Unlocking Language Models: The Power of Prompt Engineering (Ep. 238)

Data Science at Home

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محتوای ارائه شده توسط Francesco Gadaleta. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Francesco Gadaleta یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Different, not broken

1
You're not supposed to be here and other Dad wisdom 29:22

۶ روز پیش29:22

پخش در آینده

لیست ها

پسندیدن

دوست داشته شد

29:22

The world often feels rigged. And this episode is a wake-up call to recognize the barriers that exist for those who don’t fit the traditional mold. In this episode, which is a kind of tribute to my dear departed Dad, I recount some powerful lessons from the man who was a brilliant psychiatrist and my biggest champion. He taught me that if something feels off about the environment you’re in, it probably is—and it’s absolutely hella-not your fault. We dare to break into the uncomfortable truth that many workplaces are designed for a very specific demographic, leaving neurodivergent individuals, particularly those on the autism spectrum, feeling excluded. I share three stories in which my Dad imparted to me more than my fair share of his wisdom, and I'm hoping you to can feel empowered. You'll learn that we can advocate for ourselves and others to create a more inclusive work culture. Newsletter Paste this into your browser if the newsletter link is broken - https://www.lbeehealth.com/ Join our Patreon - https://differentnotbrokenpodcast.com/patreon Mentioned in this episode: Sign Up For Our Newsletter Stay updated on all the things! Get added to our newsletter mailing list. Newsletter…

۲ سال پیش 28:08

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#Tech #News #Tech News #Francesco Gadaleta

Unlocking Language Models: The Power of Prompt Engineering (Ep. 238)

Data Science at Home

published ۲ سال پیش

اشتراک گذاری

MP3•خانه قسمت

References

283 قسمت

#Tech #News #Tech News #Francesco Gadaleta

ทุกตอน

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26 روز پیش55:46

55:46

🎙️ In this episode of Data Science at Home, we sit down with Kenny Vaneetvelde, the mastermind behind Atomic Agents, a groundbreaking framework redefining AI development. 🔍 Discover how atomicity simplifies complex AI systems, why modularity matters more than ever, and how Atomic Agents is eliminating hidden assumptions and redundant complexity in AI workflows. 💡 From real-world applications to the tech stack behind the framework, Kenny takes us on a deep dive into this lightweight, powerful tool for creating consistent and brand-aligned AI. 🔥 Whether you’re a seasoned developer or just AI-curious, this conversation is packed with insights you don’t want to miss. 📌 Timestamps: 0:00 - Intro 2:30 - Kenny’s journey in AI 5:00 - What are Atomic Agents? 10:45 - Why atomicity matters in AI 18:20 - The tech behind Atomic Agents: Instructor, Pydantic & more 25:00 - Real-world use cases and future vision 40:45 - Advice for AI developers and businesses 📲 Check out Atomic Agents on GitHub: https://github.com/BrainBlend-AI/atomic-agents https://brainblendai.com/ 🔗 Follow Kenny on LinkedIn: https://www.linkedin.com/in/kennyvaneetvelde/ 💬 Got questions? Drop them in the comments! Don’t forget to like, subscribe, and share this episode with your fellow AI enthusiasts. #AI #AtomicAgents #DataScience #Podcast…

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51:47

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45 weeks پیش36:17

36:17

Join us in this exciting episode of the Data Science at Home podcast. It's all about GPUs. We'll take you on a journey through the inner workings of these powerful processors, explaining how they handle complex computations and drive everything from gaming graphics to scientific simulations. Whether you're a budding programmer or a tech enthusiast, understanding GPUs is key to unlocking new levels of performance and efficiency in your projects. Tune in and get ready to turbocharge your tech knowledge! Sponsors Intrepid AI ( https://intrepid.ai ) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.…

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Harnessing AI for Cybersecurity: Expert Tips from QFunction (Ep. 258) 34:33

47 weeks پیش34:33

34:33

In this episode, we sit down with Ryan Smith, Founder of QFunction LLC , to explore how AI and machine learning are revolutionizing cybersecurity. With over 8 years of experience, including work at NASA's Jet Propulsion Laboratory, Ryan shares insights on the future of threat detection and prevention, the challenges businesses face in maintaining effective cybersecurity, and the ethical considerations of AI implementation. Learn about cost-effective strategies for small businesses, the importance of collaboration in combating cyber threats, and how QFunction tailors its AI solutions to meet diverse industry needs. Sponsors Arctic Wolf Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience Intrepid AI ( https://intrepid.ai ) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months. QFunction does cybersecurity differently. By relying on scientific breakthroughs in AI and machine learning, QFunction works within your existing security stack to detect anomalies and threats within your data References QFunction Blog Threat Hunting Firewall Logs Threat Hunting Linux Logs QFunction GitHub…

Data Science at Home

1
Rust in the Cosmos Part 4: What happens in space? (Ep. 257) 29:24

48 weeks پیش29:24

29:24

In this last episode of the series "Rust in the Cosmos" we speak about what happens in space, what projects are currently active and what happened in the past that we can learn from? What about Rust and space applications? As always, let's find out ;) Sponsors Arctic Wolf Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience Intrepid AI ( https://intrepid.ai ) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months. Amethix works to create and maximize the impact of the world’s leading corporations and startups, so they can create a better future for everyone they serve. We provide solutions in AI/ML, Fintech, Defense, Robotics and Predictive maintenance. Communities Intrepid AI, AeroRust, Bytenook Intrepid AI Discord https://discord.gg/cSSzche6Ct Intrepid AI website: https://intrepid.ai AeroRust Discord invite: https://discord.com/invite/6jJyx5nEUq AeroRust website: AeroRust.org References Workshop https://github.com/AeroRust/nanosat-workshop Embassy - https://github.com/embassy-rs/embassy Software based fault redundancy, (Errata: it's not from NASA) : https://ieeexplore.ieee.org/document/1402092 Whitehouse paper for memory safe languages https://www.whitehouse.gov/wp-content/uploads/2024/02/Final-ONCD-Technical-Report.pdf…

Data Science at Home

1
Rust in the Cosmos Part 3: Embedded programming for space (Ep. 256) 44:36

52 weeks پیش44:36

44:36

In this episode of "Rust in the Cosmos" we delve into the challenges of building embedded applications for space. Did you know that once you ship your app to space... you can't get it back? :P What role is Rust playing here? Let's find out ;) Sponsors Arctic Wolf Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience Intrepid AI ( https://intrepid.ai ) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months. Amethix works to create and maximize the impact of the world’s leading corporations and startups, so they can create a better future for everyone they serve. We provide solutions in AI/ML, Fintech, Defense, Robotics and Predictive maintenance. Communities AeroRust, Intrepid, Bytenook AeroRust Discord invite: https://discord.com/invite/6jJyx5nEUq AeroRust website: AeroRust.org Intrepid AI Discord https://discord.gg/cSSzche6Ct Intrepid AI website: https://intrepid.ai References Workshop https://github.com/AeroRust/nanosat-workshop Embassy - https://github.com/embassy-rs/embassy Software based fault redundancy, (Errata: it's not from NASA) : https://ieeexplore.ieee.org/document/1402092 Whitehouse paper for memory safe languages https://www.whitehouse.gov/wp-content/uploads/2024/02/Final-ONCD-Technical-Report.pdf…

Data Science at Home

1
Rust in the Cosmos Part 2: testing software in space (Ep. 255) 32:50

1 year پیش32:50

32:50

In this episode of "Rust in the Cosmos" we delve into the challenge of testing software for... ehm ... space How can Rust help? Let's find out ;) Sponsors Arctic Wolf Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience Intrepid AI ( https://intrepid.ai ) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months. Amethix works to create and maximize the impact of the world’s leading corporations and startups, so they can create a better future for everyone they serve. We provide solutions in AI/ML, Fintech, Defense, Robotics and Predictive maintenance. Communities AeroRust, Intrepid, Bytenook AeroRust Discord invite: https://discord.com/invite/6jJyx5nEUq AeroRust website: AeroRust.org Intrepid AI Discord https://discord.gg/cSSzche6Ct Intrepid AI website: https://intrepid.ai References Open-source GitHub workflows/actions - https://docs.github.com/en/actions Gitlab CI - https://docs.gitlab.com/ee/ci/ Alternatives Circle ci - https://circleci.com/ Travis http://travis-ci.com Dagger.io - https://dagger.io Actions https://github.com/dtolnay/rust-toolchain https://github.com/taiki-e/install-action https://github.com/marketplace/actions/install-cargo-binstall Additional tools: https://github.com/nextest-rs/nextest https://github.com/cargo-bins/cargo-binstall Jon Gjengset - Towards Impeccable Rust Lechev.space: lechev.space…

Data Science at Home

1
Rust in the Cosmos Part 1: Decoding Communication (Ep. 254) 26:16

1 year پیش26:16

26:16

In this inaugural episode of "Rust in the Cosmos," we delve into the intricacies of communication in space and some of the challenges in space application development. Sponsors Intrepid AI ( https://intrepid.ai ) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months. Amethix works to create and maximize the impact of the world’s leading corporations and startups, so they can create a better future for everyone they serve. We provide solutions in AI/ML, Fintech, Defense, Robotics and Predictive maintenance.…

Data Science at Home

1
AI and Video Game Development: Navigating the Future Frontier (Ep. 253) 47:56

1 year پیش47:56

47:56

Data Science at Home

1
Kaggle Kommando's Data Disco: Laughing our Way Through AI Trends (Ep. 252) 42:46

1 year پیش42:46

42:46

Data Science at Home

1
Revolutionizing Robotics: Embracing Low-Code Solutions (Ep. 251) 19:16

1 year پیش19:16

19:16

In this episode of Data Science at Home , we explore the game-changing impact of low-code solutions in robotics development. Discover how these tools bridge the coding gap, simplify integration, and enable trial-and-error development. We'll also uncover challenges with traditional coding methods using ROS. Join us for a concise yet insightful discussion on the future of robotics! Sponsors Intrepid AI is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months. Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience…

Data Science at Home

1
Is SQream the fastest big data platform? (Ep. 250) 57:16

1 year پیش57:16

57:16

Join us in a dynamic conversation with Yori Lavi, Field CTO at SQream, as we unravel the data analytics landscape. From debunking the data lakehouse hype to SQream's GPU-based magic, discover how extreme data challenges are met with agility. Yori shares success stories, insights into SQream's petabyte-scale capabilities, and a roadmap to breaking down organizational bottlenecks in data science. Dive into the future of data analytics with SQream's commitment to innovation, leaving legacy formats behind and leading the charge in large-scale, cost-effective data projects. Tune in for a dose of GPU-powered revolution! References SQream - GPU-based Big Data Platform Patents Assigned to SQREAM TECHNOLOGIES LTD…

Data Science at Home

1
OpenAI CEO Shake-up: Decoding December 2023 (Ep. 249) 27:30

1 year پیش27:30

27:30

In this episode from a month ago, join me as we unravel the controversial CEO firing at OpenAI in December 2023. I share my insights on the events, decode the intricacies, and explore what lies ahead for this influential organization. Don't miss this concise yet insightful take on the intersection of leadership and artificial intelligence innovation. Sponsor Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience…

Data Science at Home

1
Careers, Skills, and the Evolution of AI (Ep. 248) 32:27

1 year پیش32:27

32:27

!!WARNING!! Due to some technical issues the volume is not always constant during the show. I sincerely apologise for any inconvenience Francesco In this episode, I speak with Richie Cotton, Data Evangelist at DataCamp, as he delves into the dynamic intersection of AI and education. Richie, a seasoned expert in data science and the host of the podcast, brings together a wealth of knowledge and experience to explore the evolving landscape of AI careers, the skills essential for generative AI technologies, and the symbiosis of domain expertise and technical skills in the industry. References Become a generative AI developer in this FREE code-along series. Learn to build a chatbot using the OpenAI API, the Pinecone API, and LangChain, and learn to build NLP and image applications with Hugging Face. https://www.datacamp.com/ai-code-alongs Learn to use ChatGPT and the OpenAI API in the OpenAI Fundamentals skill track. https://www.datacamp.com/tracks/openai-fundamentals Get started with deep learning using PyTorch in the Introduction to Deep Learning with PyTorch course. https://www.datacamp.com/courses/introduction-to-deep-learning-with-pytorch…

Data Science at Home

1
Open Source Revolution: AI’s Redemption in Data Science (Ep. 247) 36:47

1 year پیش36:47

36:47

Dive into the world of Data Science at Home with our latest episode, where we explore the dynamic relationship between Artificial Intelligence and the redemption of open source software. In this thought-provoking discussion, I share my insights on why now, more than ever, is the opportune moment for open source to leave an indelible mark on the field of AI. Join me as I unpack my opinions and set expectations for the near future, discussing the pivotal role open source is set to play in shaping the landscape of data science and artificial intelligence. Don't miss out—tune in to gain a deeper understanding of this revolutionary intersection! This episode is available as YouTube stream at https://www.youtube.com/live/0Enenz1HqIs?si=woyYdjJVz656BneH&t=915…

Data Science at Home

1
Money, Cryptocurrencies, and AI: Exploring the Future of Finance with Chris Skinner [RB] (Ep. 246) 41:21

1 year پیش41:21

41:21

In this captivating podcast episode, join renowned financial expert Chris Skinner as he delves into the fascinating realm of the future of money. From cryptocurrencies to government currencies, the metaverse to artificial intelligence (AI), Skinner explores the intricate interplay between technology and humanity. Gain valuable insights as he defines the future of money, examines the potential impact of cryptocurrencies on traditional government currencies, and addresses the advantages and disadvantages of digital currencies. Delve into the complex issues of regulation and governance in the context of emerging financial technologies, and discover Skinner's unique perspective on the metaverse and its implications for the future of money and technology. Brace yourself for an enlightening discussion on the integration of AI in the financial sector and its potential impact on humanity. Tune in to explore the cutting-edge concepts that shape our financial landscape and get a glimpse of what lies ahead. You can read about Chris at https://thefinanser.com/ Sponsors This episode is sponsored by Setapp. Setapp is a platform that combines 230+ powerful MacOS and iOS apps and tools under one $9.99 subscription. Their selection of apps is mostly helpful for people who use their Macs as an actual working tool, covering complete use cases like coding, designing, project and time management and so on. Once subscribed, you get full access to paid features of the apps, as well as to new apps that are being constantly added. So you’ll always be sure you’re not missing out on any cool apps and services that actually help you do your work more efficiently for just a fraction of the price. Get 7 days for free at https://stpp.co/dsat…

Data Science at Home

1
Debunking AGI Hype and Embracing Reality [RB] (Ep. 245) 59:29

1 year پیش59:29

59:29

In this thought-provoking episode, we sit down with the renowned AI expert, Filip Piekniewski, Phd, who fearlessly challenges the prevailing narratives surrounding artificial general intelligence (AGI) and the singularity. With a no-nonsense approach and a deep understanding of the field, Filip dismantles the hype and exposes some of the misconceptions about AI, LLMs and AGI. Join us as we delve into the real-world implications of AI, separating fact from fiction, and gaining a firm grasp on the tangible possibilities of AI advancement. If you're seeking a refreshingly pragmatic perspective on the future of AI, this episode is an absolute must-listen. Filip Piekniewski Bio Filip Piekniewski is a distinguished computer vision researcher and engineer, specializing in visual object tracking and perception. He approaches machine learning with a pragmatic mindset, recognizing its current limitations. Filip earned his Ph.D. from Warsaw University, where he explored neuroscience and later joined Brain Corporation in San Diego. His extensive study of neuroscience inspired him to develop innovative, bio-inspired machine learning architectures. Filip's unique blend of scientific curiosity and software engineering expertise allows him to quickly prototype and implement new ideas. He is known for his realistic perspective on AI, debunking AGI hype and focusing on tangible advancements. Sponsors Finally, a better way to do B2B research. NewtonX The World’s Leading B2B Market Research Company Explore the Complex World of Regulations. Compliance can be overwhelming. Multiple frameworks. Overlapping requirements. Let Arctic Wolf be your guide. Check it out at https://arcticwolf.com/datascience Amethix works to create and maximize the impact of the world’s leading corporations and startups, so they can create a better future for everyone they serve. We provide solutions in AI/ML, Fintech, Defense, Robotics and Predictive maintenance. References https://twitter.com/filippie509 http://blog.piekniewski.info/ ( On limits of deep learning and where to go next with AI.)…

Data Science at Home

1
Destroy your toaster before it kills you. Drama at OpenAI and other stories (Ep. 244) 26:01

1 year پیش26:01

26:01

Brace yourselves, dear friends! In this episode, we delve into the earth-shattering revelation that OpenAI might have stumbled upon AGI (lol) and we're all just seconds away from being replaced by highly sophisticated toasters (lol lol). Spoiler alert: OpenAI's CEO is just playing 7D chess with the entire human race. So, sit back, relax, and enjoy this totally not ominous exploration into the 'totally not happening' future of AI!…

Data Science at Home

1
The AI Chip Chat 🤖💻 (Ep. 243) 32:10

1 year پیش32:10

32:10

Dive into the cool world of AI chips with us! 🚀 We're breaking down how these special computer chips for AI have evolved and what makes them different. Think of them like the superheroes of the tech world! Don't miss out! 🎙️🔍 #AIChips #TechTalk #SimpleScience

Data Science at Home

1
Rolling the Dice: Engineering in an Uncertain World (Ep. 242) 22:44

1 year پیش22:44

22:44

Hey there, engineering enthusiasts! Ever wondered how engineers deal with the wild, unpredictable twists and turns in their projects? In this episode, we're spilling the beans on uncertainty and why it's the secret sauce in every engineering recipe, not just the fancy stuff like deep learning and neural networks! Join us for a ride through the world of uncertainty quantification. Tune in and let's demystify the unpredictable together! 🎲🔧🚀 References https://www.osti.gov/servlets/purl/1428000 https://arc.aiaa.org/doi/pdf/10.2514/6.2010-124 https://arxiv.org/pdf/2001.10411…

Data Science at Home

1
How Language Models Are the Ultimate Database(Ep. 241) 26:26

۲ years پیش26:26

26:26

In this episode, dive deep into the world of Language Models as we decode their intricate structure, revealing how these powerful algorithms exploit concepts from the past. But... what if LLMs were just a database? References https://fchollet.substack.com/p/how-i-think-about-llm-prompt-engineering

Data Science at Home

1
Elon is right this time: Rust is the language of AI (Ep. 240) 24:05

۲ years پیش24:05

24:05

In this episode, I delve into Elon Musk's foresight on the future of AI as he champions Rust programming language. Here is why Rust stands at the forefront of AI technology and the potential it holds. References https://github.com/WasmEdge/mediapipe-rs https://blog.stackademic.com/why-did-elon-musk-say-that-rust-is-the-language-of-agi-eb36303ce341…

Data Science at Home

1
Attacking LLMs for fun and profit (Ep. 239) 22:14

۲ years پیش22:14

22:14

As a continuation of Episode 238, I explain some effective and fun attacks to conduct against LLMs. Such attacks are even more effective on models served locally, that are hardly controlled by human feedback. Have great fun and learn them responsibly. References https://www.jailbreakchat.com/ https://www.reddit.com/r/ChatGPT/comments/10tevu1/new_jailbreak_proudly_unveiling_the_tried_and/ https://arxiv.org/abs/2305.13860…

Data Science at Home

1
Unlocking Language Models: The Power of Prompt Engineering (Ep. 238) 28:08

۲ years پیش28:08

28:08

Join me on an enlightening journey through the world of prompt engineering. Explore the multifaceted skills and strategies involved in harnessing the potential of large language models for various applications. From enhancing safety measures to augmenting models with domain knowledge, learn how prompt engineering is shaping the future of AI. References https://arxiv.org/pdf/2109.01652.pdf https://arxiv.org/abs/2201.11903 https://arxiv.org/abs/2302.00923 https://www.mihaileric.com/posts/a-complete-introduction-to-prompt-engineering https://www.axios.com/2023/02/22/chatgpt-prompt-engineers-ai-job…

Data Science at Home

1
Erosion of Software Architecture Quality in the Age of AI Code Generation (Ep. 237) 23:51

۲ years پیش23:51

23:51

In this era of AI-powered code generation, software architects are facing a concerning decline in the quality of their creations. The once meticulously crafted software architectures are now being compromised. Should LLMs be responsible? References Program Design in the UNIX Environment https://harmful.cat-v.org/cat-v/unix_prog_design.pdf…

Data Science at Home

1
The new dimension of AI: Vector Databases (Ep. 236) 27:16

۲ years پیش27:16

27:16

Let's delve into the emerging trend in database design – or is it really a new trend? The realm of vector databases and their revolutionary influence on AI and ML is making headlines. Come along as we investigate how these groundbreaking databases are revolutionizing the landscape of data storage, retrieval, and processing, ultimately unlocking the complete potential of artificial intelligence and machine learning. But are they genuinely as innovative as they seem? References https://partee.io/2022/08/11/vector-embeddings/ https://blog.det.life/why-you-shouldnt-invest-in-vector-databases-c0cd3f59d23c https://medium.com/@ryanntk/choosing-the-right-embedding-model-a-guide-for-llm-applications-7a60180d28e3…

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Data Science at Home « » Unlocking Language Models: The Power of Prompt Engineering (Ep. 238)

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Unlocking Language Models: The Power of Prompt Engineering (Ep. 238)