The Cloud and Clear podcast explores the journey of SADA at the tip of the spear in helping organizations transform the way their people work, and the way their industry goes to market in the context of Google Cloud. It features experts from SADA, partners, and our customers discussing and debating what digital transformation means in the real world.
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Weekly talks and fireside chats about everything that has to do with the new space emerging around DevOps for Machine Learning aka MLOps aka Machine Learning Operations.
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Join us for discussions around 1. resilient conversion tracking, 2. data-driven decisioning™, and 3. data-guided results.
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The Google Cloud Platform Podcast, coming to you every week. Discussing everything on Google Cloud Platform from App Engine to BigQuery.
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Learn the latest data science updates in the tech world.
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The Zero Prime Podcast with Pete Soderling explores the early stories of top startups as seen through the eyes of their engineer-founders. In each episode we uncover insights on what it takes to start a company as an engineer in the words of the founders themselves. From the most cutting edge infrastructure companies to the newest trends in developer tooling, we introduce you to the engineer-founder personalities behind the up and coming software startups that you can’t afford to ignore.
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Understanding the trends that are pushing the web forward in the areas of performance, security, publishing, and more.
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Welcome to Google Cloud Reader, where we read the tech blogs for you, and to you. No matter why you prefer an audio format, we’ve got you covered. Tune in to learn more about a variety of Google Cloud topics. Google Cloud reader: Giving a voice to Google tech blogs.
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BigQuery Feature Store // Nicolas Mauti // #255
50:38
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Nicolas Mauti is an MLOps Engineer from Lyon (France), Working at Malt.BigQuery Feature Store // MLOps Podcast #255 with Nicolas Mauti, Lead MLOps at Malt.// AbstractNeed a feature store for your AI/ML applications but overwhelmed by the multitude of options? Think again. In this talk, Nicolas shares how they solved this issue at Malt by leveraging…
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RAG Quality Starts with Data Quality // Adam Kamor // #262
59:33
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Adam Kamor is the Co-founder of Tonic, a company that specializes in creating mock data that preserves secure datasets. RAG Quality Starts with Data Quality // MLOps Podcast #262 with Adam Kamor, Co-Founder & Head of Engineering of Tonic.ai.// AbstractDive into what makes Retrieval-Augmented Generation (RAG) systems tick—and it all starts with the …
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Who's MLOps for Anyway? // Jonathan Rioux // #261
1:10:14
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Jonathan Rioux is a Managing Principal of AI Consulting for EPAM Systems, where he advises clients on how to get from idea to realized AI products with the minimum of fuss and friction.Who's MLOps for Anyway? // MLOps Podcast #261 with Jonathan Rioux, Managing Principal, AI Consulting at EPAM Systems.// AbstractThe year is 2024 and we are all stari…
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How Stagwell is Transforming Global Marketing with Cloud and AI
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In this episode of Cloud and Clear Podcast, Tony Safoian, CEO of SADA, interviews Mark Penn, the CEO of Stagwell, about his extraordinary career journey—from starting a business at age 12 to leading one of the top marketing firms today. Mark offers his perspective on how technology and data have reshaped marketing, reflects on his experience as Chi…
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Alignment is Real // Shiva Bhattacharjee // #260
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Shiva Bhattacharjee is the Co-founder and CTO of TrueLaw, where we are building bespoke models for law firms for a wide variety of tasks.Alignment is Real // MLOps Podcast #260 with Shiva Bhattacharjee, CTO of TrueLaw Inc.// AbstractIf the off-the-shelf model can understand and solve a domain-specific task well enough, either your task isn't that n…
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Ax a New Way to Build Complex Workflows with LLMs // Vikram Rangnekar // #259
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Vikram Rangnekar is an open-source software developer focused on simplifying LLM integration. He created LLMClient, a TypeScript library inspired by Stanford's DSP paper. With years of experience building complex LLM workflows, he previously worked as a senior software engineer at LinkedIn on Ad Serving.Ax a New Way to Build Complex Workflows with …
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Building in Production Human-centred GenAI Solutions // Mohamed Abusaid & Mara Pometti// #177
1:02:42
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MLOps Coffee Sessions #177 with Mohamed Abusaid and Mara Pometti, Building in Production Human-centred GenAI Solutions sponsored by QuantumBlack, AI by McKinsey.// AbstractTrust is paramount in the adoption of new technologies, especially in the realm of education. Mohamed and Mara shed light on the importance of AI governance programs and establis…
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Visualize - Bringing Structure to Unstructured Data // Markus Stoll // #258
50:38
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Markus Stoll is the Co-Founder of Renumics and the developer behind the open-source interactive ML dataset exploration tool, Spotlight. He shares insights on: AI in Engineering and Manufacturing Interactive ML Data Visualization ML Data Exploration Follow Markus for hands-on articles about leveraging ML while keeping a strong focus on data. Visuali…
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How Mio Connects Google Workspace and Collaboration Tools Effortlessly | EP 187
21:33
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Explore the challenges and innovations in cross-platform collaboration as Tom Hadfield, CEO of Mio, discusses how his company is bridging the communication gap between Google Workspace and other collaboration tools on SADA’s Cloud and Clear podcast. This episode delves into the importance of chat interoperability and how Mio is enabling enterprises…
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AI Testing Highlights // Special MLOps Podcast Episode
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MLOps for GenAI Applications // Special MLOps Podcast episode with Demetrios Brinkmann, Chief Happiness Engineer at MLOps Community.// AbstractDemetrios explores common themes in ML model testing with insights from Erica Greene (Yahoo News), Matar Haller (ActiveFence), Mohamed Elgendy (Kolena), and Catherine Nelson (Freelance Data Scientist). They …
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MLSecOps is Fundamental to Robust AISPM // Sean Morgan // #257
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Sean Morgan is an active open-source contributor and maintainer and is the special interest group lead for TensorFlow Addons. Learn more about the platform for end-to-end AI Security at https://protectai.com/.MLSecOps is Fundamental to Robust AI Security Posture Management (AISPM) // MLOps Podcast #257 with Sean Morgan, Chief Architect at Protect A…
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MLOps for GenAI Applications // Harcharan Kabbay // #256
1:07:18
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Harcharan Kabbay is a Data Scientist & AI/ML Engineer with Expertise in MLOps, Kubernetes, and DevOps, Driving End-to-End Automation and Transforming Data into Actionable Insights. MLOps for GenAI Applications // MLOps Podcast #256 with Harcharan Kabbay, Lead Machine Learning Engineer at World Wide Technology.// AbstractThe discussion begins with a…
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Design and Development Principles for LLMOps // Andy McMahon // #254
1:10:17
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Design and Development Principles for LLMOps // MLOps Podcast #254 with Andy McMahon, Director - Principal AI Engineer at Barclays Bank.A huge thank you to SAS for their generous support! // AbstractAs we move from MLOps to LLMOps we need to double down on some fundamental software engineering practices, as well as augment and add to these with som…
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Insight and SADA: Driving AI-Powered Multicloud Solutions | EP 186
21:24
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In this episode of SADA’s Cloud and Clear podcast, join host Veronica Raulin, Sr. Director of Advisory at SADA, as she sits down with Jeff Bozic, Distinguished Technologist at Insight, to discuss the dynamic landscape of cloud security, AI, and how their strategic partnership is driving innovation in these fields. Jeff shares his experiences and in…
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Data Quality = Quality AI // AIQCON Panel
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// AbstractData is the foundation of AI. To ensure AI performs as expected, high-quality data is essential. In this panel discussion, Chad, Maria, Joe, and Pushkar hosted by Sam Partee will explore strategies for obtaining and maintaining high-quality data, as well as common pitfalls to avoid when using data for AI models.// Panelists- Samuel Parte…
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The Variational Book // Yuri Plotkin // #253
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Yuri Plotkin is a Biomedical Engineer and Machine Learning Scientist and the author of The Variational Book. The Variational Book // MLOps Podcast #253 with Yuri Plotkin, an ML Scientist.// AbstractCuriosity has been the underlying thread in Yuri's life and interests. With the explosion of Generative AI, Yuri was fascinated by the topic and decided…
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Vision and Strategies for Attracting & Driving AI Talents in High Growth // Panel // AIQCON
30:33
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// AbstractAttracting and retaining top AI talent is essential for staying competitive. This panel will explore crafting and communicating a compelling vision that aligns with the organization's evolving needs, inspiring potential hires and motivating current employees. The discussion will offer actionable strategies for sourcing top talent, adapti…
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Red Teaming LLMs // Ron Heichman // #252
1:09:52
1:09:52
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Ron Heichmn is an AI researcher specializing in generative AI, AI alignment, and prompt engineering. At SentinelOne, Ron actively monitors emerging research to identify and address potential vulnerabilities in our AI systems, focusing on unsupervised and scalable evaluations to ensure robustness and reliability. Harnessing AI APIs for Safer, Accura…
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Email Security Revolution: A Deep Dive with Material Security | EP 185
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In this episode of Cloud and Clear, your host John Veltri sits down with Abhishek Agarwal, Co-Founder and CEO of Material Security. They dive into the intricacies of cloud security, focusing on Google Workspace, and discuss how Material Security addresses the evolving threats in this space. From email security to sensitive content management and th…
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E25 [DEEP DIVE]: How Metric Trees Are Transforming Businesses with Vijay Subramanian
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In this episode, we introduce a new format for the podcast—a deep dive into a technical topic with an engineer-founder who is an expert on the subject. For our first Deep Dive, I sit down with Vijay Subramanian, the visionary behind Trace, to explore the evolution and future of metric layers in business metrics and cross-functional alignment. Vijay…
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98% of Data Strategies Fail: Let's Fix It
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This story was originally published on HackerNoon at: https://hackernoon.com/98percent-of-data-strategies-fail-lets-fix-it. Learn how to fix failing data strategies using the '5 W's' framework. Transform your approach to KPIs and drive real business value with actionable insights. Check more stories related to data-science at: https://hackernoon.co…
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Balancing Speed and Safety // Panel // AIQCON
35:39
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This is a panel taken from the recent AI quality Conference presented by the MLOps Community and Kolena // AbstractThe need for moving to production quickly is paramount in staying out of perpetual POC territory. AI is moving fast. Shipping features fast to stay ahead of the competition is commonplace. Quick iterations are viewed as strength in the…
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How To Measure The Results Of In-App Events When Onelinks Don’t Work
5:59
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This story was originally published on HackerNoon at: https://hackernoon.com/how-to-measure-the-results-of-in-app-events-when-onelinks-dont-work. How To Measure The Results Of In-App Events When Onelinks Don’t Work Check more stories related to data-science at: https://hackernoon.com/c/data-science. You can also check exclusive content about #analy…
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Reliable LLM Products, Fueled by Feedback // Chinar Movsisyan // #251
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Chinar Movsisyan is the co-founder and CEO of Feedback Intelligence (formerly Manot), an MLOps startup based in San Francisco. She has been in the AI field for more than 7 years from research labs to venture-backed startups. Reliable LLM Products, Fueled by Feedback // MLOps Podcast #250 with Chinar Movsisyan, CEO of Feedback Intelligence.// Abstra…
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How AI-Powered Data Mapping is Democratizing Data Management
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This story was originally published on HackerNoon at: https://hackernoon.com/how-ai-powered-data-mapping-is-democratizing-data-management. Learn how AI-powered data mapping is transforming data management, making it more accessible and efficient for everyone. Check more stories related to data-science at: https://hackernoon.com/c/data-science. You …
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Data Engineering: What’s the Value of API Security in the Generative AI Era?
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This story was originally published on HackerNoon at: https://hackernoon.com/data-engineering-whats-the-value-of-api-security-in-the-generative-ai-era. Discover the importance of API security in the age of Generative AI. Learn how robust API protection ensures data integrity. Check more stories related to data-science at: https://hackernoon.com/c/d…
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A Blueprint for Scalable & Reliable Enterprise AI/ML Systems // Panel // AIQCON
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This is a Panel taken from the recent AI Quality Conference presented by the MLOps COmmunity and Kolena // AbstractEnterprise AI leaders continue to explore the best productivity solutions that solve business problems, mitigate risks, and increase efficiency. Building reliable and secure AI/ML systems requires following industry standards, an opera…
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Say Goodbye to Outdated Diagrams: Automate Your Infrastructure Visualization
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This story was originally published on HackerNoon at: https://hackernoon.com/say-goodbye-to-outdated-diagrams-automate-your-infrastructure-visualization. Automate your infrastructure diagrams. Guide helps you maintain fresh, accurate visuals with minimal effort, perfect for managing Check more stories related to data-science at: https://hackernoon.…
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Why C-Suite Executives Won’t Cut it Without Data Skills Anymore
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This story was originally published on HackerNoon at: https://hackernoon.com/why-c-suite-executives-wont-cut-it-without-data-skills-anymore. Modern executives must master data skills to navigate data privacy, cybersecurity, and strategic decisions. Learn why C-suite leaders can't afford to lag behind Check more stories related to data-science at: h…
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AI Operations Without Fundamental Engineering Discipline // Nikhil Suresh // #250
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Nik Suresh wrote an evisceration of the current AI hype boom called "I Will F**king Piledrive You If You Mention AI Again."AI Operations Without Fundamental Engineering Discipline // MLOps Podcast #250 with Nikhil Suresh, Director @ Hermit Tech.// AbstractNik is on the podcast because of an anti-AI hype piece, so a reasonable thing to discuss is go…
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Transforming Healthcare: Verily’s 50 Petabyte Data Migration Journey | EP 184
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Join Miles Ward, CTO at SADA, as he delves into the world of massive data migration with Joe Intrakamhang, Head of Data Management and Cost Optimization at Verily. Discover how SADA and Google Cloud collaborated to move an astounding 50+ petabytes of data for Verily, a leader in precision healthcare. Learn about the challenges and triumphs of this …
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Meet New & Improved BigQuery: Single, Unified AI-Ready Data Platform
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This story was originally published on HackerNoon at: https://hackernoon.com/meet-new-and-improved-bigquery-single-unified-ai-ready-data-platform. Google has gone a step further and unified key data Google Cloud analytics capabilities under BigQuery - now the single, AI-ready data analytics platform. Check more stories related to data-science at: h…
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Eric Landry is a seasoned AI and Machine Learning leader with extensive expertise in software engineering and practical applications in NLP, document classification, and conversational AI. With technical proficiency in Java, Python, and key ML tools, he leads the Expedia Machine Learning Engineering Guild and has spoken at major conferences like Ap…
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Decoding Transformers' Superiority over RNNs in NLP Tasks
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This story was originally published on HackerNoon at: https://hackernoon.com/decoding-transformers-superiority-over-rnns-in-nlp-tasks. Explore the intriguing journey from Recurrent Neural Networks (RNNs) to Transformers in the world of Natural Language Processing in our latest piece: 'The Trans Check more stories related to data-science at: https:/…
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Evaluating the Effectiveness of Large Language Models: Challenges and Insights // Aniket Singh // #248
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Aniket Kumar Singh is a Vision Systems Engineer at Ultium Cells, skilled in Machine Learning and Deep Learning. I'm also engaged in AI research, focusing on Large Language Models (LLMs).Evaluating the Effectiveness of Large Language Models: Challenges and Insights // MLOps Podcast #248 with Aniket Kumar Singh, CTO @ MyEvaluationPal | ML Engineer @ …
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How to Enable Auto-Start for Apache DolphinScheduler
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This story was originally published on HackerNoon at: https://hackernoon.com/how-to-enable-auto-start-for-apache-dolphinscheduler. To set DolphinScheduler to start automatically upon system boot, you typically need to configure it as a system service. Check more stories related to data-science at: https://hackernoon.com/c/data-science. You can also…
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Benchmarking Apache Kafka: Performance-per-price
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This story was originally published on HackerNoon at: https://hackernoon.com/benchmarking-apache-kafka-performance-per-price. This is a study comparing environments for Apache Kafka. The ultimate goal is to find the most effective setup and achieve the best price-performance ratio. Check more stories related to data-science at: https://hackernoon.c…
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Extending AI: From Industry to Innovation // Sophia Rowland & David Weik // #246
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Sophia Rowland is a Senior Product Manager focusing on ModelOps and MLOps at SAS. In her previous role as a data scientist, Sophia worked with dozens of organizations to solve a variety of problems using analytics. David Weik has a passion for data and creating integrated customer-centric solutions. Thinking data and people first to create value-ad…
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Detecting Harmful Content at Scale // Matar Haller // #245
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Matar Haller is the VP of Data & AI at ActiveFence, where her teams own the end-to-end automated detection of harmful content at scale, regardless of the abuse area or media type. The work they do here is engaging, impactful, and tough, and Matar is grateful for the people she gets to do it with. AI For Good - Detecting Harmful Content at Scale // …
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When and When Not to Use Apache Kafka as a Database
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This story was originally published on HackerNoon at: https://hackernoon.com/when-and-when-not-to-use-apache-kafka-as-a-database. Discover how Apache Kafka’s data retention and querying capabilities make it similar to a database and learn when to use Kafka for database-like use cases. Check more stories related to data-science at: https://hackernoo…
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AI Revolution for Retail: Simplifying Pricing and Promotion | EP 183
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Join us on Cloud and Clear, SADA's cloud transformation podcast. This episode features leaders from Revionics and Google Cloud discussing the transformative impact of AI in retail. Discover how AI enhances customer experience, optimizes pricing, and drives operational excellence. Learn about the role of Google Cloud in powering these advancements a…
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This story was originally published on HackerNoon at: https://hackernoon.com/a-leaders-guide-to-data-driven-success. Transform data from a source of frustration into a powerful business tool with this practical guide for executives. Check more stories related to data-science at: https://hackernoon.com/c/data-science. You can also check exclusive co…
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All Data Scientists Should Learn Software Engineering Principles // Catherine Nelson // #245
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Catherine Nelson is a freelance data scientist and writer. She is currently working on the forthcoming O’Reilly book "Software Engineering for Data Scientists”.Why All Data Scientists Should Learn Software Engineering Principles // MLOps podcast #245 with Catherine Nelson, a freelance Data Scientist.A big thank you to LatticeFlow AI for sponsoring …
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Meta GenAI Infra Blog Review // Special MLOps Podcast
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Meta GenAI Infra Blog Review // Special MLOps Podcast episode by Demetrios.// AbstractDemetrios explores Meta's innovative infrastructure for large-scale AI operations, highlighting three blog posts on training large language models, maintaining AI capacity, and building Meta's GenAI infrastructure. The discussion reveals Meta's handling of hundred…
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Seamlessly Migrate Your On-Premise Data Pipeline to Azure with These Key Steps
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This story was originally published on HackerNoon at: https://hackernoon.com/seamlessly-migrate-your-on-premise-data-pipeline-to-azure-with-these-key-steps. Scaling AI/ML Data Needs: Migrating On-Premise Data Engineering Workloads to Azure Cloud Check more stories related to data-science at: https://hackernoon.com/c/data-science. You can also check…
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This story was originally published on HackerNoon at: https://hackernoon.com/data-collection-for-product-managers. Discover how product managers can bridge the gap between intuition and data to optimize product improvement with best practices and real-world examples. Check more stories related to data-science at: https://hackernoon.com/c/data-scien…
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AI Agents for Consumers // Shaun Wei // #244
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Sean Wei, the CEO and co-founder of RealChar, shares his journey from working in the autonomous vehicle industry to creating an open-source voice assistant project called Realchar, which eventually evolved into Rivia, a voice AI assistant focused on managing personal phone calls.The Future of AI and Consumer Empowerment // MLOps podcast #244 with S…
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Leveraging Data Granularity, Distribution, and Modeling for Effective Product Management
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This story was originally published on HackerNoon at: https://hackernoon.com/leveraging-data-granularity-distribution-and-modeling-for-effective-product-management. These three fundamental concepts are exceptionally needed for being able to use data to enhance product strategy. Check more stories related to data-science at: https://hackernoon.com/c…
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How Vectors, Rag and Llama 3 Are Changing First-Party Data
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This story was originally published on HackerNoon at: https://hackernoon.com/how-vectors-rag-and-llama-3-are-changing-first-party-data. In the battle for the best data, is first-party better? Not by itself, but it could be with vectors, frameworks like RAG, and open-source models Check more stories related to data-science at: https://hackernoon.com…
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