177: AI-Based Data Cleaning, Data Labelling, And Data Enrichment With LLMs Featuring Rishabh Bhargava Of Refuel The Data Stack Show podcast

Artwork

Tech MBA Business Podcasting Education Rudderstack Customer Data Data Data Driven Data Infrastructure Datastack Eric Dodds Integral Kostas Pardalis

Player FM - Internet Radio Done Right

22 subscribers

הוסף לפני four שנים

תוכן מסופק על ידי Rudderstack. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Rudderstack או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

B

B2B Agility with Greg Kihlström™: MarTech, E-Commerce, & Customer Success

B2B Agility with Greg Kihlström™: MarTech, E-Commerce, & Customer Success podcast artwork

B2B Agility with Greg Kihlström™: MarTech, E-Commerce, & Customer Success podcast artwork

1
#47: The power of AI in UX research and design with Jason Bowman, The Office of Experience 21:35

לפני 11 ימים21:35

הפעל מאוחר יותר

הפעל מאוחר יותר

21:35

How does a B2B brand maintain speed and agility in the area of UX design, where it has often taken a considerable amount of time, effort, and testing to get to a better result? Today we’re going to talk about using AI strategically in UX research, design, and testing. To help me discuss this topic, I’d like to welcome Jason Bowman, Executive Director of User Experience at The Office of Experience. About Jason Bowman Jason leads OX as the Executive Director of UX, bringing over 20+ years of meaningful UX and design experience to the firm, overseeing and managing Content Strategy, UX and Business Analyst teams. Jason has a true talent for guiding projects to successful launches as quickly and efficiently as possible. With strong collaboration skills and attention to detail, he is always looking for the right thing in order to create a better experience for users, clients, and teams. His expansive experience includes multinational, multilingual intranets, startups, marquee consumer brands, global agencies, mobile apps, and more. Notable client work includes Patagonia, Groupon, Samsung, Boston Consulting Group, Sitka Gear, Goop, American Medical Association, and more. RESOURCES The Office of Experience: https://www.officeofexperience.com https://www.officeofexperience.com This episode is brought to you by The Office of Experience, a design-driven, digital-first, vertically integrated and collaborative agency that believes in the power of ideas and the strength of people. Catch the future of e-commerce at eTail Boston, August 11-14, 2025. Register now: https://bit.ly/etailboston and use code PARTNER20 for 20% off for retailers and brands Online Scrum Master Summit is happening June 17-19. This 3-day virtual event is open for registration. Visit www.osms25.com and get a 25% discount off Premium All-Access Passes with the code osms25agilebrand Don't Miss MAICON 2025, October 14-16 in Cleveland - the event bringing together the brights minds and leading voices in AI. Use Code AGILE150 for $150 off registration. Go here to register: https://bit.ly/agile150 Connect with Greg on LinkedIn: https://www.linkedin.com/in/gregkihlstrom Don't miss a thing: get the latest episodes, sign up for our newsletter and more: https://www.theagilebrand.show Check out The Agile Brand Guide website with articles, insights, and Martechipedia, the wiki for marketing technology: https://www.agilebrandguide.com…

The Data Stack Show « »
177: AI-Based Data Cleaning, Data Labelling, and Data Enrichment with LLMs Featuring Rishabh Bhargava of refuel

לפני שנה 1:07:21

שתפו

MP3•בית הפרקים

תוכן מסופק על ידי Rudderstack. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Rudderstack או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

Highlights from this week’s conversation include:

The overview of refuel (0:33)
The evolution of AI and LLMs (3:51)
Types of LLM models (12:31)
Implementing LLM use cases and cost considerations (00:15:52)
User experience and fine-tuning LLM models (21:49)
Categorizing search queries (22:44)
Creating internal benchmark framework (29:50)
Benchmarking and evaluation (35:35)
Using refuel for documentation (44:18)
The challenges of analytics (46:45)
Using customer support ticket data (48:17)
The tagging process (50:18)
Understanding confidence scores (59:22)
Training the model with human feedback (1:02:37)
Final thoughts and takeaways (1:05:48)

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.

… continue reading

461 פרקים

#Tech #MBA #Business #Podcasting Education #Rudderstack #Customer Data #Data #Data Driven #Data Infrastructure #Datastack #Eric Dodds #Integral #Kostas Pardalis

Artwork

177: AI-Based Data Cleaning, Data Labelling, and Data Enrichment with LLMs Featuring Rishabh Bhargava of refuel

The Data Stack Show

22 subscribers

published לפני שנה

שתפו

MP3•בית הפרקים

תוכן מסופק על ידי Rudderstack. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Rudderstack או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

Highlights from this week’s conversation include:

The overview of refuel (0:33)
The evolution of AI and LLMs (3:51)
Types of LLM models (12:31)
Implementing LLM use cases and cost considerations (00:15:52)
User experience and fine-tuning LLM models (21:49)
Categorizing search queries (22:44)
Creating internal benchmark framework (29:50)
Benchmarking and evaluation (35:35)
Using refuel for documentation (44:18)
The challenges of analytics (46:45)
Using customer support ticket data (48:17)
The tagging process (50:18)
Understanding confidence scores (59:22)
Training the model with human feedback (1:02:37)
Final thoughts and takeaways (1:05:48)

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.

… continue reading

461 פרקים

#Tech #MBA #Business #Podcasting Education #Rudderstack #Customer Data #Data #Data Driven #Data Infrastructure #Datastack #Eric Dodds #Integral #Kostas Pardalis

כל הפרקים

×

T

The Data Stack Show

The Data Stack Show podcast artwork

1
249: Quacking Through Data: Duckdb's Emerging Ecosystem 19:20

לפני 3 ימים19:20

הפעל מאוחר יותר

הפעל מאוחר יותר

19:20

This week on The Data Stack Show , John Wessel and Matt Kelliher-Gibson dive into the recent Duck Lake announcement, exploring the evolving landscape of data analytics technologies. They discuss DuckDB's role as a lightweight, local analytics database and its potential as a caching layer for open table formats like Iceberg. The conversation also highlights the current state of data storage standards, focusing on agreements around Parquet and Iceberg, while noting the ongoing complexity in catalog management. Key takeaways include the importance of local compute solutions, the early stage of open table formats, and the potential for simplified data infrastructure that can provide faster, more cost-effective analytics workflows. The episode underscores the ongoing innovation in data technologies and the need for more streamlined, flexible data management solutions. Don’t miss it! Highlights from this week’s conversation include: Discussion on Duck Lake Announcement (1:41) Compatibility with Apache Iceberg (4:05) Use Cases for DuckDB (6:23) Concerns About Data Management (10:01) Introduction to Data Formats (11:40) Catalog Space Challenges (13:13) Metadata Orchestration (14:54) Simplicity in Data Management (15:25) SQL Demo Discussion (17:26) Wrap-Up and Final Thoughts (18:44) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
248: AI and BI: The Future of Data Analytics with Michael Driscoll of Rill Data 47:51

לפני 10 ימים47:51

הפעל מאוחר יותר

הפעל מאוחר יותר

47:51

This week on The Data Stack Show , Eric and John welcome Michael Driscoll, Co-Founder and CEO of Rill Data. Mike discusses the transformative impact of AI on business intelligence (BI) and data analytics. He also explores the shift from traditional dashboard-based tools to more dynamic, code-driven, and AI-powered interfaces that provide deeper insights. During the conversation, the group emphasizes the importance of a metrics-first approach, the potential of leapfrog architectures using technologies like data lakes and real-time analytical databases, and how AI agents are increasingly becoming the primary users of data tools. The conversation highlights the evolving landscape of data infrastructure, where open standards, flexibility, and intelligent interfaces are reshaping how businesses interact with and understand their data, and more. Highlights from this week’s conversation include: Welcome Back Mike Driscoll (1:11) Philosophy Behind BI Tools (2:04) Building a Natural Language Processing Server (4:33) Deployment of MCP Servers (6:07) The Role of Visualizations in BI (10:09) Measuring Product Success (12:43) Navigating Changes as Data Professionals (16:13) Efficiency Gains with Code (19:00) The Future of Data Teams (22:29) Long-term Use of Rutter Stack (25:16) Analytics Landscape Overview (30:59) Future of BI Architecture (33:04) AI's Role in Analytics (35:07) Interoperability and Talent Pool (39:41) The Crowded BI Market (42:03) Final Thoughts and Takeaways (46:07) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
The PRQL: The Metrics-First Approach: Transforming How We Understand Data with Mark Driscoll of Rill Data 2:06

לפני 12 ימים2:06

הפעל מאוחר יותר

הפעל מאוחר יותר

2:06

The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
247: Consulting Firms, AI Strategies, and the $100K Question with the Cynical Data Guy 31:22

לפני 17 ימים31:22

הפעל מאוחר יותר

הפעל מאוחר יותר

31:22

Highlights from this week’s conversation include: The Cynical Data Guy Returns (1:11) Klarna's AI Shift (2:08) Sensational Headlines in Tech (4:31) Impact of AI on Jobs (8:19) Cost of AI Strategy (10:21) Consulting Strategies and Company Differentiation (12:26) Brand Recognition in Consulting (14:48) Critique of Outsourcing Thought (17:10) Future of Consulting with AI (19:37) The Fragility of Data Systems (21:32) Primitive Data Stacks (24:05) Cynical Data Scientist Epitaph (00:26:06) Rebranding Data Science (27:40) Parting Thoughts and Takeaways (30:14) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
The PRQL: Cynical Data Guy: Unpacking Tech's Latest Hype Cycles 3:06

לפני 19 ימים3:06

הפעל מאוחר יותר

הפעל מאוחר יותר

3:06

The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
246: AI, Abstractions, and the Future of Data Engineering with Pete Hunt of Dagster 48:59

לפני 24 ימים48:59

הפעל מאוחר יותר

הפעל מאוחר יותר

48:59

Highlights from this week’s conversation include: Pete's Background and Journey in Data (1:36) Evolution of Data Practices (3:02) Integration Challenges with Acquired Companies (5:13) Trust and Safety as a Service (8:12) Transition to Dagster (11:26) Value Creation in Networking (14:42) Observability in Data Pipelines (18:44) The Era of Big Complexity (21:38) Abstraction as a Tool for Complexity (24:41) Composability and Workflow Engines (28:08) The Need for Guardrails (33:13) AI in Development Tools (36:24) Internal Components Marketplace (40:14) Reimagining Data Integration (43:03) Importance of Abstraction in Data Tools (46:17) Parting Advice for Listeners and Closing Thoughts (48:01) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
The PRQL: Breaking Down Silos: Collaborative Data Engineering in the AI Era with Pete Hunt of Dagster 3:20

לפני 26 ימים3:20

הפעל מאוחר יותר

הפעל מאוחר יותר

3:20

The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
245: The Future of Data: Postgres, Iceberg, and Operational Analytics with Pranav Aurora of Mooncake Labs 44:05

לפני 30 ימים44:05

הפעל מאוחר יותר

הפעל מאוחר יותר

44:05

Highlights from this week’s conversation include: Pranav’s Background and Journey in Data (1:10) Backstory of Mooncake Labs (2:05) PostgreSQL as a Force (4:47) Curiosity in Product Management (7:33) Challenges with Iceberg (11:12) Go-to-Market Strategy (13:52) Building Community Engagement (15:56) Importance of Feedback (18:26) AI Integration in Mooncake Labs (21:29) Innovation in data interaction (23:49) PostgreSQL and startup growth (28:41) Core component of business strategy (31:20) The Origin of the name Mooncake Labs (34:12) Upcoming Product Release (38:40) Connecting with Mooncake Labs and Parting Thoughts (42:49) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
The PRQL: Zero to One: Navigating the Challenges of a Data Infrastructure Startup 1:48

לפני 4 weeks1:48

הפעל מאוחר יותר

הפעל מאוחר יותר

1:48

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
244: Postgres to ClickHouse: Simplifying the Modern Data Stack with Aaron Katz & Sai Krishna Srirampur 34:51

לפני 5 weeks34:51

הפעל מאוחר יותר

הפעל מאוחר יותר

34:51

Highlights from this week’s conversation include: Background of ClickHouse (1:14) PostgreSQL Data Replication Tool (3:19) Emerging Technologies Observations (7:25) Observability and Market Dynamics (11:26) Product Development Challenges (12:39) Challenges with PostgreSQL Performance (15:30) Philosophy of Open Source (18:01) Open Source Advantages (22:56) Simplified Stack Vision (24:48) End-to-End Use Cases (28:13) Migration Strategies (30:21) Final Thoughts and Takeaways (33:29) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
The PRQL: Data Migration Made Easy: Postgres, ClickHouse, and the Future of Analytics with Aaron Katz and Sai Krishna Srirampur 5:47

לפני 5 weeks5:47

הפעל מאוחר יותר

הפעל מאוחר יותר

5:47

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
243: The Data Economy: Turning Information into a Tradable Commodity with Viktor Kessler of Vakamo 34:26

לפני 5 weeks34:26

הפעל מאוחר יותר

הפעל מאוחר יותר

34:26

Highlights from this week’s conversation include: Viktor's Background and Journey in Data (1:20) Evolution of Data Architecture (4:41) The Lakehouse Concept (7:12) Open Source Innovation (11:05) Data Production and Decentralization (15:06) Governance in Decentralized Systems (18:53) Data Economy and Monetization (21:15) Security Concerns in Data Processing (24:21) Impact on Data Consumers (27:37) Compaction Issues in Data Tables (29:39) Open Source Lake Keeper Tool and Parting Thoughts (33:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
The PRQL: Governance, Flexibility, and the Future of Enterprise Data with Viktor Kessler of Vakamo 2:11

לפני 5 weeks2:11

הפעל מאוחר יותר

הפעל מאוחר יותר

2:11

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
242: The Data Convergence: How Operational and Analytical Data Are Merging with Ruben Burdin of Stacksync 36:14

לפני 5 weeks36:14

הפעל מאוחר יותר

הפעל מאוחר יותר

36:14

Highlights from this week’s conversation include: Ruben's Background (1:14) Defining Operational Data (5:20) The Convergence of Operational and Analytical Data (10:53) Evolution from Data Warehousing to Fulfillment Centers (13:19) Challenges of API Integration (18:25) Understanding Data Complexity (22:18) Database vs. API Calls (25:32) Real-Time Database Views (28:15) The Evolution of Data Technology (32:37) Future Topics on PostgreSQL Scaling and Parting Thoughts (34:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

T

The Data Stack Show

The Data Stack Show podcast artwork

1
The PRQL: Two-Way Sync: The Future of Database Communication with Ruben Burdin of Stacksync 2:12

לפני 6 weeks2:12

הפעל מאוחר יותר

הפעל מאוחר יותר

2:12

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…

ברוכים הבאים אל Player FM!

Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.

תקשיבו ל-500+ נושאים

מדריך עזר מהיר

פודקאסטים מובילים

מכביבול ברדיו תל אביב

הזווית - פודקאסט

בכל יום נתון - אוריאל דסקל וראם שרמן

עושים חשבון Osim Heshbon

טייכר וזרחוביץ' ברדיו תל אביב

טייכר וזרחוביץ' - מערכונים

גיבור תרבות Culture Hero

סרטים זה אנחנו - מגזין קולנוע

עושים תוכנה Osim Tochna

השבוע - פודקאסט הארץ

המשחק הגדול

חושבים טוב

המעבדה The Lab

מדע בגובה האוזניים

סליחה על השאלה - ההסכת You Can't Ask That Podcast

סיפור ישראלי

עבר פלילי

Lets Talk Murder | בואי נדבר רצח

Lets Talk Murder | בואי נדבר רצח

האזן לתוכנית הזו בזמן שאתה חוקר