Cele mai bune Anomaly Detection podcast-uri (2024)

1
Complex systems: What data science can learn from astrophysics with Rachel Losacco 41:02

3d ago41:02

41:02

Our special guest, astrophysicist Rachel Losacca, explains the intricacies of galaxies, modeling, and the computational methods that unveil their mysteries. She shares stories about how advanced computational resources enable scientists to decode galaxy interactions over millions of years with true-to-life accuracy. Sid and Andrew discuss transfera…

1
Pankaj Kedia, AI pioneer and VC @ 2468 Ventures, On The Fast Approaching Age of Abundance 31:38

4d ago31:38

31:38

Pankaj Kedia is a trailblazer in laptop and wearable technology, having held leadership roles at Intel and Qualcomm in the early 2000s. Now an active investor, advisor, mentor, and speaker, Pankaj founded 2468 Ventures in 2021 and has since made angel investments in notable companies such as Grok, Anthropic, OpenAI, Figure, Humane, and Athena. Rece…

1
Josh Allan Dykstra, Founder of The Work Revolution, On Finding Work You'll Love 32:56

12d ago32:56

32:56

Josh Allan Dykstra is a polymath and TEDx speaker who has made significant contributions as a published author, musician, and CEO. As a sought-after coach on the future of work, Josh has collaborated with industry giants like Amazon, Microsoft, Apple, and Chanel. He founded The Work Revolution, an organization dedicated to creating energy-based wor…

1
Preparing AI for the unexpected: Lessons from recent IT incidents 34:13

18d ago34:13

34:13

Can your AI models survive a big disaster? While a recent major IT incident with CrowdStrike wasn't AI related, the magnitude and reaction reminded us that no system no matter how proven is immune to failure. AI modeling systems are no different. Neglecting the best practices of building models can lead to unrecoverable failures. Discover how the t…

1
Nick Mehta, CEO of Gainsight, On Building A Human-First AI Culture 39:36

19d ago39:36

39:36

Nick Mehta is the legendary CEO of Gainsight, a leading company in the customer success space, where he's played a pivotal role for over 11 years, growing it into a powerhouse with over 20,000 customers and $100 million in ARR. Before Gainsight, Nick was a serial entrepreneur, having led LiveOffice until its acquisition by Symantec, and co-founded …

1
Silvio Savarese, EVP Salesforce, From Ivory Tower to Corporate Labs: The Real Challenges of AI Development 39:20

26d ago39:20

39:20

Silvio Savarese is a pioneer and AI research lead with the AI research team at Salesforce, one of the largest and most influential enterprise software companies globally. Before joining Salesforce in 2021 as Executive Vice President and Chief Scientist, Silvio spent nearly 11 years in academia at Stanford, where his research focused on robotics, ma…

1
Armen Berjikly, CTO @ BetterUp, On Using AI to Unlock Human Potential 49:08

1M ago49:08

49:08

Armen Berjikly is a serial entrepreneur and the recently appointed CTO at BetterUp, a human transformation platform founded in 2013 that employs over 3,000 coaches to help individuals achieve greater clarity, purpose, and passion through expert guidance. Before joining BetterUp, Armen co-founded Motive, which was later acquired by BetterUp, and Ken…

1
Exploring the NIST AI Risk Management Framework (RMF) with Patrick Hall 41:24

1M ago41:24

41:24

Join us as we chat with Patrick Hall, Principal Scientist at Hallresearch.ai and Assistant Professor at George Washington University. He shares his insights on the current state of AI, its limitations, and the potential risks associated with it. The conversation also touched on the importance of responsible AI, the role of the National Institute of…

1
Thomas Otter, Venture Capitalist, On How One Good Decision Made Him The Accidental HR Tech Pioneer 37:47

1M ago37:47

37:47

Thomas Otter joined Acadian Ventures in March 2022 as a General Partner. Prior to Acadian, he advised companies such as Workday, Ultimate Software, Personio, and Unit 4, and collaborated with private equity and growth equity firms like Warburg Pincus, Scottish Equity Partners, PSG, and Goldman Sachs on M&A, strategy, negotiations, and diligence. He…

1
Bernard Marr, Author & Futurist, On How to Use Generative AI to Get Ahead In Your Career 41:45

2M ago41:45

41:45

Bernard Marr is a world-renowned futurist, influencer, and thought leader in the fields of business and technology. With a passion for leveraging technology for the good of humanity, Bernard is a bestselling author of over 20 books, writes a regular column for Forbes, and advises and coaches many of the world’s best-known organizations. Boasting a …

1
Exploring Developer Productivity with AI: Insights from Airbnb, GitHub, and Jumio 35:25

2M ago35:25

35:25

In this week's episode, Abi is joined by industry leaders Idan Gazit from GitHub, Anna Sulkina from Airbnb, and Alix Melchy from Jumio. Together, they discuss the impact of GenAI tools on developer productivity, exploring challenges in measurement and enhancement. They delve into AI's evolving role in engineering, from overcoming friction points to…

1
Chris Dyer, Future of Work Expert, On 6 Surprising Ways AI Can Accelerate Your Career 35:45

2M ago35:45

35:45

Chris Dyer is a globally recognized company culture and future of work expert, delivering keynotes for over 15 years to audiences worldwide. As a CEO managing thousands, his companies consistently earn accolades as best places to work and have been recognized five times by Inc. Magazine as some of the fastest-growing companies. Chris is ranked as I…

1
Peter Voss, AGI Co-inventor and CEO at Aigo.ai, On Making AI Smarter Without Harming Humans 36:14

2M ago36:14

36:14

Peter Voss is the visionary founder and CEO of Aigo.ai, a pioneering company at the forefront of conversational AI and natural language processing. Over the past 15 years, Peter and his team have perfected a highly intelligent, hyper-personalized chatbot designed for enterprise customers. In 2009, Peter founded SmartAction.ai, which developed the f…

1
Data lineage and AI: Ensuring quality and compliance with Matt Barlin 28:29

2M ago28:29

28:29

Ready to uncover the secrets of modern systems engineering and the future of AI? Join us for an enlightening conversation with Matt Barlin, the Chief Science Officer of Valence. Matt's extensive background in systems engineering and data lineage sets the stage for a fascinating discussion. He sheds light on the historical evolution of the field, th…

1
Emil Winebrand, CEO of insoundz and Audio Engineering Expert, on How AI is Improving Audio Quality 29:36

2M ago29:36

29:36

Emil Winebrand, the CEO and co-founder of insoundz, is a trailblazer in the AI and audio technology industry. With a master's degree in engineering from Tel Aviv University, Emil's career began deeply immersed in the tech world, taking a significant turn after a decade of service in the intelligence technology unit of the IDF (Israeli Defense Force…

1
Adityo Prakash, Founder & CEO of Verseon, On Extending Life With AI 29:50

2M ago29:50

29:50

Adityo Prakash is a serial entrepreneur, high-tech CEO, amateur photographer, and author who transitioned from academia to revolutionize video streaming, and is now transforming drug discovery and commercialization. As the founder of Verseon, Adityo employs deep quantum modeling and AI to expedite the identification and development of innovative ph…

1
How SiriusXM revamped their platform and developer experience | Jared Wolinsky 40:58

3M ago40:58

40:58

In this week's episode, Abi welcomes Jared Wolinsky, Vice President of Platform Engineering at SiriusXM, to delve into the inner workings of platform engineering at SiriusXM. Jared sheds light on their innovative approach to prioritizing projects, emphasizing alignment with overarching business goals. They explore how these strategies boost develop…

1
Tamara Steffens, MD at Thomas Reuters Ventures, Explains How Corporate VC Works 33:48

3M ago33:48

33:48

Tamara Steffens is a seasoned tech executive with a remarkable track record in scaling teams, infrastructures, and products. She has contributed significantly to early mobile and SaaS pioneers, including Boingo, Software.com, Fusion One, and Color. Tamara has held executive roles at Microsoft and Openwave, leading large teams and driving innovation…

1
Roy Atkinson, CEO of Clifton Butterfield, Shares Insider Tips on Mastering The Customer Experience as an IT Leader 33:48

3M ago33:48

33:48

Roy Atkinson is a renowned thought leader in IT service management and customer service. A prolific writer, speaker, analyst, and podcaster, Roy's expertise has been featured in major tech publications. CIO Insight described him as a model for the future digital leader, and Nextiva named him one of the top 50 customer service experts of the decade …

1
Developer Experience at American Express | Michelle Swartz (American Express) 45:00

3M ago45:00

45:00

In this episode, Michelle Swartz, Vice president of Developer Enablement American Express, shares insights on improving developer experience. She discusses the creation of an onboarding bootcamp and the development of the AmEx Way Library for better knowledge management. Michelle explains how AmEx balances standardization and flexibility with the c…

1
Differential privacy: Balancing data privacy and utility in AI 28:17

3M ago28:17

28:17

Explore the basics of differential privacy and its critical role in protecting individual anonymity. The hosts explain the latest guidelines and best practices in applying differential privacy to data for models such as AI. Learn how this method also makes sure that personal data remains confidential, even when datasets are analyzed or hacked. Show…

1
Kendall Clark, CEO of Stardog, On Mastering Data Science... If You're Not Technical 42:34

3M ago42:34

42:34

Kendall Clark is the co-founder and CEO of Stardog, a leading enterprise knowledge graph platform with prestigious customers like Morgan Stanley, Raytheon, Bosch, and NASA. He founded the company in 2016 with a vision of making data access more meaningful. Self-taught in coding during his 20s, Kendall is on a mission to help people experience "aha"…

1
Allison Baum Gates, Venture Capitalist, On The Secrets To A Successful VC Career 30:08

3M ago30:08

30:08

Allison has spent over a decade pioneering the of future of work as an employee, investor, and author. Her book, Breaking into Venture, offers a human perspective on succeeding in venture capital. As a General Partner at Semper Virens, she invests in technology transforming workforce, healthcare, and financial services. Allison contributes to Forbe…

1
DORA, SPACE, and DevEx: Choosing the right framework | Laura Tacho + Abi Noda 39:35

4M ago39:35

39:35

This week’s episode is a recording from a recent event hosted by Abi Noda (CEO of DX) and Laura Tacho (CTO at DX). The episode begins with an overview of the DORA, SPACE, and DevEx frameworks, including where they overlap and common misconceptions about each. Laura and Abi discuss the advantages and drawbacks of each framework, then discuss how to …

1
Jonathan Siddharth, CEO of Turing, On Unleashing Human Potential with AI 38:37

4M ago38:37

38:37

Jonathan Siddharth is the visionary leader behind Turing, the unicorn AI juggernaut that powers technical recruiting for more than 900 companies, including Pepsi, Dell, Disney, Red Bull, and many others. Turing is the world's most successful AI-powered tech services company. Turing has reimagined tech services from the ground up with AI by providin…

1
Florin Rotar, Chief AI Officer at Avanade, on how to limit AI’s adverse effects 35:28

4M ago35:28

35:28

Florin Rotar is the pioneering Chief AI Officer known for leading Avanade's AI strategy. Avanade is a joint venture between Accenture and Microsoft with 50,000 employees worldwide, established in 2000 to drive innovation on the Microsoft platform. Previously serving as Avanade's CTO, Florin has played a pivotal role in shaping the organization's AI…

1
The science behind DORA | Derek DeBellis (Google) 47:50

4M ago47:50

47:50

In this week's episode, we welcome Derek DeBellis, lead researcher on Google's DORA team, for a deep dive into the science and methodology behind DORA's research. We explore Derek's background, his role at Google, and how DORA intersects with other research disciplines. Derek takes us through DORA's research process step by step, from defining outc…

1
Responsible AI: Does it help or hurt innovation? With Anthony Habayeb 45:59

4M ago45:59

45:59

Artificial Intelligence (AI) stands at a unique intersection of technology, ethics, and regulation. The complexities of responsible AI are brought into sharp focus in this episode featuring Anthony Habayeb, CEO and co-founder of Monitaur, As responsible AI is scrutinized for its role in profitability and innovation, Anthony and our hosts discuss th…

1
Naomi and Derek, Investors at Menlo Ventures, On Generative AI Businesses That Are Getting Investor Dollars 31:57

4M ago31:57

31:57

Naomi Ionita and Derek Xiao are investors at Menlo Ventures, one of Silicon Valley's most successful and storied venture capital funds. Menlo has backed over 80 public companies, manages over $5 billion in assets, and has been a pillar of the VC community for an astonishing 47 years. You likely know many of Menlo's recent high-profile investments i…

1
Steve Truitt, Award-Winning Author & Futurist, On Saving Humanity & Preventing AI From Ruining Us 37:48

4M ago37:48

37:48

Steve Truitt is an award-winning science fiction author, actor, producer, and musician. He received the prestigious Golden Eagle Award for his documentary series on Discovery. Steve's a space enthusiast and NASA history buff. He holds the unique record of having met five moonwalkers. Beyond his creative endeavors, Steve is also a coach and motivati…

1
How Slack fully automates deploys and anomaly detection with Z-scores | Sean Mcllroy (Slack) 33:49

5M ago33:49

33:49

This week we’re joined by Sean Mcllroy from Slack’s Release Engineering team to learn about how they’ve fully automated their deployment process. This conversation covers Slack’s original release process, key changes Sean’s team has made, and the latest challenges they’re working on today. Discussion points: (1:34): The Release Engineering team (2:…

1
Chris Herringshaw, CTO at Janus Henderson Investors, Reveals What Everyone's Missing about the Future of Finance 35:22

5M ago35:22

35:22

Chris Herringshaw is the Chief Technology Officer at Janus Henderson Investors, overseeing all technology aspects and serving on the Executive Committee. With over 15 years at Citadel Investment Group, he led Global Infrastructure Technology as Managing Director. Chris founded Quova, now part of NuStar, and held roles including Vice President of En…

1
Baseline modeling and its critical role in AI and business performance 36:23

5M ago36:23

36:23

Baseline modeling is a necessary part of model validation. In our expert opinion, it should be required before model deployment. There are many baseline modeling types and in this episode, we're discussing their use cases, strengths, and weaknesses. We're sure you'll appreciate a fresh take on how to improve your modeling practices. Show notes Intr…

1
Dmitry Shapiro, CEO of MindStudio, on how he built the AI app platform that's growing faster than OpenAI 40:46

5M ago40:46

40:46

Dmitry Shapiro is a serial entrepreneur who most recently founded and is the CEO of YouAi and the popular AI app-builder MindStudio. He has a bold vision to help you index your mind which we unpack in today's conversation. Previously, Dmitry founded and led GoMeta and created the video sharing site Veoh in 2005 which launched a few months after You…

1
What’s up with internal developer portals? | Chris Westerhold (Thoughtworks) 36:13

5M ago36:13

36:13

This week’s episode is the recording of a live conversation between Abi and Chris Westerhold (Thoughtworks Head of Developer Experience). This conversation is useful for anyone early in their journey with developer portals or platforms: Abi and Chris discuss common approaches to solving these problems, pitfalls to avoid, building vs. buying, and mo…

1
Suresh Vittal, CPO at Alteryx, On His Journey to Revolutionizing Data Analytics 37:55

5M ago37:55

37:55

As the Chief Product Officer at Alteryx, Suresh leads the product, engineering, design, and development teams that deliver innovative and scalable solutions for data science and analytics. He is also responsible for product pricing, packaging, and PLG strategies. Over the past 3 years, Alteryx has transformed into an analytics platform with market-…

1
Ben Kus, CTO of Box, On Responsible AI Use, Innovation Culture, and Future AI Trends 28:42

5M ago28:42

28:42

Ben Kus is the chief technology officer at Box, where he’s responsible for developing Box's technology vision and strategy. Previously, Ben was the VP of product management at Box. Before joining Box, he was the co founder and CTO of Subspace, an enterprise security solution that was acquired by Box. Ben’s held various leadership positions, includi…

1
10 years of driving developer productivity at Yelp | Kent Wills (Yelp) 45:14

5M ago45:14

45:14

On this week's episode, Abi interviews Kent Wills, Director of Engineering Effectiveness at Yelp. He shares insights into the evolution of their developer productivity efforts over the past decade. From tackling challenges with their monolithic architecture to scaling productivity initiatives for over 1,300 developers. Kent also touches on his expe…

1
Information theory and the complexities of AI model monitoring 21:56

6M ago21:56

21:56

In this episode, we explore information theory and the not-so-obvious shortcomings of its popular metrics for model monitoring; and where non-parametric statistical methods can serve as the better option. Introduction and latest news 0:03 Gary Marcus has written an article questioning the hype around generative AI, suggesting it may not be as trans…

1
Neil Mandt, Emmy-Winning Entrepreneur, Unveils the Future of Hollywood & Media 33:39

6M ago33:39

33:39

Neil Mandt is a Hollywood entrepreneur, a five-time Emmy winner, and producer of the 2022 Golden Globes. A pioneer in AR and VR technology, and a pro sports owner, since getting his start in Hollywood at age 10, there's almost no award he hasn't received, and almost no new form of media he hasn't tested and improved. What we cover In this conversat…

1
Babak Hodjat, CTO of AI at Cognizant, on creating Siri and the evolution of AI 35:32

6M ago35:32

35:32

Babak is the CTO of AI at Cognizant, the 34 billion market cap provider of tech services with more than 350, 000 global employees. He's the former co-founder and CEO of Sentient, a business responsible for the core technology behind the world's largest distributed artificial intelligence system. Before co-founding Sentient, Babak co-founded and was…

1
How “instructional engineers” improve developer onboarding at Splunk | Gail Carmichael (Splunk) 39:31

6M ago39:31

39:31

This week we’re joined by Gail Carmichael, Principal Instructional Engineer at Splunk. At Splunk, Gail’s team is responsible for improving developer onboarding, which they do through a multi-day learning program. Here, Gail shares how this program works and how they measure developer onboarding. The conversation also covers what instructional engin…

1
Richie Cotton, Data Scientist & Co-host of the DataFramed podcast, discusses the future of data science & AI ethics 25:43

6M ago25:43

25:43

Richie Cotton and his co-host Adel have published over 150 episodes of the DataFramed podcast with some amazing guests. Richie's also a data evangelist for DataCamp and a data scientist by training. He helps train DataCamp students and has been instrumental in the company's success. DataCamp has trained data teams at more than 2,500 companies, incl…

1
The importance of anomaly detection in AI 35:48

6M ago35:48

35:48

In this episode, the hosts focus on the basics of anomaly detection in machine learning and AI systems, including its importance, and how it is implemented. They also touch on the topic of large language models, the (in)accuracy of data scraping, and the importance of high-quality data when employing various detection methods. You'll even gain some…

1
Matt Martin, Co-Founder & CEO of Clockwise, on leveraging AI to create more time in your day 32:34

6M ago32:34

32:34

Matt Martin is on a mission to help the world make time for what matters. He founded Clockwise in 2016 to fix the time problem. Since then, he and the team have raised 76 million from exceptional investors, including Greylock, Cotu, Excel, Bain, and a common investor, the Slack Fund. More than 15, 000 organizations run Clockwise. Matt was also an e…

1
Bootstrapping a developer portal | Adam Rogal (DoorDash) 54:43

6M ago54:43

54:43

In this episode we’re joined by Adam Rogal, who leads Developer Productivity and Platform at DoorDash. Adam describes DoorDash’s journey with their internal developer portal, and gives advice for other teams looking to follow a similar path. Adam also describes how his team delivered value quickly and drove adoption for their developer platform. Di…

1
Prasad Kawthekar, Co-Founder & CEO of Dashworks, on enterprise AI search tools 31:32

6M ago31:32

31:32

Prasad Kawthekar is the Co-Founder & CEO of Dashworks, an all-in-one AI search assistant. It enables users to find any document, message, or email and to accelerate a team's productivity. With over 40+ integrations, Dashworks enables teams to find and organize their internal knowledge across apps from one place and leverage their collective experti…

1
Atif Rafiq, CEO & Bestselling Author, on the decision sprint process 32:36

7M ago32:36

32:36

Atif has blazed trails in Silicon Valley and the Fortune 500 for over 25 years. After rising through digital native companies like Amazon, Yahoo!, and AOL, Atif held C-suite roles at McDonald’s, Volvo, and MGM Resorts. He oversaw thousands of employees as a global P&L, transformation, and innovation leader. Rafiq was the first Chief Digital Officer…

1
A deep-dive on the Thoughtworks Tech Radar | Rebecca Parsons, Camilla Crispim, Erik Dörnenburg (Thoughtworks) 45:36

7M ago45:36

45:36

In this episode, Abi has a fascinating conversation with Rebecca Parsons, ThoughtWorks's CTO, Camilla Crispim, and Erik Dörnenburg on the ThoughtWorks Tech Radar. The trio begins with an overview of Tech Radar and its history before delving into the intricate process of creating each report involving multiple teams and stakeholders. The conversatio…

1
What is consciousness, and does AI have it? 32:55

7M ago32:55

32:55

We're taking a slight detour from modeling best practices to explore questions about AI and consciousness. With special guest Michael Herman, co-founder of Monitaur and TestDriven.io, the team discusses different philosophical perspectives on consciousness and how these apply to AI. They also discuss the potential dangers of AI in its current state…

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