Spotlight Seventeen - Machine Learning 101 - Out Soon!

Spotlight Seventeen - Machine Learning 101 - Out Soon!

Spotlight Seventeen is a snippet from our upcoming episode: Damien Benveniste PhD - Machine Learning 101.

Listen to the full episode, as soon as it comes out by subscribing to Redefining AI.


Who is Damien Benveniste PhD?

10 years ago, after a Ph.D. in theoretical Physics, Damien started his career in Machine Learning and Data Science.

He has been a Data Scientist, Machine Learning Engineer, and a Software Engineer. In these roles he has led various machine learning projects in diverse industry sectors such as: AdTech, Market Research, Financial Advising, Cloud Management, Online Retail, Marketing, Credit Score Modeling, Data Storage, Healthcare and Energy Valuation.

Recently, he was a machine learning tech lead at Meta on the automation at scale of model optimisation for Ads ranking. He is also a machine learning top voice on LinkedIn.

At present, Damien focuses on a more entrepreneurial journey where he builds tech businesses and writes about his experience. If you are interested in reading about his experience then check out his newsletter: The AI Edge.


Why this Episode?

🎙️ Get ready to embark on an enlightening journey through the world of Machine Learning 101! 🤖

In our upcoming episode, we're diving deep into the fundamental concepts of machine learning and navigating the complexities of this ever-evolving field.


Join us as Lauren and Damien explore:

🤔 What confuses people when discussing machine learning, and how can we untangle the web of differences in learning?

🌟 Discover the essential distinctions between supervised, unsupervised, and reinforcement learning, and see how they tackle real-world problems head-on.

🧠 Uncover the secrets of neural networks and explore the magic of CNNs and RNNs in solving diverse problems.

📸 Delve into the world of unstructured data, from images to text and audio, and uncover the challenges and considerations in ML tasks.

📊 Learn how to handpick and evaluate the perfect performance metrics for various machine learning tasks.

🤯 Delve into the trade-offs between model complexity and interpretability, with a spotlight on model explainability in real-world applications.

💡 Explore the ethical considerations and potential risks of deploying machine learning models, and discover how to ensure responsible AI development.

🤖 As well as: can Machines Learn Morality? Dive into the exciting world of ethical reasoning in AI, and uncover the challenges and opportunities that lie ahead.

Don't miss this episode where we unravel the fascinating world of Machine Learning 101! Tune in for a journey of knowledge and insight into the heart of artificial intelligence. 🚀 #RedefiningAI #MachineLearning101

Episoder(127)

Spotlight Twenty-Three - Personalization - Personal AI Assistants - Out Soon!

Spotlight Twenty-Three - Personalization - Personal AI Assistants - Out Soon!

Spotlight Twenty-Three is a snippet from our upcoming episode: Babak Pahlavan - Personalization - Personal AI Assistants Who is Babak Pahlavan? Babak Pahlavan (LinkedIn) has been working on AI since 2008, when he was the Founder and CEO of his first AI startup named CleverSense. CleverSense was acquired by Google in 2011, where it became an important personalization layer in Google Maps. Babak went on to spend 11 years at Google as a Senior Director of Product Management, where he led and scaled several large products and teams including Google Analytics, Enterprise Measurement Suite and others. He left Google in October of 2022 to found NinjaTech AI in partnership with SRI, which is the team's original home of Siri. NinjaTech AI's mission is to democratize access to AI-powered executive assistants, to give administrative time back to every professional and take the drudgery out of work. Listen to the full episode, as soon as it comes out by subscribing to Redefining AI and please do share your excitement about the episode with your own network! #ai #data #personalassistants #techpodcast

7 Des 20231min

Carolyn Ward, MD - How Will Data Futurize Primary Care?

Carolyn Ward, MD - How Will Data Futurize Primary Care?

In this Episode, Carolyn Ward, MD - How Will Data Futurize Primary Care - ⁠⁠⁠Lauren Hawker Zafer⁠⁠⁠ is joined by ⁠Carolyn Ward, MD Who is Carolyn Ward, MD? Carolyn Ward MD is a Doctor of Medicine and Director of Clinical Strategy at Particle Health. She is a trailblazing internal medicine physician and advocate for patient empowerment. Having spent over eight years honing her expertise, she now possesses a deep understanding of the intricacies of medical practice, clinical product roadmaps, and the ethics of AI in health data management, among other topics.  Carolyn's mission is to enable simple and secure access to actionable patient data through Particle's modern API platform.  She believes that the health data system must be more cohesive to prevent digital friction and to promote positive patient outcomes. Why this episode? Understanding of AI in Healthcare: with her knowledge of clinical product roadmaps and the ethics of AI in health data management, Carolyn Ward can provide nuanced discussions about the role of AI in healthcare. This includes considerations about data privacy, ethics, and the potential benefits and challenges of integrating AI into primary care. #ai #data #digitalhealth #techpodcast

28 Nov 202326min

Spotlight Twenty-Two - How Will Data Futurize Primary Care? - Out Soon!

Spotlight Twenty-Two - How Will Data Futurize Primary Care? - Out Soon!

Spotlight Twenty-Two is a snippet from our upcoming episode: Carolyn Ward, MD - How Will Data Futurize Primary Care? Who is Carolyn Ward, MD? Carolyn Ward MD is a doctor of medicine and Director of Clinical Strategy at Particle Health. She is a trailblazing internal medicine physician and advocate for patient empowerment. Having spent over eight years honing her expertise, she now possesses a deep understanding of the intricacies of medical practice, clinical product roadmaps, and the ethics of AI in health data management, among other topics. Carolyn's mission is to enable simple and secure access to actionable patient data through Particle's modern API platform. She believes that the health data system must be more cohesive to prevent digital friction and to promote positive patient outcomes. Listen to the full episode, as soon as it comes out by subscribing to Redefining AI and please do share your excitement about the episode with your own network! #ai #data #digitalhealth #techpodcast

24 Nov 20232min

Video Episode - Alysia Silberg - Unemployable - How AI Transformed My Work and Life

Video Episode - Alysia Silberg - Unemployable - How AI Transformed My Work and Life

In this video episode, Alysia Silberg - Unemployable - How AI Transformed My Work and Life- ⁠⁠⁠Lauren Hawker Zafer⁠⁠⁠ is joined by Alysia Silberg⁠ Who is Alysia Silberg? Alysia Silberg is a cross between a survivalist and an industrialist – someone who has had to innovate and use whatever resources are available because they had to, and someone who sees opportunities in the marketplace and capitalizes on those. Alysia was born to blaze trails. As the daughter of a Hollywood makeup artist who worked with screen legends like Marilyn Monroe, Natalie Wood, and Marlon Brando, she grew up with a dream of making her own mark in a world far away. A math and science prodigy, she nurtured her entrepreneurial instincts while still in grade school, starting her first business, an import-export agency, at age 11. Today, Alysia is a leading venture capitalist in Silicon Valley, where she mentors tech startups and helps them go public. She is CEO & General Partner of the investment firm Street Global. As a thought-and-knowledge leader, Alysia earned acclaim for her groundbreaking online radio show, Global Fireside Chats, bringing together global industry titans to share insights on our fast-changing world.  She is a UN Women Empower Women Global Champion, and an international board director with sovereign wealth fund experience. Alysia’s recently released first book, Unemployable: How AI Transformed My Work and Life details her harrowing and inspiring life story and is a guide to infinite success and personal development. Why this episode? 🤝 Empowerment and Possibility: Be part of a conversation that celebrates the limitless possibilities when humans leverage AI as a tool for personal and collective empowerment. Discover how AI isn't just a technological advancement but a catalyst for positive change and growth. #ai #techpodcast #futureofwork #prediction

23 Nov 202333min

Alysia Silberg - Unemployable - How AI Transformed My Work and Life

Alysia Silberg - Unemployable - How AI Transformed My Work and Life

In this Episode, Alysia Silberg - Unemployable - How AI Transformed My Work and Life- ⁠⁠Lauren Hawker Zafer⁠⁠ is joined by Alysia Silberg Who is Alysia Silberg? Alysia Silberg is a cross between a survivalist and an industrialist – someone who has had to innovate and use whatever resources are available because they had to, and someone who sees opportunities in the marketplace and capitalizes on those. Alysia was born to blaze trails. As the daughter of a Hollywood makeup artist who worked with screen legends like Marilyn Monroe, Natalie Wood, and Marlon Brando, she grew up with a dream of making her own mark in a world far away. A math and science prodigy, she nurtured her entrepreneurial instincts while still in grade school, starting her first business, an import-export agency, at age 11. Today, Alysia is a leading venture capitalist in Silicon Valley, where she mentors tech startups and helps them go public. She is CEO & General Partner of the investment firm Street Global. As a thought-and-knowledge leader, Alysia earned acclaim for her groundbreaking online radio show, Global Fireside Chats, bringing together global industry titans to share insights on our fast-changing world.  She is a UN Women Empower Women Global Champion, and an international board director with sovereign wealth fund experience. Alysia’s recently released first book, Unemployable: How AI Transformed My Work and Life details her harrowing and inspiring life story and is a guide to infinite success and personal development. Why this episode? 🤝 Empowerment and Possibility: Be part of a conversation that celebrates the limitless possibilities when humans leverage AI as a tool for personal and collective empowerment. Discover how AI isn't just a technological advancement but a catalyst for positive change and growth. #ai #techpodcast #futureofwork #prediction

14 Nov 202331min

Spotlight Twenty-One - Unemployable - How AI Transformed My Work and Life - Out Soon!

Spotlight Twenty-One - Unemployable - How AI Transformed My Work and Life - Out Soon!

Spotlight Twenty One is a snippet from our upcoming episode: Alysia Silberg - Unemployable - How AI Transformed My Work and My Life. Who is Alysia Silberg? Alysia Silberg is a cross between a survivalist and an industrialist – someone who has had to innovate and use whatever resources are available because they had to, and someone who sees opportunities in the marketplace and capitalizes on those. Alysia was born to blaze trails. As the daughter of a Hollywood makeup artist who worked with screen legends like Marilyn Monroe, Natalie Wood, and Marlon Brando, she grew up with a dream of making her own mark in a world far away. A math and science prodigy, she nurtured her entrepreneurial instincts while still in grade school, starting her first business, an import-export agency, at age 11. Today, Alysia is a leading venture capitalist in Silicon Valley, where she mentors tech startups and helps them go public. She is CEO & General Partner of the investment firm Street Global. As a thought-and-knowledge leader, Alysia earned acclaim for her groundbreaking online radio show, Global Fireside Chats, bringing together global industry titans to share insights on our fast-changing world. She is a UN Women Empower Women Global Champion, and an international board director with sovereign wealth fund experience. Alysia’s recently released first book, Unemployable: How AI Transformed My Work and Life details her harrowing and inspiring life story and is a guide to infinite success and personal development. Listen to the full episode, as soon as it comes out by subscribing to Redefining AI and please do share your excitement about the episode with your own network! #automation #ai #techpodcast #futureofwork

7 Nov 20231min

Video Episode - Dr. Moritz Müller - How to Use Retrieval Augmented Generation (RAG) in an Enterprise Setting

Video Episode - Dr. Moritz Müller - How to Use Retrieval Augmented Generation (RAG) in an Enterprise Setting

This is the video episode of our audio podcast conversation: How to Use Retrieval Augmented Generation(RAG) in an Enterprise Setting with Dr. Moritz Müller Who is Dr. Moritz Müller? Dr. Moritz Müller currently focuses on delivering successful digital transformation projects to corporate clients in financial services, manufacturing, the public sectors for Squirro in APAC.  With a PhD in Geophysics and extensive work experience in oil & gas exploration, as well as IT project implementation exposure, he has a strong technical background to support the use of emerging technologies in enterprise settings. What is Retrieval Augmented Generation (RAG)? Retrieval-augmented generation refers to a combination of two powerful natural language processing techniques: retrieval-based models and generative models. The approach is gaining significance and increasing attention for several reasons: Improved Content Generation: retrieval-augmented generation allows generative models to access and integrate information from a broader context. By retrieving relevant information from a database or the internet, generative models can produce more accurate, coherent, and contextually relevant content. Better Understanding and Contextualization: retrieval helps generative models understand the context and topic more comprehensively. It enables the model to draw upon a wide range of knowledge sources, which is particularly important when dealing with complex or specialized topics. Enhanced Abstraction and Creativity: by combining retrieval and generation, AI models can exhibit both the creativity of generative models and the grounded information retrieval capabilities. This leads to more creative content generation while maintaining accuracy. This episode is also available as an audio option. Join Dr. Moritz Müller and our host Lauren Hawker Zafer to discover what RAG is and how it can be used in an enterprise setting.

1 Nov 202323min

Dr. Moritz Müller - How to Use Retrieval Augmented Generation (RAG) in an Enterprise Setting

Dr. Moritz Müller - How to Use Retrieval Augmented Generation (RAG) in an Enterprise Setting

In this Episode, Dr. Moritz Müller - How to Use Retrieval Augmented Generation (RAG) in an Enterprise Setting - ⁠Lauren Hawker Zafer⁠ is joined by Dr. Moritz Müller Who is Dr. Moritz Müller? Dr. Moritz Müller currently focuses on delivering successful digital transformation projects to corporate clients in financial services, manufacturing, the public sectors for Squirro in APAC.With a PhD in Geophysics and extensive work experience in oil & gas exploration, as well as IT project implementation exposure, he has a strong technical background to support the use of emerging technologies in enterprise settings. What is Retrieval Augmented Generation (RAG)? Retrieval-augmented generation refers to a combination of two powerful natural language processing techniques: retrieval-based models and generative models. The approach is gaining significance and increasing attention for several reasons: Improved Content Generation: retrieval-augmented generation allows generative models to access and integrate information from a broader context. By retrieving relevant information from a database or the internet, generative models can produce more accurate, coherent, and contextually relevant content. Better Understanding and Contextualization: retrieval helps generative models understand the context and topic more comprehensively. It enables the model to draw upon a wide range of knowledge sources, which is particularly important when dealing with complex or specialized topics. Enhanced Abstraction and Creativity: by combining retrieval and generation, AI models can exhibit both the creativity of generative models and the grounded information retrieval capabilities. This leads to more creative content generation while maintaining accuracy. This episode will also be available as a video episode and can be accessed both as a video and audio file.  Join Dr. Moritz Müller and our host Lauren Hawker Zafer to discover what RAG is and how it can be used in an enterprise setting. #retrievalaugmentedgeneration #ai #techpodcast #llms #generativeai

31 Okt 202321min

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