Since the launch of ChatGPT, one of the trending terms outside of ChatGPT itself has been prompt engineering. This act of carefully crafting your instructions is treated as alchemy by some and science by others. So what makes an effective prompt? Alex Banks has been building and scaling AI products since 2021. He writes Sunday Signal, a newsletter offering a blend of AI advancements and broader thought-provoking insights. His expertise extends to social media platforms on X/Twitter and LinkedIn, where he educates a diverse audience on leveraging AI to enhance productivity and transform daily life. In the episode, Alex and Adel cover Alex’s journey into AI and what led him to create Sunday Signal, the potential of AI, prompt engineering at its most basic level, strategies for better prompting, chain of thought prompting, prompt engineering as a skill and career path, building your own AI tools rather than using consumer AI products, AI literacy, the future of LLMs and much more. Links Mentioned in the Show: [Alex’s Free Course on DataCamp] Understanding Prompt EngineeringSunday SignalPrinciples by Ray Dalio: Life and WorkRelated Episode: [DataFramed AI Series #1] ChatGPT and the OpenAI Developer EcosystemRewatch sessions from RADAR: The Analytics Edition New to DataCamp? Learn on the go using the DataCamp mobile appEmpower your business with world-class data and AI skills with DataCamp for business
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We talked about:
Anahita's Background Mechanical Engineering and Applied Mechanics Finite Element Analysis vs. Machine Learning Optimization and Semantic Reporting Application of Knowledge Graphs in Research Graphs vs Tabular Data Computational graphs Graph Data Science and Graph Machine Learning Combining Knowledge Graphs and Large Language Models (LLMs) Practical Applications and Projects Challenges and Learnings Anahita’s Recommendations
Links:
GitHub repo: https://github.com/antahiap/ADPT-LRN-PHYS/tree/main
Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html
Project aim is to try building a web scraping library that uses OCR, an LLM and some automation scripts to retrieve data from highly protected websites without API’s.
Está no ar, o Data Hackers News !! Os assuntos mais quentes da semana, com as principais notícias da área de Dados, IA e Tecnologia, que você também encontra na nossa Newsletter semanal, agora no Podcast do Data Hackers !
Aperte o play e ouça agora, o Data Hackers News dessa semana !
Para saber tudo sobre o que está acontecendo na área de dados, se inscreva na Newsletter semanal:
https://www.datahackers.news/
Baixe o relatório completo do State of Data Brazil e os highlights da pesquisa :
https://stateofdata.datahackers.com.br/
Conheça nossos comentaristas do Data Hackers News:
Monique Femme Paulo Vasconcellos
Demais canais do Data Hackers:
Site Linkedin Instagram Tik Tok You Tube
Matérias/assuntos comentados:
Amazon investe mais US$ 2.7bilhões na Anthropic;
Claude 3 Opus destrona GPT-4 em benchmarking;
OpenAI anuncia modelo de clonagem de voz, que não será liberado.
Já aproveita, para nos seguir no Spotify, Apple Podcasts, ou no seu player de podcasts favoritos !
Are LLMs useful for enterprises? Well, what is the use of a large language model that is trained on trillions of tokens but knows little to nothing about your business.
To make LLMs actually useful for enterprises, it is important for them to retrieve company's data effectively. LlamaIndex has been at the forefront of providing such solutions and frameworks to augment LLMs.
In this episode, Jerry Liu, Co-founder and CEO of LlamaIndex, joins Raja Iqbal, CEO and Chief Data Scientist at Data Science Dojo, for a deep dive into the intersection of generative AI, data. and entrepreneurship.
Jerry walks us through the cutting-edge technologies reshaping the generative AI landscape such as LlamaIndex. He also explores Retrieval Augmented Generation (RAG) and fine-tuning in detail, discussing their benefits, trade-offs, use cases, and enterprise adoption, making these complex tools and topics not just easily understandable but also fascinating.
Jerry further ventures into the heart of entrepreneurship, sharing valuable lessons and insights learned along his journey, from navigating his corporate career at tech giants like Apple, Quora, Two Sigma, and Uber, to starting as a founder in the data and AI landscape.
Amidst the excitement of innovation, Raja and Jerry also address the potential risks and considerations with generative AI. They raise thought-provoking questions about its impact on society, for instance, whether we're trading critical thinking for convenience.
Whether you're a generative AI enthusiast, seasoned entrepreneur, or simply curious about the future, this podcast promises plenty of knowledge and insights for you.
40 minutes + 5 mins questions. À travers des cas d'exemples (notamment des sites automatisés) et des retours concrets (RAG, plateformes...) qu'avons-nous appris quant à la réalisation d'un projet utilisant de l'IA générative ? Comment ces outils d'IA génératives vont impacter nos métiers.... Même les plus créatifs !
Send us a text Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society. Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style! In this episode #42, titled "Unraveling the Fabric of Data: Microsoft's Ecosystem and Beyond," we're joined once again by the tech maestro and newly minted Microsoft MVP, Sam Debruyn. Sam brings to the table a bevy of updates from his recent accolades to the intricacies of Microsoft's data platforms and the world of SQL.
Biz Buzz: From Reddit's IPO to the performance versus utility debate in database selection, we dissect the big moves shaking up the business side of tech. Read about Reddit's IPO.Microsoft's Fabric Unraveled: Get the lowdown on Microsoft's Fabric, the one-stop AI platform, as Sam Debruyn gives us a deep dive into its capabilities and integration with Azure Databricks and Power BI. Discover more about Fabric and dive into Sam's blog.dbt Developments: Sam talks dbt and the exciting new SQL tool for data pipeline building with upcoming unit testing capabilities.Polaris Project: Delving into Microsoft's internal storage projects, including insights on Polaris and its integration with Synapse SQL. Read the paper here.AI Advances: From the release of Grok-1 and Apple's MM1 AI model to GPT-4's trillion parameters, we discuss the leaps in artificial intelligence.Stability in Motion: After OpenAI's Sora, we look at Stability AI's new venture into motion with Stable Video. Check out Stable Video.Benchmarking Debate: A critical look at performance benchmarks in database selection and the ongoing search for the 'best' database. Contemplate benchmarking perspectives.Versioning Philosophy: Hot takes on semantic versioning and what stability really means in software development. Dive into Semantic Versioning.
Está no ar, o Data Hackers News !! Os assuntos mais quentes da semana, com as principais notícias da área de Dados, IA e Tecnologia, que você também encontra na nossa Newsletter semanal, agora no Podcast do Data Hackers !
Aperte o play e ouça agora, o Data Hackers News dessa semana !
Para saber tudo sobre o que está acontecendo na área de dados, se inscreva na Newsletter semanal:
https://www.datahackers.news/
Baixe o relatório completo do State of Data Brazil e os highlights da pesquisa :
https://stateofdata.datahackers.com.br/
Conheça nossos comentaristas do Data Hackers News:
Monique Femme Paulo Vasconcellos
Demais canais do Data Hackers:
Site Linkedin Instagram Tik Tok You Tube
Matérias/assuntos comentados:
Apple negocia usar IA do Google no iPhone
Devin, a primeira IA desenvolvedora de software, é anunciada
Robô humanoide com ChatGPT apresenta resultados impressionantes
Já aproveita, para nos seguir no Spotify, Apple Podcasts, ou no seu player de podcasts favoritos !
A spoken debate between OpenAI's GPT-4 and Google's Gemini on the topic: Standardized testing should be abolished.
Send us a text Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society. Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style! In episode #41, titled “Regulations and Revelations: Rust Safety, ChatGPT Secrets, and Data Contracts” we're thrilled to have Paolo Léonard joining us as we unpack a host of intriguing developments across the tech landscape: In Rust We Trust? White House Office urges memory safety: A dive into the push for memory safety and what it means for programming languages like Python.ChatGPT's Accidental Leak? Did OpenAI just accidentally leak the next big ChatGPT upgrade?: Speculations on the upcoming enhancements and their impact on knowledge accessibility.EU AI Act Adoption: EU Parliament officially adopts AI Act: Exploring the landmark AI legislation and its broad effects, with a critical look at potential human rights concerns.Meet Devin, the AI Engineer: Exploring the capabilities and potential of the first AI software engineer.Rye's New Stewardship: Astral takes stewardship of Rye: The next big thing in Python packaging and the role of community in driving innovation, with discussions unfolding on GitHub.Data Contract CLI: A look at data contracts and their importance in managing and understanding data across platforms.AI and Academic Papers: The influence of AI on academic research, highlighted by this paper and this paper, and how it's reshaping the landscape of knowledge sharing.
We talked about:
Reem’s background Context-aware sensing and transfer learning Shifting focus from PhD to industry Reem’s experience with startups and dealing with prejudices towards PhDs AI interviewing solution How candidates react to getting interviewed by an AI avatar End-to-end overview of a machine learning project The pitfalls of using LLMs in your process Mitigating biases Addressing specific requirements for specific roles Reem’s resource recommendations
Links:
LinkedIn: https://www.linkedin.com/in/reemmahmoud/recent-activity/all/ Website: https://topmate.io/reem_mahmoud
Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html
Está no ar, o Data Hackers News !! Os assuntos mais quentes da semana, com as principais notícias da área de Dados, IA e Tecnologia, que você também encontra na nossa Newsletter semanal, agora no Podcast do Data Hackers !
Aperta o play e ouça agora, o Data Hackers News dessa semana !
Para saber tudo sobre o que está acontecendo na área de dados, se inscreva na Newsletter semanal:
https://www.datahackers.news/
Baixe o relatório completo do State of Data:
https://www.stateofdata.com.br/
Conheça nossos comentaristas do Data Hackers News:
Monique Femme Paulo Vasconcellos
Demais canais do Data Hackers:
Site Linkedin Instagram Tik Tok You Tube
Matérias/assuntos comentados:
SXSW lança tendencias para o futuro da tecnologia Sam Altman volta para o board da OpenAI IA do X/Twitter será open-source, anuncia Elon Musk
Já aproveita, para nos seguir no Spotify, Apple Podcasts, ou no seu player de podcasts favoritos !
Generative AI is fantastic but has a major problem: sometimes it "hallucinates", meaning it makes things up. In a business product like a chatbot, this can be disastrous. Vector databases like Pinecone are one of the solutions to mitigating the problem. Vector databases are a key component to any AI application, as well as things like enterprise search and document search. They have become an essential tool for every business, and with the rise in interest in AI in the last couple of years, the space is moving quickly. In this episode, you'll find out how to make use of vector databases, and find out about the latest developments at Pinecone. Elan Dekel is the VP of Product at Pinecone, where he oversees the development of the Pinecone vector database. He was previously Product Lead for Core Data Serving at Google, where he led teams working on the indexing systems to serve data for Google search, YouTube search, and Google Maps. Before that, he was Founder and CEO of Medico, which was acquired by Everyday Health. In the episode, RIchie and Elan explore LLMs, hallucination in generative models, vector databases and the best use-cases for them, semantic search, business applications of vector databases and semantic search, the tech stack for AI applications, cost considerations when investing in AI projects, emerging roles within the AI space, the future of vector databases and AI, and much more. Links Mentioned in the Show: Pinecone CanopyPinecone ServerlessLlamaIndexLangchain[Code Along] Semantic Search with PineconeRelated Episode: Expanding the Scope of Generative AI in the Enterprise with Bal Heroor, CEO and Principal at MactoresSign up to RADAR: The Analytics Edition New to DataCamp? Learn on the go using the DataCamp mobile appEmpower your business with world-class data and AI skills with DataCamp for business
Está no ar, o Data Hackers News !! Os assuntos mais quentes da semana, com as principais notícias da área de Dados, IA e Tecnologia, que você também encontra na nossa Newsletter semanal, agora no Podcast do Data Hackers !
Aperta o play e ouça agora, o Data Hackers News dessa semana !
Para saber tudo sobre o que está acontecendo na área de dados, se inscreva na Newsletter semanal:
https://www.datahackers.news/
Baixe o relatório completo do State of Data:
https://www.stateofdata.com.br/
Conheça nossos comentaristas do Data Hackers News:
Monique Femme Paulo Vasconcellos
Demais canais do Data Hackers:
Site Linkedin Instagram Tik Tok You Tube
Matérias/assuntos comentados:
Os resultados do State of Data Brazil 2023 Elon Musk processa OpenAI por ser lucrativa Anthropic anuncia Claude 3 com resultados melhores que GPT-4
Já aproveita para nos seguir no Spotify, Apple Podcasts, ou no seu player de podcasts favoritos !