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Data Science Connect
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Добавлен 14 дек 2018
Accelerating the Path from Data Science to Production AI
This insightful session explored how to bridge the gap between data science and production AI. Industry leaders shared actionable strategies to streamline feature engineering, integrate unified data frameworks, and scale AI delivery efficiently.
Event Highlights:
1. Techniques for reducing data engineering bottlenecks with rapid feature engineering.
2. Integrating unified frameworks for batch, streaming, and real-time data processing.
3. Practical approaches to minimize technical debt while scaling AI delivery.
Speakers:
Supriya Bhatia - VP, Head of Data Science and Advanced Analytics, BBBO
Kevin Stumpf - Co-Founder & CTO, Tecton
Melissa Sousa - Corporate Director of Data & AI Strategy, Emory Hea...
Event Highlights:
1. Techniques for reducing data engineering bottlenecks with rapid feature engineering.
2. Integrating unified frameworks for batch, streaming, and real-time data processing.
3. Practical approaches to minimize technical debt while scaling AI delivery.
Speakers:
Supriya Bhatia - VP, Head of Data Science and Advanced Analytics, BBBO
Kevin Stumpf - Co-Founder & CTO, Tecton
Melissa Sousa - Corporate Director of Data & AI Strategy, Emory Hea...
Просмотров: 4
Видео
Future-Proofing Infrastructure: Democratizing Data for the AI Generation
Просмотров 2014 часов назад
Join us for an insightful virtual webinar exploring how organizations can future-proof their infrastructure to democratize data for the AI-driven generation. This session covers key strategies to integrate scalable AI systems while balancing innovation, security, and compliance. 💡 What You’ll Learn: How Generative AI is reshaping data democratization. Building scalable infrastructure for seamle...
Fireside Chat: How to Build a High-Performance Fraud Detection System
Просмотров 1614 дней назад
Real-time fraud detection is critical in financial services, but it comes with unique challenges-especially when balancing scalability with millisecond-level response times. In this fireside chat, Ben Orkin, Vice President of Engineering - MLOps at North American Bancard, shares how his team transitioned from a third-party fraud detection solution to building their own high-performance ML syste...
Cross-Industry Applications:The Risk & Reward of Realizing the Potential of AI & Advanced Analytics
Просмотров 221 день назад
Explore how top industry leaders are leveraging AI and advanced analytics to transform their sectors in this insightful panel discussion. From healthcare to supply chain management, each speaker shares the unique risks and rewards they face while driving innovation in their respective fields. Panelists: Frances Boykin, Director of Advanced Analytics, AT&T Amelia Burke-Garcia, Director, Center f...
Harnessing Retrieval-Augmented Generation (RAG): Enhancing AI's Knowledge & Contextual Understanding
Просмотров 3321 день назад
Join top AI leaders in this insightful discussion on Retrieval-Augmented Generation (RAG) and its transformative potential in enhancing AI's ability to access and apply knowledge with greater context and accuracy. Learn how industry experts are leveraging RAG to push the boundaries of AI’s contextual understanding across multiple sectors. Panelists: Andreea Popescu, Senior Director of Data Scie...
Best Practices for Infrastructure, Data Pipelines, and Operational Efficiency
Просмотров 521 день назад
In this panel discussion, top AI leaders from across industries share how they’ve successfully scaled AI within their organizations to achieve maximum return on investment (ROI). Learn the best practices for optimizing infrastructure, streamlining data pipelines, and driving operational efficiency. Panelists: Kosoff, Managing Director & Data Science Executive, Bank of America Kim, Director of D...
Building Trust in AI: Addressing Security, Privacy, and Ethical Governance in Responsible AI
Просмотров 521 день назад
As AI continues to evolve, the need for responsible AI practices becomes increasingly critical. This session explores how industry leaders are addressing security, privacy, and ethical governance to build trust in AI and ensure its responsible use across organizations. Speakers: Anqi Zou, Head of Fair & Responsible Banking Analytics, Truist Sergey Fogelson, VP, Head of Data Science, TelevisaUni...
Beyond Chatbots: Practical Generative AI Use Cases
Просмотров 1621 день назад
Generative AI goes far beyond chatbots, offering a wide range of applications that can transform business operations. In this engaging session, industry experts from various sectors explore the practical use cases of Generative AI, sharing how they leverage its power for advanced analytics, customer engagement, and more. Speakers: Sachin More, IT Solutions Leader, Dollar General Ahmad Haider, S...
KEYNOTE FIRESIDE CHAT: Setting the Direction for a Future With AI
Просмотров 421 день назад
Join industry leaders for an insightful fireside chat exploring the future of AI and its transformative potential across industries. In this keynote session, panelists will discuss the strategic directions their organizations are taking to harness the power of AI for innovation, operational efficiency, and data-driven decision-making. Speakers: Brian Mink, Co-Founder & President, Data Science C...
From Hype to Reality: Practical Implications of AI Transformation, brought to you by Elder Research
Просмотров 821 день назад
Artificial intelligence is transforming industries, but how do organizations move from hype to practical, real-world applications of AI? In this panel, leaders from top organizations will discuss their experiences in leveraging AI to drive meaningful transformation, improve decision-making, and deliver tangible business outcomes. Panelists: Rick Hinton, Vice President of Analytics Strategy & Tr...
Democratizing Data-Driven Decision-Making
Просмотров 321 день назад
Explore how organizations across diverse industries are democratizing data-driven decision-making and empowering teams to leverage data and analytics for strategic business insights. In this discussion, industry experts will share their experiences and insights into how cloud analytics and AI are making data more accessible to everyone within an organization, driving better decision-making acro...
The Best AI Strategy Begins with a Good Data Strategy, brought to you by Tecton
Просмотров 521 день назад
In this insightful session, industry leaders share how building a strong data strategy is essential to the success of AI initiatives. Learn from experts across various sectors as they discuss the importance of robust data management practices to drive AI innovation, enhance customer experiences, and gain a competitive edge. Speakers: Sergio Ferragut, Principal Developer Advocate, Tecton Prital ...
GenAI Demo Day
Просмотров 2321 день назад
Get ready for GenAI Demo Day, a virtual event packed with 10-minute demos showcasing cutting-edge Generative AI solutions. At DSC, we understand the importance of your time, so we've designed this event to bring you impactful, no-fluff presentations that get straight to the point. 🔍 What you'll learn: 1️⃣ Innovative Solutions: See the latest advancements in Generative AI through concise, high-i...
Scalable Graph Learning for your Enterprise
Просмотров 3928 дней назад
Join us for an insightful session on Relational Deep Learning (RDL), a cutting-edge method that transforms how we build predictive models using data from relational databases like Snowflake. Traditional feature engineering often results in suboptimal models, but with RDL, you can streamline processes like fraud detection, recommendation systems, and customer retention-scaling to handle graphs w...
AudienceMatchAI: Marketing Evolved
Просмотров 24Месяц назад
Discover how marketing is evolving with AudienceMatchAI - a revolutionary solution brought to you by Softcrylic. In this video, Brad Kossmann, Sr. Director of Data Science & Analytics at Softcrylic, introduces AudienceMatchAI, which leverages advanced data science and AI to optimize marketing strategies and improve audience targeting. Brad will dive into: How AudienceMatchAI works and its impac...
Keynote: The Twin Crises of Science (and How to Defeat Them)
Просмотров 17Месяц назад
Keynote: The Twin Crises of Science (and How to Defeat Them)
Using In-Context Learning to Get Started With AI, Safely
Просмотров 9Месяц назад
Using In-Context Learning to Get Started With AI, Safely
AI Observability: The Key to Unlocking the Full Potential of Large Language Models
Просмотров 9Месяц назад
AI Observability: The Key to Unlocking the Full Potential of Large Language Models
Building the Foundation for AI: How Cloud Migration Transforms Data Warehousing
Просмотров 2Месяц назад
Building the Foundation for AI: How Cloud Migration Transforms Data Warehousing
Stack Your Enterprise's Odds for Success: AI Pilot to Production
Просмотров 6Месяц назад
Stack Your Enterprise's Odds for Success: AI Pilot to Production
The Top 5 Things Data Executives Are Saying About AI
Просмотров 4Месяц назад
The Top 5 Things Data Executives Are Saying About AI
Data Management for AI: What Does It Take to Build AI Success on Trusted Data?
Просмотров 2Месяц назад
Data Management for AI: What Does It Take to Build AI Success on Trusted Data?
What are Data Flywheels? And how do you build one?
Просмотров 6Месяц назад
What are Data Flywheels? And how do you build one?
Simplifying LLMOps at Scale for Data Scientists
Просмотров 36Месяц назад
Simplifying LLMOps at Scale for Data Scientists
Scaling AI Beyond Vectors: Building Smarter, Faster Systems for Retrieval-Augmented Generation (RAG)
Просмотров 1,5 тыс.Месяц назад
Scaling AI Beyond Vectors: Building Smarter, Faster Systems for Retrieval-Augmented Generation (RAG)
Getting From Data to Generative AI Quickly
Просмотров 11Месяц назад
Getting From Data to Generative AI Quickly
Beyond Sight: Exploring the Frontier of Computer Vision with Generative AI Innovations
Просмотров 26Месяц назад
Beyond Sight: Exploring the Frontier of Computer Vision with Generative AI Innovations
Navigating New Territories: Exploring Geospatial Analysis with the Power of Generative AI
Просмотров 35Месяц назад
Navigating New Territories: Exploring Geospatial Analysis with the Power of Generative AI
Thank you Dr. Frances for explaining how there are 100's of use cases of AI in telecom sector.
Can you please mail the slides
nice!
who’s better: nessi, hive ?
Hi Matt and Tom, great presentation. If you guys see this, can you please post the link to the blog that Tom mentioned at the end of this video. I think he wrote a blog about brining JSON into Iceberg and building analytics on top of that using Trino. Im planning to do a project so could use some help. Thanks!
Amazing information. Thanks for sharing. We are trying to build something similar.
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Good content ❤❤
One of best data science channel really connect with real world Thank you so much
*PromoSM*
This is one of the best content I've seen on Data Science in my 3years of Data Science fellowship... Ma'am, your content is Master Class... thank you greatly for putting this out.
😉 *Promo sm*
00:29:30 Monadic ∪ is Unique 00:30:15 Depth is the level of nesting: arrays of arrays of arrays, etc. (The dimensionality is the number of dimensions: ≢⍴) 00:32:55 This usage of / is actually the monadic Reduce higher-order function (Replicate is also / but with a value on its left) 00:37:05 */⍳5 should really give 1 but on the way to getting that result, we have to compute a number with over 10⁴⁸⁸ digits and since that cannot be represented, we get a "domain error" 00:39:40 This usage of ⍨ is informally called Swap, while the higher-order function as a whole is called Commute. (Selfie is the informal name when there's only one argument, e.g. +⍨5 gives 10 because +⍨ is "plus selfie".) 00:59:45 1*2*3*4*5 is NOT equivalent to 1*(2*3*4)*5 because 1*2*3*4*5 is 1*(2*(3*(4*5))) - 4*5 is 1024 and 3*1024 is already 3.7×10⁴⁸⁸. Now, raising 2 to that power give you that enormeous number with over 10⁴⁸⁸ digits! 01:06:15 ⎕CSV can actually separate the header and parse the numbers: (e_4ch header)←⎕CSV'emo/4chan.csv'⍬41 01:15:00 You need to give ]plot a vector of two vectors, not a two-column matrix: ↓⍉e_4ch[;9 12]
Max here, thanks Adám!
What is this ?
Thanks for the workshop. I've already asked these but in the other video on the conference. I have some questions regarding Anomaly Detection and I hope Hasan or anyone else can answer it. 1. Do I need to train my anomaly detection model with normal data only? 2. What is the validation and testing data? Should I need to have normal data only or mix them with anomaly. If mixing is the answer what is the splitting ratios? Thanks and appreciation for the answers.
Thanks Hasan for the workshop. You are good in time series could you please make a series about GAN for time series> It will be great.
I love this talk!
Kemey ke selam do Anne asmelash gebremariam gebrezabher data since
😈 𝘱𝘳𝘰𝘮𝘰𝘴𝘮
The woman is just reading a script! What a horrible presentation...
How can Data Scientists play a vital role in fighting against Cybersecurity Threats Provide an example.
Delivered with clarity and is substantive.
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Hey Data Science Connect, nice to meet you! I just found your channel and subscribed, love what you're doing! I like how clear and detailed your explanations are as well as the depth of knowledge you have surrounding the topic! Since I run a tech education channel as well, I love to see fellow Content Creators sharing, educating, and inspiring a large global audience. I wish you the best of luck on your RUclips Journey, can't wait to see you succeed! Your content really stands out and you've put so much thought into your videos! Cheers, happy holidays, and keep up the great work!
Fantastic speech! Engaging, interesting, and exciting.
Glad you enjoyed it!