Shows
InfinitumKukičam memorijeEp 277Western governments BUILT the backdoors China walked through. They are called "lawful intercept" systems.Apple's new iPhone and iPad security feature limits cell networks from collecting precise location data | TechCrunchFlorian Roth: Notepad++ hacked. This is bad. Putty level bad.iPhone 5s Gets New Software Update 13 Years After LaunchWindows 11 ima 1 milijardu aktivnih korisnika.Announcing msgvault: lightning fast private email archive and search system, with terminal UI and MCP server, powered by DuckDB – Wes McKinneyMake Finder Window Columns Resize to Fit Filenames - Ti...
2026-02-071h 30
Miner Vino(PDF) [PDF READ] EBOOK Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter DOWNLOADTo Read or Download Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter by Wes McKinney
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2026-02-0600 minMiner Vino(PDF) [PDF READ] EBOOK Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter DOWNLOADTo Read or Download Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter by Wes McKinney
Visit Link Bellow
You Can Download Or Read Free Books
Link To Download => https://softebooks.com/?book=109810403X
Available versions: EPUB, PDF, MOBI, DOC, Kindle, Audiobook, etc.
read (PDF) Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter pdf
read (PDF) Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter ebook
read (PDF) Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter PDF [All Chapters]
2026-02-0600 minMiner Vino(PDF) [PDF READ] EBOOK Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter DOWNLOADTo Read or Download Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter by Wes McKinney
Visit Link Bellow
You Can Download Or Read Free Books
Link To Download => https://softebooks.com/?book=109810403X
Available versions: EPUB, PDF, MOBI, DOC, Kindle, Audiobook, etc.
read (PDF) Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter pdf
read (PDF) Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter ebook
read (PDF) Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter PDF [All Chapters]
2026-02-0600 min
Vanishing GradientsEpisode 69: Python is Dead. Long Live Python! With the Creators of pandas & Parquet> It’s the agent writing the code. And it’s the development loop of writing the code, building testing, write the code, build test and iterating. And so I do think we’ll see for many types of software, a shift away from Python towards other programming languages. I think Go is probably the best language for those like other types of software projects. And like I said, I haven’t written a line of Go code in my life.– Wes McKinney (creator of pandas Principal Architect at Posit),Wes McKinney, Marcel Kornacker, and Alison Hill join...
2026-02-0355 min
Tech on the RocksFrom pandas to Arrow: Wes McKinney on the Future of Data InfrastructureSummaryIn this episode of Tech on the Rocks, Kostas and Nitay sit down with Wes McKinney the creator of pandas and co-creator of Apache Arrow and Ibis, and long-time leader in the Python data ecosystem. Wes walks us through his journey from building pandas in 2008 to rethinking how we represent and move columnar data with Arrow, and why Arrow is fundamentally different from file formats like Parquet and ORC.We get into the future of data file formats, DataFusion and the new generation of query engines, the rise of open data...
2025-12-011h 22
MetroNews MiddayMetroNews Midday Thursday October 23, 2025 Hour 2Amanda and Dave talk with Jackie Riggleman, Larry Pack, Shawn Ball, Brad Smith and Wes McKinney.
2025-10-2353 min
The Test Set by PositMichael Chow: From psychology and Python to constrained creativityFor this episode, we turn the mic around. Wes McKinney takes over the interviewer’s chair to chat with his co-host, Michael Chow. Michael’s a principal software engineer at Posit, but he started out studying how people think — literally, with a PhD in cognitive psychology. Somewhere along the way, he got hooked on data science, helped build adaptive learning tools at DataCamp, and now spends his days thinking about how to make Python easier to use and more fun.The two dig into what drives Michael’s curiosity, how a “weird obsession with tables” turned into a beloved op...
2025-09-251h 07
A Dose of Hope RadioADOH RADIO PRESENTS EPISODE 205 - “SWERVE” FEAT. CHH RAPPER D RIDDICKIntroducing D Riddick: A Rising Christian Hip-Hop ArtistDijon Riddick, known as D Riddick, is a Christian hip-hop artist who embarked on his musical journey in 2022. His mission is clear: to share the true gospel and his personal testimony through music, aiming to reach souls that have yet to find their way to the Kingdom of God.Born and raised in Virginia Beach, Virginia, D Riddick faced numerous challenges during his upbringing that led him away from Christ and into a period of incarceration. While navigating a legal battle that lasted two years, he was...
2025-08-2755 minThe Test Set by PositWes McKinney: Part 2 — The open source hustle and an insider view of PositronIn part two of our conversation with Wes McKinney, we dig into the challenges and realities of sustaining open source development. Wes shares how funding actually works (or doesn’t), why corporate buy-in is essential, and what it’s like building tools across languages, communities, and IDEs. We also talk about the Apache Software Foundation’s role in open governance and the origin of the Positron IDE.What’s Inside:Why passion isn’t enough for open source to scaleApache Arrow’s origin story and how it was pitchedHow open governance enables trust between competitorsThe thinking behind Posit...
2025-07-2926 minThe Test Set by PositWes McKinney: Part 1 — Building Pandas, Arrow, and a speedrunning legacyWes McKinney’s fingerprints are all over the modern data stack — from inventing Pandas to co-creating Arrow. But before all that, Wes was organizing speedrun communities and hacking together better ways to wrangle datasets in finance. In this conversation, he shares his origin story and what makes good tools good. Stay tuned for part 2, coming soon.What’s Inside:How frustration with data work led Wes to build pandas (and leave a PhD)A nostalgic dive into the GoldenEye speedrunning sceneWhy read_csv performance is a deeply personal crusadeLessons from convincing friends to quit finance and go ope...
2025-07-1423 min
Bread & Wine: In Relentless Pursuit of Christian CommunityS1E12: If Our Community is Like the Disciples, Who's Judas?If Our Community is Like the Disciples, Who's Judas?
What if the pursuit of authentic Christian community isn't about rules, but about the vulnerable adventure of loving each other deeply? This episode examines how true discipleship means choosing the challenging path of intentional love over the safer route of rigid structure.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between love and rules in Christian community. This conversation delves into how authentic discipleship requires moving beyond...
2025-07-1329 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E11: Church? How Exciting.Church? How Exciting.
Can our churches move from being places of boredom to spaces of genuine adventure and community? This episode challenges us to reimagine church life through the lens of authentic adventure and meaningful relationships.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between safety and adventure in Christian community. This conversation examines how churches can transform from spaces of tedium into environments where genuine connection and growth flourish.
The...
2025-07-1325 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E10: What Does it All Mean?What Does it All Mean?
In a world where we carefully curate our public personas, can authentic community survive our fear of being truly known? This episode explores the paradox of simultaneously yearning for and dreading genuine connection.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between our desire for authentic relationships and our instinct to hide parts of ourselves. This conversation delves into how Christian communities navigate the delicate balance between vulnerability and self-protection.
2025-07-1327 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E9: Like Peter Gabriel said, Come Talk to MeLike Peter Gabriel said, Come Talk to Me
Can authentic Christian community survive deep disagreements and personal conflicts? This episode explores the challenging reality that true community requires choosing commitment over comfort, even when relationships get messy.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between our culture's tendency to avoid those we disagree with and Christ's call to prioritize love above all else. This conversation delves into how Christian communities navigate through conflicts, arguments, and...
2025-07-1322 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E8: Where's the Flannel Graph for David Naked?Where's the Flannel Graph for David Naked?
What happens when the freedom Christ promises collides with our deep-seated need for religious order? This episode explores the paradoxical tension between spiritual liberation and our instinct to create restrictive systems of faith.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between Christ-given freedom and our human tendency toward rigid religious structure. This conversation delves into how Christian communities navigate the challenging space between tyrannical order and chaotic freedom.
2025-07-1327 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E7: Heaven is Going to be Crazy BallsHeaven is Going to be Crazy Balls
What if our vision of sainthood has been far too tame? This episode challenges conventional notions of Christian holiness by exploring the wild, celebratory heart of authentic faith.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between our sanitized ideals of Christian living and the raw, adventurous reality exemplified by biblical figures like King David. This conversation examines how modern Christians often tiptoe around celebration and expression, missing the...
2025-07-1326 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E6: What's Love Got To Do With It?What's Love Got To Do With It?
Can the profound mystery of God's trinitarian nature be reflected in human relationships? This episode explores how marriage and community can mirror the divine dance of unity and individuality.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between the ideal of family as God's primary vehicle for community and the reality that not all families fulfill this purpose. This conversation delves into how Christian communities can step in to...
2025-07-1325 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E5: I Can't Stand Worship MusicI Can't Stand Worship Music
What happens when your experience of God doesn't match the emotional high that seems expected in modern worship? This episode explores the diverse ways people connect with God and challenges the notion that authentic worship must always "feel" a certain way.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between emotional and devotional expressions of faith. This conversation delves into how Christian communities can sometimes oversell or narrowly define what a "...
2025-07-1327 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E4: Cousin Eddie Moved Next DoorCousin Eddie Moved Next Door
What happens when you try to turn the ideal of Christian community into reality by literally moving next door to your friend? This episode explores the raw challenges and unexpected revelations of attempting to live out radical community in modern America.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between idealistic visions of Christian community and the messy realities of actually living it out. This conversation delves into how Christian communities...
2025-07-1328 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E3: Selling Used Cars in ChurchSelling Used Cars in Church
Can the transformative power of authentic Christian community be bottled up and sold somewhere else? This episode explores the bittersweet reality of trying to recreate meaningful spiritual experiences in new places.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between preserving cherished spiritual communities and the inherent "go and tell" nature of Christianity. This conversation delves into why believers often feel compelled to leave thriving communities to start something new, and...
2025-07-1325 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E2: A Cheeseball Kind of LoveA Cheeseball Kind of Love
What makes true Christian community different from just another social club? This episode explores the profound distinction between merely gathering together and experiencing genuine, transformative love in community.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis examine the tension between casual social groups and authentic Christian community. This conversation delves into how their early experiences with transformative church communities shaped their understanding of what genuine fellowship can be.
Through...
2025-07-1323 minBread & Wine: In Relentless Pursuit of Christian CommunityS1E1: Origin StoryCan authentic Christian community transform your life forever? For Wes and Steve, one unexpected night at a firefighter's Bible study changed everything - and "ruined" them in the best possible way.
In this episode of Bread & Wine: In Relentless Pursuit of Christian Community, hosts Steve McKinney and Wes Davis explore the tension between seeking meaningful community and the institutional church's sometimes paradoxical role in both fostering and impeding it. This conversation delves into how their own transformative experiences with Christian community shaped their lifelong pursuit of authentic relationships within the church.
Their journey begins with...
2025-06-2733 min
PopCulture SpotlightSpotlight on The Phoenician SchemeThe Phoenician Scheme is the latest film from Wes Anderson starring Benicio del Toro, Mia Threapleton and Michael Cera I talk about it on this podcast enjoy!
2025-06-2620 min
Packers Unscripted#832 Packers Unscripted: OTAs underwayMike and Wes review Week 1 of OTAs, including where things stand in the WR room (:21), the hunger of the veteran players (8:22), thoughts on Year 2 for RB Josh Jacobs and S Xavier McKinney (14:35), and the leadership mandate for QB Jordan Love (24:25).See omnystudio.com/listener for privacy information.
2025-06-0328 min
Don't Know Much About Football66. Players Betting in SportsIn this episode of 'Don't Know Much About Football,' hosts Sarah and Karlo dive into the contentious topic of player betting. They discuss the challenges and moral complexities surrounding the rise of sports betting, the impact of online abuse on referees and players, and the recent controversies involving players like USMNT's Wes McKinney. The conversation touches on regulatory frameworks, addiction issues, and the potential hypocrisy of leagues and teams benefiting from gambling sponsorships while restricting players from participating. The hosts also debate whether betting on one's own performance or teams should be allowed and highlight the potential legal...
2025-04-2421 min
Divine Persuasion RadioWhy Jesus Slows Down: A Powerful Lesson in Patience and Purpose | Weston Stutz | E033In this episode, Wendell and Wes explore the importance of slowing down and trusting God's pace. Weston proposes this thought about how sometimes we rush through life with deadlines and expectations, but true impact comes when we learn to live with patience, selflessness, and eyes wide open. From family to faith, we dive into how these principles apply to both personal and professional life. If this resonates with you, hit LIKE, COMMENT, and SUBSCRIBE—let’s keep the conversation going. https://dps.team/ follow us on instagram: @divinepersuasionstudio @divinepersuasionradioWatch the full episode here!
2025-04-091h 23
DealMakersWes McKinney On Raising $110 Million To Develop And Promote Open-Source Standards And Tools For Data Analytics And Now Supporting Other Tech FoundersIf youve ever done data analysis in Python, theres a good chance youve used Pandas, the groundbreaking open-source library that transformed how data scientists work. But behind Pandas is Wes McKinneys story of intellectual curiosity, risk-taking, and
2025-04-0232 minDealMakers: Entrepreneur | Startups | Venture CapitalWes McKinney On Raising $110 Million To Develop And Promote Open-Source Standards And Tools For Data Analytics And Now Supporting Other Tech FoundersIf you’ve ever done data analysis in Python, there’s a good chance you’ve used Pandas, the groundbreaking open-source library that transformed how data scientists work. But behind Pandas is Wes McKinney’s story of intellectual curiosity, risk-taking, and a relentless drive to build useful tools for others. Wes's latest initiative, Composed Ventures, is a micro venture capital (VC) fund that invests in early-stage data infrastructure, AI, and ML companies, as well as next-generation Python tooling and other related technologies.
2025-04-0232 min
R Weekly HighlightsIssue 2025-W12 HighlightsThriving in a multi-lingual data science lifestyle while authoring your next Quarto project, putting LLMs to the scientific test with parsing manuscripts, and replicating a life-saving spatial visualization originally created over 170 years ago!Episode LinksThis week's curator: Ryo Nakagawara - @R_by_Ryo@mstdn.social (Mastodon) & @rbyryo.bsky.social (Bluesky) & @R_by_Ryo) (X/Twitter)Creating multilingual documentation with QuartoThe ellmer package for using LLMs with R is a game changer for scientists{SnowData} 1.0.0: Historical Data from John Snow's 1854 Cholera Outbreak MapEntire issue available at rweekly.org/2025-W12Supplement ResourcesWes McKinney & Hadley Wickham (on cross-language...
2025-03-1939 min
CyberSecurity SummaryPython for Data Analysis: Data Wrangling with pandas, NumPy, and JupyterThis Book excerpt is from the Book Python for Data Analysis by Wes McKinney. The book focuses on how to perform data analysis using Python, specifically with the libraries pandas, NumPy, and Jupyter. The excerpt introduces key concepts and libraries for working with data, such as NumPy arrays, pandas DataFrames, and the statsmodels package. It also explains how to read, write, and manipulate data in different formats, including CSV, JSON, and HDF5. Finally, the excerpt dives into techniques for analyzing and visualizing data, such as using seaborn and matplotlib.You can listen and download our...
2025-02-1512 min
Packers Unscripted#813 Packers Unscripted: Big win, short weekMike and Wes review the victory over the 49ers (:37), including the standout performances by free agents Xavier McKinney and Josh Jacobs, and then preview the Thanksgiving matchup with Miami (9:21), including Green Bay’s keys to victory (20:24). They also look around the league at other results and matchups (27:39).See omnystudio.com/listener for privacy information.
2024-11-2637 min
The Joe Reis ShowWes McKinneyWes McKinney and I chat about Positron, Arrow, how he created Pandas and Arrow, and what makes him tick.
2024-10-3059 min
The Ravit ShowRetooling for a smaller data eraI had the pleasure of interviewing Wes McKinney, Creator of Pandas, a name well-known in the data world through his work on the Pandas Project and his book, Python for Data Analysis. Wes is now at Posit PBC, and during our conversation at Small Data SF, we covered several key topics around the evolving data landscape!
Wes shared his thoughts on the significance of Small Data, why it’s a compelling topic right now, and what “Retooling for a Smaller Data Era” means for the industry.
We also dove into the challenges and potential benefits of shifting from Big Data t...
2024-10-2913 min
Packers Unscripted#800 Packers Unscripted: Win out westMike and Wes review the victory in LA, including the late defensive stop (:28) and the takeaways led by S Xavier McKinney (6:32), plus the play of TE Tucker Kraft (9:15) and QB Jordan Love (16:04). They also take a look around the league after Week 5 (26:56).See omnystudio.com/listener for privacy information.
2024-10-0833 min
Sounds of BlueSOB 454 - Features: More David Sanborn & "Papa" John DeFrancesco, Brian Auger, Lonnie Mack, Groove Holmes, James Taylor Quartet, Monty Alexander, Stanley Clarke & Clarence Spady.Featured Artists: More David Sanborn & "Papa" John DeFrancesco, Brian Auger, Lonnie Mack, Groove Holmes, James Taylor Quartet, Monty Alexander, Stanley Clarke & Clarence Spady.Artist Song Album Label Notes - Bernard Herrmann & Rod Serling + Rod Serling Opening Monologue - Season One w/Bernard Herrmann's "Dream Theme" 40th Anniversary Twilight Zone - 1st Season - 1959 Silva Treasury - 4CD's 2024 Twilight Zone Theme - David Sanborn Short Visit by John Simon w/Hiram Bullock, Don Grolnick, Lew Soloff, Steve Gadd + Heart to Heart - 1978 Warner Bros. Remembering David Sanborn - "Papa" John DeFrancesco Latin Groove by John DeFrancesco w/Joey...
2024-08-254h 03
Monday Morning Data Chat#176 - Nick Schrock and Wes McKinney - Composable Data Stacks, Open Table Formats, and MoreNick Schrock and Wes McKinney join us for a chat about composable data stacks, open table formats, managing complexity, and much more.
2024-07-091h 02
Software MisadventuresThe 3 traps of open source funding models | Wes McKinney (pandas, Voltron Data, Posit)From creating one of the Python’s most influential libraries to co-founding Voltron Data, Wes joins the show to chat about why the book cover of the pandas book doesn’t feature a panda, open source pitfalls to avoid, the pros and cons of hiring engineers at a non-profit, and more. Segments: (00:02:50) Guang’s complaint about the pandas book cover (00:04:38) Quarto and Open Access Publishing (00:12:00) Convincing Wall Street to Open Source (00:15:31) Publishing the first python package over Christmas (00:18:01) Doubling Down on Building pandas (00:23:23) Personal...
2024-06-251h 08
MLOps.communityOpen Standards Make MLOps Easier and Silos Harder // Cody Peterson // #234Join us at our first in-person conference on June 25, all about AI Quality: https://www.aiqualityconference.com/Cody Peterson has diverse work experience in the field of product management and engineering. Cody is currently working as a Technical Product Manager at Voltron Data, starting in May 2023. Previously, they worked as a Product Manager at dbt Labs from July 2022 to March 2023.MLOps podcast #234 with Cody Peterson, Senior Technical Product Manager at Voltron Data | Ibis project // Open Standards Make MLOps Easier and Silos Harder.Huge thank...
2024-05-2146 min
Talk Python To MePandas and Beyond with Wes McKinneySee the full show notes for this episode on the website at talkpython.fm/462
2024-05-1559 min
The Nate Brown Show | South Dakota's Sports Talk ShowCLICK HERE FOR GUEST LINE UP/FULL Nate Brown Show May 13, 202427:00- Doug Ottewill (MileHighSports.com)
43:30- Mike McFeely (Columnist/Inforum)
1:01:05- Kevin McKinney (Cowboy Sports Network)
1:26:30- Jerry Brewer (National Sports Columnist/Washington Post)
1:39:30- Wes Johnson (Rapid City Marshals Co-owner)
2024-05-141h 57
Packers Unscripted#765 Packers Unscripted: Back from a busy offseasonThe show returns for a ninth season as Mike and Wes review the offseason happenings in Green Bay, from the signings of Josh Jacobs and Xavier McKinney (4:54); to the hiring of new defensive coordinator Jeff Hafley (10:23), to other moves in free agency, including the re-signing of Keisean Nixon (15:57) ; to the pending kicking competition (19:30) and new contract for QB Jordan Love (21:34); to opening the 2024 season in Brazil vs. the Eagles (25:30).See omnystudio.com/listener for privacy information.
2024-04-1730 min
The Paul Farrington ShowNFL Mailbag: Packers ready for Super Bowl? Stefon Diggs-Bills fallout, 10k Subs & Ziggy philosophy! | The Paul Farrington ShowPaul Farrington, Jack Weinberger, and Robert "Ziggy" Ziegler answer listener questions during an NFL Mailbag segment. The guys discuss Jordan Love's work ethic receiving more praise, whether the Packers are ready for a Super Bowl run, the fallout for the Bills and Texans following the Stefon Diggs trade, and much more! And if you like philosophy, Ziggy has you covered.
Timeline:
00:00 - 10,000 subscribers!
02:41 - Is Xavier McKinney key to Packers Super Bowl
05:10 - How many Super Bowls will Jordan Love win
07:08 - What does NFC North look like next 5 seasons
2024-04-0936 min
Daliana's GameWhy he created Pandas, the future of data systems, why he left his CTO role to become a chief architect - Wes McKinney - The Data Scientist Show #086Wes McKinney is the co-creator of pandas library and he is the cofounder of Voltron data. Currently he is a principal Architect at Posit and an investor in data systems. Daliana's Twitter: https://twitter.com/DalianaLiuDaliana’s LinkedIn: https://www.linkedin.com/in/dalianaliu/Wes' LinkedIn: https://www.linkedin.com/in/wesmckinn/(00:00:00) Introduction(00:00:44) How Pandas Started(00:06:40) Voltron Data(00:10:03) Benefits of Easy-to-Use Data Tools(00:13:20) The Rise of New Data Tools(00:18:07) Choosing Tools: Vertical or Flexible?(00:23:01) Big Models and Data Tools
2024-03-2252 min
Ken's Nearest NeighborsSpeaking with the Creator of Pandas on the Future of Open Source (Wes McKinney) - KNN Ep. 184Today I had the pleasure of speaking with Wes McKinney. Wes is well known in the open source community for his work building the pandas library. He also has a fascinating background leading the production of other data tooling with a focus on ubiquitous language-agnostic, hardware-optimized analytical computing. In this episode we learn about the origin of pandas, Wes' transition into a new role at Posit, and his perspective on the future of open source. Linkedin: https://www.linkedin.com/in/wesmckinn/Twitter: https://twitter.com/wesmckinnPodcast Sponsors, Affiliates, and Partners:- Pa...
2024-03-2258 min
The Real Python PodcastWes McKinney on Improving the Data Stack & Composable SystemsHow do you avoid the bottlenecks of data processing systems? Is it possible to build tools that decouple storage and computation? This week on the show, creator of the pandas library Wes McKinney is here to discuss Apache Arrow, composable data systems, and community collaboration.
Wes briefly describes the humble beginnings of the pandas project in 2008 and moving the project to open source in 2011. Since then, he’s been thinking about improvements across the data processing ecosystem.
Wes collaborated with members of the broader data science community to build the in-memory analytics infrastructure of Apache Ar...
2024-02-231h 09
The Data Stack Show175: The Parts, Pieces, and Future of Composable Data Systems, Featuring Wes McKinney, Pedro Pedreira, Chris Riccomini, and Ryan BlueHighlights from this week’s conversation include:Introduction of the panel (0:05)Defining composable data stack (5:22)Components of a composable data stack (7:49)Challenges and incentives for composable components (10:37)Specialization and modularity in data workloads (13:05)Organic evolution of composable systems (17:50)Efficiency and common layers in data management systems (22:09)The IR and Data Computation (23:00)Components of the Storage Layer (26:16)Decoupling Language and Execution (29:42)Apache Calcite and Modular Frontend (36:46)Data Types and Coercion (39:27)Describing Data Sets and Schema (42:00)Open Standards and Frontiers (46:22)Challenges of standardizing APIs (48:15)Trade-offs in building composable systems (54:04)Evolution of data system composability (56:32)Exciting new projects in data systems (1:01:57)Fi...
2024-01-311h 18
The Data Stack ShowThe PRQL: Exploring the Evolution, Challenges, and Benefits of Composable Data Stacks Featuring Wes McKinney, Pedro Pedreira, Chris Riccomini, and Ryan BlueIn this bonus episode, Eric and Kostas preview their upcoming discussion with a panel of experts as Wes McKinney (Co-Founder, Voltron), Pedro Pedreira Software Engineer, Meta), Chris Riccomini (Seed Investor, various startups), and Ryan Blue (Co-Founder and CEO, Tabular) join the show. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com
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2024-01-2904 min
PodQueueData science without borders - Wes McKinney (Two Sigma Investments)Wes McKinney makes the case for a shared infrastructure for data science, discusses the open source community's efforts on Apache Arrow, and offers a vision for seamless computation and data sharing across languages.
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2023-12-2818 min
Building the Ballot: The Baseball Hall of Fame’s Era CommitteesEpisode 26: Outside the Box Hall of Fame Candidates with Mark Shirk and Justin McKinneyToday we go outside the box. Mark Shirk (@bballhist on Twitter) and Justin McKinney (@Just_Mckinney on Twitter) join me to discuss players who we believe were at or close to a Hall of Fame level, but are not on the Hall of Fame radar (for a variety of reasons. Players discussed:
Mark’s List:
Charlie Keller
Charlie Smith
Mike Scioscia
Ross Barnes
Bobby Avila
Buster Clarkson
Marvin Williams
Buzz Arlett
Justin’s List:
Jim Creighton
Cal McVey
Dave Orr
Fred Dunlap
Fleet Walker
Benny Kauff
Sadaharu Oh
Omar Linares
Adam's List
Heav...
2023-12-221h 47
From Busy to RichS10E4- Building a Great Team Part 1You’ve reached the point that’s it’s time to grow your team, now what? That is a question that plagues many advisors as they’re building their practice, especially when looking to take it to the next level. In today’s episode, which is part one of a two-part series, we will begin tackling this challenge as we’re joined by special guest Stephanie McKinney. Stephanie was the first hire Wes made, and has been with the company for over 15 years. Join us as we get her insights into the evolution from administrative assistant to an operations director rol...
2023-10-0426 min
brusadhandkindle{DOWNLOAD} Python for Data Analysis Data Wrangling with pandas NumPy and Jupyter (Ebook pdf)**Download Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter Full Edition,Full Version,Full Book**
by Wes McKinney
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2023-09-0400 min
Ponderings from the PerchThe Win-Win of Hearing Rare Patient Voices in Market ResearchHealthcare is a sensitive subject for many struggling with rare diseases or disabilities. Researchers in the healthcare sphere are challenged with finding delicate ways to approach patients. How do researchers advance technology and create positive outcomes for patients? In today’s episode, our CEO, Priscilla McKenney, welcomes Wes Michael, President of Rare Patient Voice. His company's unique approach to building market research panels allows patients and caregivers to contribute their insights to researchers and companies worldwide. Rare Patient Voice has expanded globally, completed numerous projects, and served hundreds of clients, all with the aim of...
2023-09-0123 min
The Real Python PodcastExploring pandas 2.0 & Targets for Apache ArrowWhat are the new ways to describe your data in pandas 2.0? Will the addition of Apache Arrow to the data back end foster the growth of data interoperability? This week on the show, we talk with pandas core developer Marc Garcia about the release of pandas 2.0.
Marc shares his background and work on pandas. We discuss the history of data representation in pandas and the need to move beyond NumPy. We also talk about how Apache Arrow only solves some of the issues.
We dig into the potential of an Apache Arrow back end and...
2023-08-041h 14
DataGen#71 - Lancer sa carrière data avec Kevin Rosamont PromboKevin est Senior Data Scientist et formateur sur les métiers de la data. Il est surtout l'un des plus gros influenceurs data en France, avec +7K abonnés sur LinkedIn et 1K abonnés sur TikTok. Dans cet épisode, je me mets dans la peau d'un étudiant ou d'un profil en reconversion et lui pose les questions essentielles afin de lancer sa carrière en data.On aborde :🔥 Les différents parcours possibles pour travailler en data,🔥 La différence entre Data Scientist, Data Engineer et Data Analyst,🔥 Les conseils de K...
2023-07-1740 minPopCulture SpotlightSpotlight on Asteroid CityAsteroid City is the 11lth film from writer-director Wes Anderson and features a star studded cast that includes Jason Schwartzman, Scarlett Johansson and Tom Hanks. I'm talking about the movie on this podcast enjoy!
2023-07-0620 min
Zero Prime PodcastE07: Monetizing Open Source w/ Wes McKinneyPete chats with Wes McKinney, the inspiration behind many popular OSS data & data science tools like pandas, Apache Arrow, Ibis and others. We learn from Wes' experience in starting businesses around OSS tooling, and hear his thoughts on monetization, ecosystem building and challenges in starting his companies as an engineer-founder.Wes is currently the co-founder & CTO of Voltron Data, which is building accelerated computing technologies powered by Apache Arrow.Highlights:[0:50]: Wes’ thoughts on monetizing open source software (OSS)[3:10]: Potential ways of turning a library/utility into a business[4:53]: Example of Du...
2023-01-1119 min
The Analytics Engineering PodcastWhat Does Apache Arrow Unlock for Analytics? (w/ Wes McKinney)Wes McKinney is the creator of pandas, co-creator of Apache Arrow, and now Co-founder/CTO at Voltron Data. In this conversation with Tristan and Julia, Wes takes us on a tour of the underlying guts, from hardware to data formats, of the data ecosystem. What innovations, down to the hardware level, will stack to lead to significantly better performance for analytics workloads in the coming years? To dig deeper on the Apache Arrow ecosystem, check out replays from their recent conference at https://thedatathread.com. For full show notes and to...
2023-01-0647 min
Data Engineering PodcastSupporting And Expanding The Arrow Ecosystem For Fast And Efficient Data Processing At Voltron DataSummary
The data ecosystem has been growing rapidly, with new communities joining and bringing their preferred programming languages to the mix. This has led to inefficiencies in how data is stored, accessed, and shared across process and system boundaries. The Arrow project is designed to eliminate wasted effort in translating between languages, and Voltron Data was created to help grow and support its technology and community. In this episode Wes McKinney shares the ways that Arrow and its related projects are improving the efficiency of data systems and driving their next stage of evolution.
Announcements
2022-11-2850 min
The Business of Open SourceThe Open-Source Evolution of Python with Wes McKinneyWes McKinney, CTO & Co-Founder of Voltron Data, joins me for an in-depth conversation on how his quest to develop Python as an open-source programming language led him to creating the pandas project and founding four companies. In this episode, Wes and I dive into his unique background as the founder of the pandas project and he describes his perspective on the early days of Python, his journey into the world of open-source start-ups, and the risks and benefits of paying developers to work on open-source projects. Highlights:Wes introduces himself and describes his role (00:46)We...
2022-09-2133 min
Peace, Love and BaseballEpisode 2: Meet musician and die-hard baseball fan, Wes Mckinney! We talk musical influences, the love of the game and breakdown MLB’s New RulesFollow Wes's music @WeAreValidity / http://www.wearevalidity.com/indivisible/ and CLICK HERE to stream on Spotify!
Get Tickets HERE for Validity Album Release Party on Saturday, 9/17 at Uncommon Ground!
Check out the article referenced by Jayson Starke and subscribe to The Athletic.
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2022-09-1342 min
Packer and DurhamHour 2: Petra Hule Joins The ShowMark and Wes recap everything ACC baseball from yesterday and preview what’s coming up this weekend. In case you missed it, we replay highlights from our interviews from earlier in the week with Emma Lemley, John Rittman, and Kalie Harding. Brittany McKinney, ESPN Softball Analyst joins the show to discuss her thoughts on the upcoming softball NCAA tournament and who from the ACC can win it all. Petra Hule, FSU Tennis joins the show to talk about her upcoming run in the solo tennis NCAA tournament. Learn more about your ad choices. Visit megaphone.fm...
2022-05-2050 min
ContributorFeast with Willem PienaarEric Anderson (@ericmander) and Willem Pienaar (@willpienaar) talk about Feast, the open-source feature store for machine learning. Feature stores act as a bridge between models and data, and allow data scientists to ship features into production without the need for engineers. Willem co-created Feast at Gojek, and later teamed up with the folks at Tecton to back the project.
In this episode we discuss:
The value of feature stores in MLOps
What happens when you open-source too early
Why most open-source code has nothing to hide
Bringing an open-source project to an existing company
Good and...
2022-05-1132 min
ContributorFeast with Willem PienaarEric Anderson (@ericmander) and Willem Pienaar (@willpienaar) talk about Feast, the open-source feature store for machine learning. Feature stores act as a bridge between models and data, and allow data scientists to ship features into production without the need for engineers. Willem co-created Feast at Gojek, and later teamed up with the folks at Tecton to back the project.
In this episode we discuss:
The value of feature stores in MLOps
What happens when you open-source too early
Why most open-source code has nothing to hide
Bringing an open-source project to an existing company
Good and...
2022-05-1132 min
Rabbitt Stew ComicsEpisode 351Comic Reviews: DC Blood Syndicate Season One 1 by Geoffrey Thorne, ChrisCross, Juan Castro, Wil Quintana Jurassic League 1 by Juan Gedeon, Daniel Warren Johnson, Mike Spicer Marvel Captain America: Symbol of Truth 1 by Tochi Onyebuchi, R.B. Silva, Jesus Aburtov Hulk vs. Thor: Banner of War Alpha by Donny Cates, Martin Coccolo, Matt Wilson Moon Knight: Black, White, and Blood 1 by Jonathan Hickman, Marc Guggenheim, Mureqa Ayodele, Jorge Fornes, Adedotun Akanda, Chris Bachalo Patsy Walker Infinity Comic 1 by Trina Robbins, Derek Charm, Rico Renzi, Clayton Cowles Image Eight Billion Genies 1 by Charles Soule, Ryan Browne, Kevin Knipstein Dark Horse Avatar: Adapt o...
2022-05-102h 55Packer and DurhamHour 3: Brittany McKinney, ESPN Softball AnalystESPN Softball analyst Brittany McKinney visits with the guys to preview the ACC softball championship. Plus we get the latest on NIL rules & regulations after Zay Flowers tells espn he turned down 6 figure NIL deals to stay at Boston College. Learn more about your ad choices. Visit megaphone.fm/adchoices
2022-05-0950 minPacker and DurhamHour 3: Kristina Foreman, Duke SoftballDuke Softball player Kristina Foreman joins the show as the Blue-devils try ending the season on a high note. Plus ACCN Softball Analyst Brittany McKinney gets us ready for the ACC softball championship starting May 11th. And we take listener calls and tweets on best regular season ACC games. Learn more about your ad choices. Visit megaphone.fm/adchoices
2022-05-0350 minPacker and DurhamHour 3: Exciting Games this WeekendBrittany McKinney joins the show to talk about the series between Virginia Tech vs FSU, where these teams are in the standings and the dominant players on these two teams. Then Mack Brown joins to talk about their spring game tomorrow, which athlete's will be returning this year and how their spring practices have been going. Learn more about your ad choices. Visit megaphone.fm/adchoices
2022-04-0846 min
The Python Podcast.__init__See The Structure Of Your Software At A Glance With Call Graphs From Code2FlowSummary
As software projects grow and change it can become difficult to keep track of all of the logical flows. By visualizing the interconnections of function definitions, classes, and their invocations you can speed up the time to comprehension for newcomers to a project, or help yourself remember what you worked on last month. In this episode Scott Rogowski shares his work on Code2Flow as a way to generate a call graph of your programs. He explains how it got started, how it works, and how you can start using it to understand your Python, Ruby...
2022-02-2845 min
Aja's & Claire Simone's Ketch A Vibe Show !Aja & Claire Simone's Ketch A Vibe 624 ShowPrequel - Freedom Jazz Dance - Nothing BetterHarold McKinney - Ode To AfricaWorld's Experience Orchestra -The PrayerMax Kochetov Quartet - GroovinJembaa Groove - MokoleKenny Cox - Island Song [BBE Music]Forty Seven Times Its Own Weight - March of The Goober WoobersJohnny "Guitar" Watson - Ain't That A BitchEllen McIlwaine - Higher GroundBrian Auger & Julie Driscoll & The Trinity - JeannineMoses Dillard - Tribute To WesThe Diasonics...
2022-02-051h 56
Super Data Science: ML & AI Podcast with Jon Krohn523: Open-Source Analytical Computing (pandas, Apache Arrow)Wes McKinney joins us to discuss the history and philosophy of pandas and Apache Arrow as well as his continued work in open source tools.In this episode you will learn:
History of pandas [7:29]
The trends of R and Python [23:33]
Python for Data Analysis [25:58]
pandas updates and community [30:10]
Apache Arrow [41:50]
Voltron Data [55:10]
Origin of Wes’s project names [1:08:14]
Wes’s favorite tools [1:09:46]
Audience Q&A [1:15:34]
Additional materials: www.superdatascience.com/523
2021-11-161h 27