Best Machine Learning In Audit Podcasts (2025)

1
The 7-Step Machine: Why Property Investing Isn't Easy (and How to Fix It) 14:29

Play Pause

6h ago14:29

14:29

Is your property journey stalling? In this episode, Noel Cardona reveals the 7-step "machine" required for consistent success in the UK market. He breaks down why "focus" is your safety net, why you will inevitably run out of cash (and how to fix it), and the brutal truth about what it really takes to succeed.…

1
The "Rich" Equation: Why Cash Flow Beats ROI Every Time 18:45

9h ago18:45

18:45

What is the definition of "Rich"? If you think it’s a specific number in your bank account, you are playing a losing game. In this episode, I strip away the vanity metrics of Return on Investment (ROI) and Return on Capital Employed (ROCE) to focus on the one number that actually matters: Cash Flow. I’ll walk you through why you need to aim for pas…

1
196: How I Invested in My Podcast Agency in 2025 [Expense Report] 23:33

1d ago23:33

23:33

Are you curious about what my business finances looked like this year? In today’s episode, I’m recapping where I spent my money in 2025. Plus, how I more intentionally invested based on my “why.” Clocking In with Haylee Gaffin is produced by Gaffin Creative, a podcast production company for creative entrepreneurs. Learn more about our services at G…

1
Budget 2025: The "Broadest Shoulders" Doctrine & The End of Passive Wealth 17:49

7d ago17:49

17:49

The Autumn Budget 2025 represents a watershed moment for UK property. With the introduction of a decoupled Property Income Tax reaching 47%, and a "shadow NIC" on asset income, the government has launched a fiscal offensive on the personal ownership model. In this episode, Noel Cardona dissects the "Broadest Shoulders" doctrine. We analyze the eros…

1
195: Behind The Curtain: How I Use My Podcast to Run My Own Business 9:24

6d ago9:24

9:24

Can your podcast be more than just content? In today’s episode, we’re taking a look behind the curtain into how I’ve turned my podcast into one of my business’s most valuable assets. I’m sharing not only how my podcast is central to my marketing ecosystem, but also how I use it to reach my business goals and dreams. Clocking In with Haylee Gaffin i…

1
Cracking the Cold Start Problem 39:57

9d ago39:57

39:57

In this episode of Data Skeptic, we dive deep into the technical foundations of building modern recommender systems. Unlike traditional machine learning classification problems where you can simply apply XGBoost to tabular data, recommender systems require sophisticated hybrid approaches that combine multiple techniques. Our guest, Boya Xu, an assi…

1
#750: re:Invent 2025 - Day 3 Wrapup 22:42

9d ago22:42

22:42

It is the end of re:Invent! Simon and Jillian share some updates and also take a moment to reflect on 2025.By Amazon Web Services

1
#749: re:Invent 2025 - Swami Sivasubramanian Keynote 27:07

10d ago27:07

27:07

Simon and Jillian catch you up on the highlights from today's keynote PLUS all the "pre:Invent" announcements that took place prior to the event!By Amazon Web Services

1
#748: re:Invent 2025 - Matt Garman Keynote 39:14

12d ago39:14

39:14

In this episode, Matt Garman's 2025 re:Invent keynote unveils exciting AI advancements, including Amazon Nova to Lite, a cost-effective reasoning model, and Amazon Nova 2 Sonic, a new speech-to-text model. The keynote also covers Security, Storage, Compute, Networking, and a whole lot more!By Amazon Web Services

1
The November 2025 AI Blitz: Gemini 3, Grok 4.1, Claude 4.5 & GPT-5.1 Change Everything 39:55

16d ago39:55

39:55

November 2025 delivered the biggest coordinated AI launch in history—Google, Anthropic, XAI, and OpenAI all dropped major updates at the exact same time. In this deep-dive episode, we break down what actually matters: the capabilities, the reasoning jumps, the agent upgrades, and the real-world impact you’ll feel immediately as a user, developer, o…

1
194: Reflecting on 2025 14:00

16d ago14:00

14:00

What happens to your business when life forces you to stop? In today’s episode, I’m reflecting on what it was like to move through grief this year in one of the hardest years of my life. Plus, the perspective I gained on my life and business now that 2025 comes to a close. Clocking In with Haylee Gaffin is produced by Gaffin Creative, a podcast pro…

1
The "Great Audit": Why New Council Powers Will Force Landlords to Professionalise (Or Quit) 7:11

21d ago7:11

7:11

Many landlords are sleepwalking into the biggest regulatory shift in a generation. On December 27, 2025, the new investigatory powers under the Renters' Rights Act come into force, and they will permanently change the enforcement landscape. This isn't just "more paperwork." It's a fundamental change from a power to a duty for councils to enforce. N…

1
AIs Next Wave is Here 31:49

22d ago31:49

31:49

In this episode of Everyday AI Made Simple, we break down the biggest AI developments reshaping November 2025. From autonomous coding agents and next-generation visual models to emotional intelligence in chatbots, emerging AI browsers, instant checkout, and family-focused safety tools — this deep dive explores how AI’s next wave is transforming dai…

1
Bonus: 4 Years of Consistent Podcasting ft. Quianna Marie Weekly 27:40

23d ago27:40

27:40

What if your podcast wasn’t a fast‑track trend but a long‑haul relationship? Today I’m honored to bring you an episode from one of my longtime clients and dear friends:Quianna. She’s just wrapped up four years of showing up every Monday on her show! In this episode, Quianna shares what it’s really taken to build a podcast that lives beyond the hype…

1
#747: Unpacking Automated Reasoning: From Mathematical Logic to Practical AI Security 38:02

22d ago38:02

38:02

Discover how AWS leverages automated reasoning to enhance AI safety, trustworthiness, and decision-making. Byron Cook (Vice President and Distinguished Scientist) explains the evolution of reasoning tools from limited, PhD-driven solutions to scalable, user-friendly systems embedded in everyday business operations. He highlights real-world examples…

1
Designing Recommender Systems for Digital Humanities 36:48

24d ago36:48

36:48

In this episode of Data Skeptic, we explore the fascinating intersection of recommender systems and digital humanities with guest Florian Atzenhofer-Baumgartner, a PhD student at Graz University of Technology. Florian is working on Monasterium.net, Europe's largest online collection of historical charters, containing millions of medieval and early …

1
193: From Mic to Message: Building Brand Consistency Across Every Channel 7:42

30d ago7:42

7:42

Is your audience getting mixed messages? In today’s episode, I’m talking to service-based business owners who are ready to treat their podcast like a business asset, not just a hobby. I’m diving into how to make sure that your podcast sounds like you and that your messages are aligned across every channel. Clocking In with Haylee Gaffin is produced…

1
#746: AWS Regional Planning Tool, MCP Proxy for AWS, and Lots More!!! 30:01

1M ago30:01

30:01

There are so many updates this week you might need two cups of coffee! Simon and Jillian guide your way.By Amazon Web Services

1
DataRec Library for Reproducible in Recommend Systems 32:48

1M ago32:48

32:48

In this episode of Data Skeptic's Recommender Systems series, host Kyle Polich explores DataRec, a new Python library designed to bring reproducibility and standardization to recommender systems research. Guest Alberto Carlo Maria Mancino, a postdoc researcher from Politecnico di Bari, Italy, discusses the challenges of dataset management in recomm…

1
The 8-Month Wait: Why County Court Bailiffs Are a Financial Trap (And the HCEO Solution) 5:04

1M ago5:04

5:04

You’ve won your possession order. You think the nightmare is over. Then you’re told the wait for a County Court Bailiff is 6, 7, or even 8.5 months. In London, this delay means average rent arrears escalate to over £19,000. The system is broken. In this episode, Noel Cardona gives a brutally honest breakdown of the UK's eviction enforcement crisis.…

1
192: How to Use Your Podcast to Strengthen Every Touchpoint in Your Business 16:21

1M ago16:21

16:21

What if your podcast could power your marketing, client education, and sales conversations? In today’s episode, I’m talking to service-based business owners who are ready to treat their podcast like a business asset, not just a hobby. I’m breaking down the main phases of your client journey and how your podcast can impact each touchpoint along the …

1
#745: Accelerating Cloud Migration: How Occidental Petroleum Transformed with Terraform and AFT 20:19

1M ago20:19

20:19

This episode features a deep dive into Occidental Petroleum’s cloud migration journey, emphasizing automation and scalability. Brian Moore, a Cloud Architect at Occidental Petroleum, discusses how they used Terraform and AFT to streamline account provisioning, manage complex network architectures, and improve operational efficiency. The conversatio…

1
WARNING LANDLORDS: The Real Cost of Abolishing Section 21 12:02

1M ago12:02

12:02

The Renters' Rights Act 2026 isn't just a policy change; it's an operational disaster waiting to happen for unprepared landlords. With Section 21 abolished and mandatory court hearings introduced for every single possession claim, we are heading towards standard eviction timelines of 12-14 months. In this video, I break down the brutal math of the …

1
Shilling Attacks on Recommender Systems 34:48

1M ago34:48

34:48

In this episode of Data Skeptic's Recommender Systems series, Kyle sits down with Aditya Chichani, a senior machine learning engineer at Walmart, to explore the darker side of recommendation algorithms. The conversation centers on shilling attacks—a form of manipulation where malicious actors create multiple fake profiles to game recommender system…

1
191: What’s Actually Possible When You Leverage a Podcast For Business 13:43

1M ago13:43

13:43

If you think your podcast isn’t working, think again. In today’s episode, I’m talking to service-based business owners who are ready to treat their podcast like a business asset, not just a hobby. I’m covering the ways that your podcast can be integrated into your business and the possibilities that come from leveraging it correctly. Clocking In wi…

1
#744: Amazon Bedrock AgentCore, Amazon EC2 Capacity Manager, and so much more! 31:36

1M ago31:36

31:36

Simon and Jillian walk you through all the new and interesting updates.By Amazon Web Services

1
Music Playlist Recommendations 52:29

2M ago52:29

52:29

In this episode, Rebecca Salganik, a PhD student at the University of Rochester with a background in vocal performance and composition, discusses her research on fairness in music recommendation systems. She explores three key types of fairness—group, individual, and counterfactual—and examines how algorithms create challenges like popularity bias …

1
190: I Wasn’t Dreaming Big Enough—For You or Me [Exploring Podcast Growth] 8:39

2M ago8:39

8:39

What if real growth in your business would come from dreaming bigger? In today’s episode, I’m sharing the moment from a recent conference that stopped me in my tracks. At that moment, I knew: I’ve been playing too small and I’m ready to dream bigger. For my business, and for yours. Clocking In with Haylee Gaffin is produced by Gaffin Creative, a po…

1
The Agentic Era Explodes 30:37

2M ago30:37

30:37

October 2025 marked a seismic shift—the moment AI stopped being passive and truly went agentic. In this episode, we break down how a wave of intelligent, multi-step agents is rewriting the rules across commerce, computing, and corporate strategy. From Amazon’s dual automation strategy—where AI helps you decide what to buy and replaces warehouse lab…

1
#743: The Frugal Architect w/ Werner Vogels: The Ocean Cleanup's mantra: Start simple and iterate relentlessly 40:45

2M ago40:45

40:45

When Boyan Slat found more plastic than fish on a dive in Greece, he asked a simple question: "Why can't we just clean this up?" He was 16.What began as a humble project funded with pocket money has grown into a global initiative, removing millions of pounds of plastic from the world's rivers and oceans in the last decade. But simple questions don'…

1
AGI - From Buzzword to Scorecard - ChatGPT-5 Hits 58% 41:55

2M ago41:55

41:55

In this episode of Everyday AI Made Simple, we dive into one of the hottest and most misunderstood topics in tech — Artificial General Intelligence (AGI) — and explore the new framework that claims to finally measure it. Join us as we unpack Dan Hendricks’ “AGI Scorecard”, a groundbreaking approach that evaluates AI systems like GPT-4 and GPT-5 aga…

1
189: Your Podcast as a CEO Move, Not Just a Marketing Task 13:39

2M ago13:39

13:39

How do CEOs create impact with their podcast? In today’s episode, I’m sharing how you can use your podcast as a CEO-level visionary tool instead of just another marketing task. I’m diving into the mindset shift that CEOs use to create opportunity from their podcast and step into the thought-leader role. Clocking In with Haylee Gaffin is produced by…

1
#742: Amazon Quick Suite, AWS MCP, and lots more! 30:35

2M ago30:35

30:35

Stay up-to-date, with almost 60 new updates this week!!By Amazon Web Services

1
The Immediate AI Audit: Agentic Shopping, Bank Job Cuts & NY’s Ban 32:18

2M ago32:18

32:18

AI is no longer “someday”—it’s here, rewiring daily life. In this episode, we break down what’s happening right now: Walmart’s “agentic commerce” vision with instant checkout inside chat, Spotify’s AI DJ going text-first in 60+ markets, Wall Street’s structural hiring slowdown in favor of AI (even after record profits), and New York’s first-in-the-…

2M ago2:46

2:46

1
#740: AWS News: EC2 Instance Attestation, S3 Conditional Deletes, and more! 31:46

2M ago31:46

31:46

Simon and Jillian keep you up to date with over 70 new releases and capabilities!By Amazon Web Services

1
187: Why You Should Consider Launching a Podcast for Your Business 9:26

3M ago9:26

9:26

Want to position yourself as the go-to expert in your industry, build unshakeable trust, and attract next-level opportunities? Podcasting can do all of that—and more. I'm Haylee Gaffin, founder of Gaffin Creative, a podcast production agency focused on helping business owners like you strategically grow your brand through podcasting. Since 2017, I’…

1
#739: Applying Multi-region Strategies on AWS 41:18

3M ago41:18

41:18

Amazon Application Recovery Controller (ARC) Region Switch - https://docs.aws.amazon.com/r53recovery/latest/dg/region-switch.htmlBy Amazon Web Services

1
186: Advice for Podcasters—Ask Me Anything for Podcast Hosts 20:47

3M ago20:47

20:47

Have you ever wondered what’s really going on behind the scenes of podcasting, especially on this show? From the tech and the strategy to the quirks and even my favorite guilty pleasure shows, I'm sharing a no‑filter Ask Me Anything episode! Listen in to hear how my top coffee order changes with the season, what theme song I wish my podcast could h…

1
Interpretable Real Estate Recommendations 32:57

3M ago32:57

32:57

In this episode of Data Skeptic's Recommender Systems series, host Kyle Polich interviews Dr. Kunal Mukherjee, a postdoctoral research associate at Virginia Tech, about the paper "Z-REx: Human-Interpretable GNN Explanations for Real Estate Recommendations" The discussion explores how the post-COVID real estate landscape has created a need for bette…

1
#738: AWS News: Global Cross-Region Inference, Aurora Limitless and lots more. 25:01

3M ago25:01

25:01

Simon and Jillian keep you up to date with all the latest releases and capabilities!By Amazon Web Services

1
Bonus: Podcasting in Stars Hollow—If Gilmore Girls Characters Had Podcasts 18:04

3M ago18:04

18:04

What if Rory Gilmore had a podcast? Or Lorelai? Or even Taylor Doose? We’re diving deep into the whimsical world of Gilmore Girls and imagining what podcasts each beloved character would host—and how they’d actually monetize them. This episode is pure autumn nostalgia mixed with practical podcasting inspiration for creatives, entrepreneurs, and any…

1
#737: Accelerate your GenAI innovation journey on AWS with Innovation Sandbox solution 31:50

3M ago31:50

31:50

In this episode, we will dive deep into Innovation Sandbox on AWS, a new AWS solution offering that transforms the management of temporary sandbox environments, by offering a ready-made solution that enables customers to reduce sandbox setup time from weeks to hours while automating spend controls, security policies, and usage monitoring. Learn how…

1
185: 5 Things I Would Do If I Was Launching My Podcast Today 14:45

3M ago14:45

14:45

If you could go back in time and restart your podcast, what would you do differently? It’s a question I get a lot. In today’s episode, I’m sharing the five things that I would do if I was starting my podcast today, that I didn’t do back then. Today's episode is brought to you by Mic Check Society, our community for podcasters who are looking to tak…