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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

8 giorni fa1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

LIPS Framework for organisational success.

Pagina principale della serie•Feed

This is a series dedicated to unlocking the power of Leadership, Ideas, People and Strategy in Organisations.
Podcast Series: Mastering LIPS – Leadership, Ideas, People, and Strategy

Episode 1: Introduction to the LIPS Framework

Overview of the LIPS framework: Leadership, Ideas, People, and Strategy.
Importance of integrating these elements for organisational success.
Brief introduction to what each component entails and its impact on the organization.

Episode 2: The Role of Leadership in the LIPS Framework

Understanding effective leadership and its impact on the organization.
How leaders set the vision and inspire action.
Examples of successful leadership driving organizational success.

Episode 3: Cultivating and Managing Innovative Ideas

The significance of fostering creativity and innovation within the team.
Techniques for encouraging idea generation and managing innovation.
Case studies of organizations that have excelled in leveraging creative ideas.

Episode 4: Building and Nurturing a High-Performing Team

Strategies for attracting and retaining top talent.
Creating a culture of collaboration and trust.
How effective team dynamics contribute to successful strategy execution.

Episode 5: Aligning Ideas with Strategic Objectives

Methods for evaluating and integrating innovative ideas with business strategy.
Tools and frameworks for aligning creativity with strategic goals.
Real-world examples of successful alignment.

Episode 6: The Interplay Between Leadership and Strategy

How leadership influences strategic planning and decision-making.
Techniques for leaders to ensure their strategy aligns with the organization's vision.
Case studies showcasing successful leadership-driven strategies.

Episode 7: Implementing and Executing Strategy

Best practices for translating strategy into actionable plans.
The role of leadership in driving strategy execution.
Tools and methods for effective strategy implementation.

Episode 8: Measuring and Adjusting Strategy

Metrics and KPIs for evaluating the success of strategic initiatives.
How to adjust strategy based on performance data and market changes.
Examples of organizations that have successfully adapted their strategies.

Episode 9: Overcoming Challenges and Barriers

Common challenges in integrating leadership, ideas, people, and strategy.
Strategies for overcoming these obstacles and maintaining alignment.
Insights from leaders who have navigated significant challenges.

Episode 10: Future Trends and Evolving the LIPS Framework

Emerging trends in leadership, innovation, team dynamics, and strategy.
How to stay ahead and evolve the LIPS framework for future success.

Final thoughts and practical advice for applying the LIPS framework in any organization
Episode 11: Pulling it all together

16 episodi

#Podcasting Education #Peter Sinodinos

LIPS Framework for organisational success.

updated circa un anno fa

Pagina principale della serie•Feed

This is a series dedicated to unlocking the power of Leadership, Ideas, People and Strategy in Organisations.
Podcast Series: Mastering LIPS – Leadership, Ideas, People, and Strategy

Episode 1: Introduction to the LIPS Framework

Overview of the LIPS framework: Leadership, Ideas, People, and Strategy.
Importance of integrating these elements for organisational success.
Brief introduction to what each component entails and its impact on the organization.

Episode 2: The Role of Leadership in the LIPS Framework

Understanding effective leadership and its impact on the organization.
How leaders set the vision and inspire action.
Examples of successful leadership driving organizational success.

Episode 3: Cultivating and Managing Innovative Ideas

The significance of fostering creativity and innovation within the team.
Techniques for encouraging idea generation and managing innovation.
Case studies of organizations that have excelled in leveraging creative ideas.

Episode 4: Building and Nurturing a High-Performing Team

Strategies for attracting and retaining top talent.
Creating a culture of collaboration and trust.
How effective team dynamics contribute to successful strategy execution.

Episode 5: Aligning Ideas with Strategic Objectives

Methods for evaluating and integrating innovative ideas with business strategy.
Tools and frameworks for aligning creativity with strategic goals.
Real-world examples of successful alignment.

Episode 6: The Interplay Between Leadership and Strategy

How leadership influences strategic planning and decision-making.
Techniques for leaders to ensure their strategy aligns with the organization's vision.
Case studies showcasing successful leadership-driven strategies.

Episode 7: Implementing and Executing Strategy

Best practices for translating strategy into actionable plans.
The role of leadership in driving strategy execution.
Tools and methods for effective strategy implementation.

Episode 8: Measuring and Adjusting Strategy

Metrics and KPIs for evaluating the success of strategic initiatives.
How to adjust strategy based on performance data and market changes.
Examples of organizations that have successfully adapted their strategies.

Episode 9: Overcoming Challenges and Barriers

Common challenges in integrating leadership, ideas, people, and strategy.
Strategies for overcoming these obstacles and maintaining alignment.
Insights from leaders who have navigated significant challenges.

Episode 10: Future Trends and Evolving the LIPS Framework

Emerging trends in leadership, innovation, team dynamics, and strategy.
How to stay ahead and evolve the LIPS framework for future success.

Final thoughts and practical advice for applying the LIPS framework in any organization
Episode 11: Pulling it all together

16 episodi

#Podcasting Education #Peter Sinodinos

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Sino and Simon FLARES Coaching Model 10 - Series Wrap Up 26:19

15 weeks fa26:19

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26:19

The FLARES Coaching Model podcast explores a practical, six-part framework designed to enhance coaching and leadership effectiveness. Each episode delves into a key component of the FLARES model: Feedback , Listening , Asking Questions , Rapport , Exploring Needs , and Support . Listeners will learn how to use these principles to build stronger connections, foster open communication, and drive growth in their teams. With real-world examples and actionable tips, this podcast is perfect for leaders, coaches, and anyone looking to sharpen their interpersonal skills. thanks for listening…

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