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Data Science Leaders: The premiere podcast for executives tackling the world’s most important challenges with the power of machine learning and artificial intelligence. Join host, Dr. Kjell Carlsson, for Season...
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Data Science Leaders: The premiere podcast for executives tackling the world’s most important challenges with the power of machine learning and artificial intelligence. Join host, Dr. Kjell Carlsson, for Season 2 as we interview pioneering data science leaders and industry watchers to unearth the secrets to driving transformative business outcomes—and avoiding a myriad of pitfalls—with the latest ML & AI technologies. Our conversations are full of real stories, breakthrough strategies, and unique insights—to help you build your own model for enterprise data science success.
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25 OTT 2024 · AI governance is no longer a hypothetical consideration—it's critical not only to meet regulatory requirements but also to build trust, drive adoption, and deliver tangible impact with AI. In this episode, we bring together experts https://www.linkedin.com/in/jvawdrey/ and https://www.linkedin.com/in/dylanbstorey, who have spent years developing AI solutions in heavily regulated industries. They share their hard-won insights on the realities of implementing AI governance across a wide range of organizations and use cases.
Join us as we discuss:
- The value of AI governance for driving adoption and innovation
- How governance principles apply to traditional ML and genAI
- The common challenges of governance
- Real-world examples and best practices from advanced teams integrating AI governance
- How automation helps scale governance and provide the flexibility to support future regulation
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3 OTT 2024 · AI governance is more important than ever, but confusion reigns about basic questions such as: what it is, why it is important and what we should do about it. As an AI, data science, or business leader, you need to dispel these governance misconceptions in order to manage AI risk and ensure the safety and reliability necessary to drive adoption and impact. The ability of your organization to drive impact with AI, and potentially your career, depends on it.
Join us as host Kjell Carlsson, gives an opinionated take on the basic questions of AI governance:
- Why you should care about AI governance (and why it goes beyond ethics and regulation)
- What AI governance is (and how it differs from ethical AI, responsible AI, and trustworthy AI)
- Why AI governance is difficult (and the gap between frameworks and practices)
- What AI governance looks like in practice (across the AI/ML lifecycle)
- What we need for AI governance (and the capabilities to do it at scale)
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18 SET 2024 · Data privacy - why is it so important in the age of AI, why is it so difficult, and what should we be doing to improve it in our organizations?
In this episode we speak with https://www.linkedin.com/in/rebecca-balebako/, privacy engineer and Chief Privacy Officer at Lotic.ai, about why AI makes privacy more important than ever, the common misconceptions around data protection, who should own privacy, and the benefits and limitations of privacy enhancing technologies (PETs).
Join us as we discuss:
- The value of privacy (~5% of annual profit)
- The many definitions of privacy.
- The top 3 misconceptions: no one cares, it can be fixed with a privacy policy, and privacy is a blocker.
- Who should own privacy in your organization.
- PETs vs. data hygiene
For more on Rebecca’s consulting on privacy strategy, coaching and how to build a privacy advocate team see https://www.privacyengineer.ch/ and for more on privacy methods check out the book “https://practicaldataprivacybook.com/” by Katharine Jarmul.
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4 SET 2024 · What capabilities do you need to take advantage of AI and what changes will you need to make to your IT architecture? Well, let’s look at the data.
In this episode, https://www.linkedin.com/in/shawnrogers/, CEO and Fellow at https://barc.com/, shares the results of their survey on how enterprises are optimizing their architecture for AI innovation. Shawn unpacks data on everything from the biggest obstacles to delivering AI impact to how companies are sourcing their AI capabilities.
Join us as we discuss:
- The AI talent gap and the strategies that firms are using to close it
- The myriad AI capabilities that high-readiness firms are implementing
- The need to manage AI costs upfront to ensure deployment
- The perpetual question of build vs. buy (or both!)
- The crucial need for AI governance to ensure approval and adoption
Download the full report https://domino.ai/resources/barc-optimizing-architecture-ai-innovation.
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21 AGO 2024 · How do you drive digital strategy and transformation with AI? Do you need an AI strategy or a business strategy that intelligently leverages AI?
In this episode, we delve into the challenge of driving transformation with AI in insurance with https://www.linkedin.com/in/fuadbutt?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=ios_app, VP Head of Digital Strategy and Automation at https://www.oneamerica.com/. Fu’ad shares his best practices for identifying and executing AI projects. These range from how to identify the most promising use cases (hint: focus on augmented intelligence, but tie it to business value) to executing them successfully (build a test and learn process, and use multifunctional pods).
Join us as we discuss:
- The role of AI in digital strategy today.
- Overcoming the challenge of aligning AI to business value.
- Experimenting efficiently with digital twins and a contrarian in the loop.
- Breaking hierarchies with multifunctional pods for faster impact.
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7 AGO 2024 · AI is disrupting marketing, but the biggest threat isn’t AI systems misbehaving, it is the unintended consequences of AI systems performing exactly what they were intended to do.
In this interview with https://www.linkedin.com/in/danielhulme/, Chief AI Officer at https://www.wpp.com/en-us/ and CEO of https://www.satalia.com/, we discuss the ways that AI is transforming marketing – from accelerating content creation and maximizing activation to exploring the creative landscape and creating “brains” that ensure it is responsible and legal. Also, tune in for fascinating discussions of AI consciousness and what it means to be a Chief AI Officer.
Join us as we discuss:
- The greatest GenAI opportunities in marketing and beyond
- How to maximize AI impact with decision optimization
- Responsible AI and the challenges of AI systems going very right
- The emerging field of AI consciousness
- The Chief AI Officer: why you need one and the prerequisites for success
For more information about the new research organization focused on AI consciousness co-founded by Daniel Hulme see http://conscium.com and his interview on the https://www.youtube.com/watch?v=Pd4fEILYux4.
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24 LUG 2024 · How do you deliver impact with AI and ML and cut development time by weeks and even months? By understanding your customer, building trust, and managing risk.
Done well, effective and responsible AI practices can be the secret to faster implementation, adoption, and performance at lower cost and risk.
In this episode withhttps://www.linkedin.com/in/amanasson/, Data Science Leader for the Americas at https://www.iff.com/, we uncover their best practices for managing risk and driving rapid AI development and adoption in the safety-focused world of manufacturing.. Dr. Manassof shares insights on balancing statistical process control with predictive modeling, the importance of adapting your data collection processes, and the pros and cons of digital twins. Discover practical tips and strategies for implementing AI and ML tools to boost efficiency and foster trust in high-stakes environments.
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5 LUG 2024 · How do you deliver value with responsible AI, who is responsible for it, how do you put it into practice, and could we use AI to make our organizations more ethical?
This episode comes to you from the RevX conference in London, where we asked these questions of https://www.linkedin.com/in/wiggins/, Chief Data Scientist at the https://www.nytimes.com/. He is also Professor of Applied Mathematics at https://datascience.columbia.edu/people/chris-h-wiggins/ and author of the books “https://wwnorton.com/books/how-data-happened” and “https://www.cambridge.org/us/universitypress/subjects/computer-science/knowledge-management-databases-and-data-mining/data-science-context-foundations-challenges-opportunities?format=HB&isbn=9781009272209”.
Join us as we discuss:
- What we can learn from the history of research ethics and data legislation
- The need for clear principles and defined ownership to ensure ethical AI
- The translation of ethical principles into checklists, standards, and product decisions
- The importance of benchmarking AI against human performance and addressing how human biases in data lead to biased AI outcomes
To see all of the sessions at the RevX conferences go to http://domino.ai/revx.
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19 GIU 2024 · AI is not all about the data, however, your ability to develop and deploy efficient data pipelines is absolutely critical for unlocking the power of AI at scale. But how do you manage modern data pipelines for AI and how do you deal with fragmented ecosystems and spiraling costs?
In this episode, brought to you from the RevX Philadelphia conference, https://www.linkedin.com/in/richardswakla/, AI/ML Specialist at https://www.netapp.com/intelligent-data-infrastructure/?gclid=Cj0KCQjw0_WyBhDMARIsAL1Vz8uDMvgEzooseq-ueitJxuUG2kEhd6hsmyHvlELbzycqB6SyN_eh_TIaAoJhEALw_wcB&utm_campaign=dmnd-mdc-all-na-amer-webc-brp-brand-1716903752057&utm_source=google&utm_medium=paidsearch&utm_content=nativead&gad_source=1&ef_id=ZZrn1gAMrNewdgAM:20240603213349:s, joins us to discuss the current trends and best practices in the life sciences around data and AI.
Join us as we discuss:
- The role of AI in enhancing productivity in healthcare and the life sciences, particularly in drug discovery, claims processing and fraud detection.
- The growing importance of hybrid cloud solutions to balance cost, efficiency, and infrastructure access.
- Challenges in transitioning AI projects from pilots to production due to high costs and rapidly evolving models.
To see all of the sessions at the RevX conferences go to http://domino.ai/revx.
31 MAG 2024 · How do you enable AI, data science and analytics on petabyte-scale data, with extremely stringent privacy and security requirements?
This episode comes to you from the RevX-New York conference where we had a fireside chat with https://www.linkedin.com/in/ivansblack/ - Director in charge of ML, AI, and analytics platforms at the US financial services regulator https://www.finra.org/#/.
Join us as we discuss:
- The challenges of enabling AI on massive, rapidly growing financial datasets
- Talent strategies to support the rapidly changing AI ecosystem
- The importance of AI governance and reproducibility
- Managing cloud costs
To see all of the sessions at the RevX conferences or to find information about attending upcoming ones go to http://domino.ai/revx.
Data Science Leaders: The premiere podcast for executives tackling the world’s most important challenges with the power of machine learning and artificial intelligence. Join host, Dr. Kjell Carlsson, for Season...
mostra di più
Data Science Leaders: The premiere podcast for executives tackling the world’s most important challenges with the power of machine learning and artificial intelligence. Join host, Dr. Kjell Carlsson, for Season 2 as we interview pioneering data science leaders and industry watchers to unearth the secrets to driving transformative business outcomes—and avoiding a myriad of pitfalls—with the latest ML & AI technologies. Our conversations are full of real stories, breakthrough strategies, and unique insights—to help you build your own model for enterprise data science success.
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Informazioni
| Autore | Sweet Fish |
| Organizzazione | Sweet Fish |
| Categorie | Economia , Gestione , Matematica |
| Sito | www.spreaker.com |
| - |
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