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

The Data Stack Show

Player FM - Internet Radio Done Right

22 subscribers

הוסף לפני three 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.

<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/action-academy-replace-the-job-you-hate-with-a-life-you-love">Action Academy | Replace The Job You Hate With A Life You Love</a></span>

1
Action Academy | Replace The Job You Hate With A Life You Love

בטל רישום

לפני 1 dayלפני 1d ago

בטל רישום

יומי

Ready to replace your 6-figure salary with real freedom? This is the podcast for high earners who feel stuck in jobs they’ve outgrown. If you’re asking, “How do I actually replace $10K–$20K/month so I can quit and never look back?” — welcome home. At Action Academy, we teach you how to buy small businesses and commercial real estate to create cash flow that actually replaces your job. Monday through Friday, you’ll learn from 7–9 figure entrepreneurs, real estate moguls, and acquisition pros who’ve done it — and show you how to do it too. Hosted by Brian Luebben (@brianluebben), who quit his 6-figure sales role in 2022 to build a global business while traveling the world. If you're a high-income earner ready to become a high-impact entrepreneur, this show is your playbook. Subscribe now and start your path to freedom — or keep pretending your job will get better someday....

לפני שנה 1:07:21

MP3•בית הפרקים

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.

441 פרקים

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

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

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)

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.

441 פרקים

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

כל הפרקים

The Data Stack Show

1
238: What Every Developer Needs to Know About Microservices in 2025 with Mark Fussell, Founder & CEO at Diagrid 52:21

לפני 6 ימים52:21

52:21

Highlights from this week’s conversation include: Mark’s Background and Journey in Data (1:08) Mark’s Time at Microsoft (5:33) Internal Adoption of Azure (9:20) Understanding Pain Points (11:06) Complexity in Software Development (13:15) Microservices Architecture Overview (17:15) Microservices vs. Monolith (22:08) Modernizing Legacy Applications (24:39) Dependency Management with Dapr (29:43) Infrastructure as Code (33:04) AI's Rapid Evolution and Vendor Changes (37:27) Language Models in Application Development (39:05) AI in Creative Applications (42:59) The Future of Backend Development (47:22) Streamlining Development Processes (49:29) Dapr as an Open Source Solution (51:11) Getting Started with Dapr and Parting Thoughts (51:39) 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 .…

The Data Stack Show

1
The PRQL: From Monoliths to Microservices with Mark Fussell, Founder & CEO at Diagrid 2:55

לפני 8 ימים2:55

2:55

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 .…

The Data Stack Show

1
237: Startups, Sales, and Spreadsheets: How a Real Estate Developer Built an AI Company 59:17

לפני 13 ימים59:17

59:17

Highlights from this week’s conversation include: Willz’s Background and Journey (1:25) Discussing Real Estate Data Challenges (2:58) Inspiration for Software Creation (4:05) From Spreadsheet to Software (9:04) Challenges in Ownership Identification (12:24) Company Acquisition (16:00) Pitching Investors with Data Tools (18:46) Lessons Learned from Selling the Company (21:45) The Journey to Ready (26:55) Sales Development Representatives Explained (29:22) Role of Data in Sales (33:30) Real-Time Dashboards (36:54) Human-AI Collaboration (39:53) Human Touch in Data Compilation (44:02) Paradigm Shift in Data Access (46:19) Frustrations with Sales Cycles (48:22) Value of Genuine Conversations (55:23) Optimizing Internal Tools (56:23) Future of Data Interfaces and Parting Thoughts (57:21) 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 .…

The Data Stack Show

1
The PRQL: Willz Tolbert’s Journey Through Real Estate and AI 3:01

לפני 15 ימים3:01

3:01

The Data Stack Show

1
236: Ringing Out the Old: AI's Role in Redefining Data Teams, Tools, and Business Models 53:39

לפני 20 ימים53:39

53:39

Highlights from this week’s conversation include: The Impact of AI (1:25) Historical Context of Technology (2:31) Pre-existing Infrastructure for Change (4:42) AI as a Personal Assistant (7:10) Future of Company Roles (9:13) Managing Teams in a Dystopian AI Future (12:31) Business Architecture Choices (15:52) Integration Tool Usage (18:07) AI's Impact on Data Roles (21:53) AI as an Interface (24:04) Trust in AI vs. SQL (27:12) Snowflake's Acquisition of Dataflow (29:54) Regression to the Mean Concept (33:49) AI's Role in Data Platforms (37:04) User Experience in Data Tools (44:41) Future of Data Tools (46:57) Environment Variable Setup (51:10) Future of Software Implementation and Parting Thoughts (52:10) 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 .…

The Data Stack Show

1
The PRQL: AI, SaaS, and the End of Job Titles with Eric Dodds and John Wessel 3:42

לפני 22 ימים3:42

3:42

The Data Stack Show

1
235: Pete Soderling on the Evolution of Data Engineering 43:23

לפני 27 ימים43:23

43:23

Highlights from this week’s conversation include: Pete's Career Overview (1:00) AI and Data Engineering Discussion (2:05) Themes of Data Council (4:19) High-Frequency Trading Insights (8:04) San Francisco's Unique Advantages (10:27) Data Council Conference Preview (13:23) The Magic of In-Person Events (15:45) Collapsing Batch and Streaming Systems (19:47) Leveraging Local Hardware for Data Processing (22:07) Future of Blockchain in Computing (23:57) Intersection of AI and Data Management (26:47) Advice for AI Startup Founders (28:44) Blurring Lines Between Data Roles (32:46) The Evolving Role of Engineers (36:56) Discount Code for Data Council and Parting Thoughts (38:23) 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 .…

The Data Stack Show

1
The PRQL: What AI Founders Need to Know About Data (Before It’s Too Late) with Pete Soderling of Zero Prime Ventures 3:27

לפני 29 ימים3:27

3:27

The Data Stack Show

1
234: The Cynical Data Guy on AI, Data Tools, and the Future of Coding 35:42

לפני 5 weeks35:42

35:42

Highlights from this week’s conversation include: AI in Transcription Services (1:11) The Future of AI Companies (5:09) Potential Risks of AI Tools (8:57) Learning vs. Dependency in Programming (10:17) The Journey of a Data Analyst (12:07) AI and Coding Skills (14:06) Abstraction in Data Tools (16:59) Data Design and AI (19:07) User Experience vs. AI Automation (22:10) AGI and Data Mesh (24:36) Blank Screen Interaction Challenges (27:10) Understanding User Value in Data Platforms (32:22) AI's Role in Simplifying Data Interaction (34:04) Final Thought and Takeaways (35:05) 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 .…

The Data Stack Show

1
The PRQL: From Code to No-Code: How AI is Reshaping Data Work with the Cynical Data Guy 9:15

לפני 5 weeks9:15

9:15

The Data Stack Show

1
233: The Power of a Triple Threat in Data: Business, Engineering, and Strategy with Solomon Kahn of Delivery Layer and Top Data People 57:35

לפני 6 weeks57:35

57:35

Highlights from this week’s conversation include: Solomon’s Background and Journey in Data (0:38) The Importance of a Triple Threat Data Person (5:14) Sports Sponsorship Analysis at Nielsen (7:31) Challenges of Implementing AI in Business (11:09) Understanding Data Delivery Models (14:18) Innovating Data Delivery (17:38) Modern Data Sharing Framework (19:09) Account Management in Data Sharing (23:43) Data Delivery Systems and Skill Sets (26:08) Practical Steps for Monetizing Data (29:02) Building Trust Through Branding (36:51) LinkedIn Personal Branding Tips (40:54) Mastering the Basics (44:16) Professional Development in Data (48:18) Deep Technical Skills (53:18) Active and Outcome-Focused Approach (55:25) Finding Top Data People and Parting Thoughts (56:44) 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 .…

The Data Stack Show

1
The PRQL: From Data Engineer to Data Entrepreneur with Solomon Kahn of Delivery Layer and Top Data People 2:08

לפני 6 weeks2:08

2:08

The Data Stack Show

1
232: Building a Business Solo: Streaming Data, Synthetic Testing, and Startup Lessons with Michael Drogalis of ShadowTraffic.io 48:22

לפני 7 weeks48:22

48:22

Highlights from this week’s conversation include: Michael's Background and Journey in Data (0:24) Synthetic Data Challenges (1:49) Open Source Project Development (4:20) Founding Distributed Masonry (5:56) Acquisition by Confluent (7:27) Introduction to Shadow Traffic (10:57) Observations on Streaming Data (12:33) Importance of Timestamps in Testing (16:22) Customer Workflows with Shadow Traffic (19:09) Artificial Intelligence in Data Generation (22:13) Advantages of Domain-Specific Language (DSL) (25:14) Solopreneurship Insights (26:53) Exit Criteria for Startup Focus (30:12) The Feedback Loop (33:51) Balancing Customer Needs and Vision (35:02) Navigating Administrative Tasks (38:15) Expected Value Mindset (41:00) Solopreneur Efficiency (43:01) Maximizing Velocity (46:06) Final Thoughts and Takeaways (47:34) 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 .…

The Data Stack Show

1
The PRQL: Solopreneurship, Streaming Data, and Synthetic Testing with Michael Drogalis of ShadowTraffic.io 2:27

לפני 7 weeks2:27

2:27

The Data Stack Show

1
231: From Pre-Med to Product Strategy: Eric Dodds’ Journey in Data and Startups 47:37

לפני 8 weeks47:37

47:37

Highlights from this week’s conversation include: Early Aspirations: Becoming a Doctor (1:09) The Shift to Business Studies (3:54) Father's Influence on Career Path (4:39) Interest in Statistics and Psychology (6:47) Networking and Early Career (10:24) Developing a Passion for Data (12:09) Joining a Startup Accelerator (17:30) Data and Engagement Metrics (21:39) Lessons on Data Fidelity (23:40) Entrepreneurial Journey in a VC-Backed Incubator (26:15) Software Engineering School Initiative (30:21) Growth and Market Timing (35:08) Post-Exit Consultancy Experience (36:36) Finding RudderStack (38:53) Behavioral Data Revolution (40:44) Advice for Aspiring Product Managers (44:20) Understanding Customer Pain Points (46:29) Final Thoughts and Takeaways (47:03) 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 .…

The Data Stack Show

1
230: The Cynical Data Guy: Data Tech Debt, Data Mesh, and Dashboard Directives 25:20

לפני 9 weeks25:20

25:20

Highlights from this week’s conversation include: The Return of the Cynical Data Guy (0:14) Risks of SQL Complexity (2:16) Technical Debt in Data (4:34) Data Mesh Critique (6:38) Governance vs. Decentralization (9:55) Never Let a Stakeholder Tell You They Need a Dashboard (12:05) Dashboard vs. Table (13:34) Organizational Dynamics in Data Requests (16:35) AI and Prompt Writing (19:43) Search Techniques and User Behavior (21:20) Discussion on Code Optimization Tools (23:19) Final Thoughts and Takeaways (24:47) 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 .…

The Data Stack Show

1
229: The Future of AI: Superhuman Intelligence, Autonomous Coding, and the Path to AGI with Misha Laskin of ReflectionAI 52:25

לפני 10 weeks52:25

52:25

Highlights from this week’s conversation include: Misha's Background and Journey in AI (1:13) Childhood Interest in Physics (4:43) Future of AI and Human Interaction (7:09) AI's Transformative Nature (10:12) Superhuman Intelligence in AI (12:44) Clarifying AGI and Superhuman Intelligence (15:48) Understanding AGI (18:12) Counterintuitive Intelligence (22:06) Reflection's Mission (25:00) Focus on Autonomous Coding (29:18) Future of Automation (34:00) Geofencing in Coding (38:01) Challenges of Autonomous Coding (40:46) Evaluations in AI Projects (43:27) Example of Evaluation Metrics (46:52) Starting with AI Tools and Final Takeaways (50:35) 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 .…

The Data Stack Show

1
The PRQL: From Theoretical Physics to AI: Misha Laskin on AGI, Superhuman Intelligence, and Autonomous Coding 4:02

לפני 10 weeks4:02

4:02

The Data Stack Show

1
228: The Machine Learning Reality Check: When AI Makes Sense for Marketing Attribution with Lew Dawson of Momentum Consulting 41:46

לפני 11 weeks41:46

41:46

Highlights from this week’s conversation include: Previewing Today’s Topic (0:14 Machine Learning Discussion (1:44) Conditions for Machine Learning Worthiness (6:59) Simplicity in Modeling (8:43) Predictive Analytics vs. Machine Learning (10:42) Optimization and Investment Problems (13:03) Practical vs. Theoretical Saturation (15:16) Building Relationships with Marketing Teams (19:52) Reporting Metrics and Attribution Models (22:49) Tracking Common Metrics (25:40) Understanding Profit Generation (27:46) ROI Calculation Challenges (29:49) AI in Customer Data Analysis (31:23) Execution Challenges in Marketing Automation (35:23) API Limitations in Marketing Tools (36:50) Optimizing Ads with AI (37:50) Challenges of Real-Time Data Integration (40:01) Final thoughts and takeaways (41:13) 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 .…

The Data Stack Show

1
227: The Art & Science of Marketing Attribution: From UTMs to Machine Learning with Lew Dawson of Momentum Consulting 1:02:45

לפני 12 weeks1:02:45

1:02:45

Highlights from this week’s conversation include: Welcome Back, Lew (0:14) Recap of Previous Discussion (1:03) Benefits of Hashing Information (2:33) Using Hashes for Data Context (4:24) Hashing and Query Parameters (7:24) Static Values for Hashing (11:10) Identity Resolution in Data Attribution (14:36) Methodologies for User Tracking (16:37) Combining Data Sources for Attribution (21:13) Understanding Data Gaps (25:25) Defining Objectives and KPIs (27:50) Identity Resolution Challenges (28:46) User and Session Stitching (32:01) Trusting Ad Platforms (35:23) Defining Attribution (38:09) The Credit Dilemma (40:18) First Touch Attribution Explained (41:47) Linear Attribution Model (43:21) B2C and B2B Attribution Scenarios (45:22) Timeframes in Attribution (47:29) Understanding Lookback Windows (49:34) Google Analytics Changes (51:20) Attribution After Conversion (53:26) Online vs. Offline Attribution (55:49) Discipline in Tracking (58:52) Challenges in Coordination (1:00:12) QR Codes and Data Integration (1:01:55) 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 .…

The Data Stack Show

1
226: Building Trust in Marketing Data: An Engineer's Guide to Attribution Architecture with Lew Dawson of Momentum Consulting 1:02:52

לפני 13 weeks1:02:52

1:02:52

Highlights from this week’s conversation include: Lew’s Background and Journey in Data (1:06) Attribution Challenges (2:16) Attribution War Stories (8:09 Defining Attribution (12:32) Complexities of Attribution (16:08) Multi-Touch Attribution Challenges (21:31) Campaign Creation Difficulties (23:27) UTM Parameters Explained (26:01) Challenges in Data Extraction (31:17) Transforming and Merging Data (36:28) Behavioral Data and Identity Resolution (40:29) Hierarchical Structure of Campaigns (44:03) Challenges of Data Consistency (49:38) Mitigating Freeform Data Issues (52:21) Creating Unique Join Keys (55:30) The Importance of Defining Requirements (58:42) Final Thoughts and Takeaways (1:00:39) 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 .…

The Data Stack Show

1
The PRQL: From Data Chaos to Marketing Truth: An Engineer's Guide to Attribution with Lew Dawson of Momentum Consulting 3:38

לפני 13 weeks3:38

3:38

The Data Stack Show

1
225: The Stone Cold Truth About Data: False Hopes and Hard Truths with The Cynical Data Guy 33:30

לפני 14 weeks33:30

33:30

Highlights from this week’s conversation include: False Hope in Data Roles (1:17) Naivety of Junior Data Analysts (4:27) The Challenge of Defining Data (6:41) Struggles with Enterprise BI Tools (9:43) Career Advice for Data Professionals (12:36) Generational Shifts in Data Roles (16:51) Self-Service Data Requests (18:17) The Importance of Analysis Skills (19:46) The Broader Context of Analysis (21:44) Boring Challenges in AI Deployment (23:29) Technology Development vs. Human Absorption (26:14) VC Resolutions for 2025 (27:00) Value Addition in Leadership (32:08) Final Thoughts and Wrap-Up (33:06) 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 .…

The Data Stack Show

1
The PRQL: The End of Data Silos (and Other Myths) with The Cynical Data Guy 2:33

לפני 14 weeks2:33

2:33

The Data Stack Show

1
224: Bridging Gaps: DevRel, Marketing Synergies, and the Future of Data with Pedram Navid of Dagster Labs 53:24

לפני 15 weeks53:24

53:24

Highlights from this week’s conversation include: Pedram’s Background and Journey in Data (0:47) Joining Dagster Labs (1:41) Synergies Between Teams (2:56) Developer Marketing Preferences (6:06) Bridging Technical Gaps (9:54) Understanding Data Orchestration (11:05) Dagster's Unique Features (16:07) The Future of Orchestration (18:09) Freeing Up Team Resources (20:30) Market Readiness of the Modern Data Stack (22:20) Career Journey into DevRel and Marketing (26:09) Understanding Technical Audiences (29:33) Building Trust Through Open Source (31:36) Understanding Vendor Lock-In (34:40) AI and Data Orchestration (36:11) Modern Data Stack Evolution (39:09) The Cost of AI Services (41:58) Differentiation Through Integration (44:13) Language and Frameworks in Orchestration (49:45) Future of Orchestration and Closing Thoughts (51:54) 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 .…

The Data Stack Show

1
The PRQL: Developer Relations, Marketing Synergies, and the Future of Data Platforms with Pedram Navid of Dagster Labs 1:52

לפני 15 weeks1:52

1:52

The Data Stack Show

1
223: End-of-Year Product Trends: The Cost of Rushing Features with The Cynical Data Guy 22:42

לפני 16 weeks22:42

22:42

Highlights from this week’s conversation include: Christmas and New Year Edition of Cynical Data Guy (0:28) Discussion on AI (0:42) 12 Days of Shipments (1:04) Attention-Grabbing Strategies (2:01) Founder Mode vs. Manager Mode (3:11) Technical Debt Remediation (5:03) LinkedIn Posts Discussion (6:05) Cultural Impact on Roles (8:03) Investment in Modernization (12:07) Reflection on Company Strategies (15:03) Gratitude for Data Trends (16:18) Future of Data Access (19:14) Looking Forward to 2025 in Data (21:45) Final Thoughts and Takeaways (22:11) 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 .…

The Data Stack Show

1
The PRQL: Year-End Reflections with The Cynical Data Guy: Ship Features Fast, Pay Later 3:21

לפני 16 weeks3:21

3:21

The Data Stack Show

1
222: The Future of Data Modeling: Breaking Free from Tables with Best-Selling Author, Joe Reis of Ternary Data 1:00:48

לפני 17 weeks1:00:48

1:00:48

Highlights from this week’s conversation include: Joe’s Recent Projects and Work (0:55) Joe’s New Book and Inspiration for Writing It (4:39) Challenges in Data Education (7:00) Internal Training Programs (10:02) Creative Problem Solving (17:46) Evaluating Candidates' Skills (21:18) Market Value and Career Growth (24:03) AI's Impact on Hiring (27:47) Content Production and Quality (31:56) The Evolution of AI and Data (34:00) Challenges of Automation (36:12) Convergence of Data Fields (40:26) Shortcomings of Relational Models (42:09) Inefficiencies of Poor Data Modeling (47:10) Discussion on Resource Constraints (51:50) The Role of Language Models (53:13) AI in Migration Projects (57:00) Joe’s Teaser for a New Project (59:05) Final Thoughts and Closing Remarks (1:00:07) 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 .…

The Data Stack Show

1
The PRQL: From Tables to AI: The Future of Data Modeling with Best-Selling Author, Joe Reis of Ternary Data 4:29

לפני 17 weeks4:29

4:29

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

22 subscribers

דומה לThe Data Stack Show

Mini Mic Pro Wireless Microphone for iPhone, iPad, Android, Lavalier Microphone for Video Recording - 2 Pack iPhone Mic Crystal Clear Recording with USB-C for Podcast, ASMR

TERRO Ant Killer Bait Stations T300B - Liquid Bait to Eliminate Ants - 12 Count Stations for Effective Indoor Ant Control

Apple AirPods Pro 2 Wireless Earbuds, Active Noise Cancellation, Hearing Aid Feature, Bluetooth Headphones, Transparency, Personalized Spatial Audio, High-Fidelity Sound, H2 Chip, USB-C Charging

פודקאסטים ששווה להאזין

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

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

פודקאסטים ששווה להאזין

ברוכים הבאים אל Player FM!

Peacock TV

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)

Amazon Basics Dog and Puppy Pee Pads with Leak-Proof Quick-Dry Design for Potty Training, Standard Absorbency, Regular Size, 22 x 22 Inches, Pack of 100, Blue & White

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

דומה לThe Data Stack Show

מדריך עזר מהיר

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