on Amazon https://a.co/d/4claGGg ⭐⭐⭐⭐⭐️️️️️ With over 50 5- star reviews #aiineducation #edtech #blendedlearning

It would be a bit reckless to post a snippet like "... the curriculum learning method hasn’t been effective..." without context so here's the link. #ai #data #internet #dataquality #datamanagement #datanerd #ml

The potential for AI to make a meaningful difference in a teacher's day-to-day life is real. But we should not mix up potential with the present. This is a pretty consistent pattern in K-12 education. We get fired up about new edtech and then see a massive implementation gap once it gets deployed at scale. The current state of teacher-facing AI tools is underwhelming. Most of them produce shaky content and don't naturally integrate into a teacher's day such that it actually proves to be helpful. There are certainly exceptions. But they remain the exceptions.

AI isn't going anywhere. I think that's pretty clear. The question is: Are you ready to embrace it and learn to use it the RIGHT way in 2024? 💡 Tom and I are ready to show you exactly how to do that - and there's a few ways you can join us for some human-friendly, jargon-free AI education this January... 1️⃣ Join our AI Survival Skills Mastermind for 2024: You can join on a monthly rolling basis OR sign up for the whole year and save. Normally £250 per month or £2,500 per year, right now we're offering you 40% off when you join us - just sign up before midnight 7th Jan! ⏱ 👉🏻 https://lnkd.in/enm5nYi7 . Just use discount code AISURVIVAL24 at checkout to save £100 monthly or £1000 on the annual option. 2️⃣ Join one of our upcoming January AI crash course workshops, perfect for any level from beginner to more ai-curious 🧐 You've got two options: Online: Thursday 11th January 10:00-13:00 Just £49 https://lnkd.in/eJb67rz5 In Person: Saturday 27th January 11:00-15:00 Just £99 The Uncommon, Borough, London (lunch included!) https://lnkd.in/eHieZbDw 🤖 Got questions? Just pop them in the comments below!

Gain practical tips you can transfer to your day-to-day role with our e-learning course 'a journalist's guide to artificial intelligence' 💻 This essential online training resource for journalists and content creators can be started any time. The course content includes the following: - Explanation of AI including background and history -Examples of how the media is embedding AI in different organisations -Impact on the role of the journalist – now and in the future -Practical tips for learners to transfer to their day-to-day roles -Industry case studies and interviews with editorial leaders to explain their use of AI -Quiz sections to test your knowledge of the material learned Enrol now: https://lnkd.in/ehVChSyf

🌟 Webinar Announcement 🌟 The team from Instructify.ai is excited to share a new capability for our Teaching and Learning Intelligent Assistant (TALIA)! Don't spend countless hours manually rewriting exams. Use TALIA to generate large test banks and provide individualized assessments to your students. 🚀 Introducing our upcoming webinar: "Create Large Test Banks for Competency Based Education using AI" Join us on August 1, 2024 at 4:00 EST as we share how to use custom GPTs to generate large, custom Test Banks for your upcoming assessment. What you'll learn: - Why you should use AI for Test Bank Generation - Our experiments with a custom GPT for Test Bank Generation - How TALIA can help you generate large, custom Test Banks - FREE guide on how to build your own Test Bank Generation GPT 👉 Reserve your spot now! https://lnkd.in/ehTku29g Let's embark on this journey together to harness the power of ethical AI, making education more impactful and less burdensome. Can't wait to see you there and explore what the future holds for educational technology! #EducationTechnology #AIinEducation #EdTech #Webinar #InnovativeTeaching #DigitalTransformation