Who Wins Purview vs Rogue AI in Data Control
Author(s): Mirko Peters Originally published on Towards AI. Who Wins Purview vs Rogue AI in Data Control In today’s digital world, controlling data is very important. It helps protect sensitive information. A huge amount of data is created every day — about …
The Rise of Diffusion LLMs
Author(s): Mirko Peters Originally published on Towards AI. Diffusion models represent a game-changing approach to language modeling, offering remarkable speed and unique capabilities compared to traditional architectures. Their capacity for multimodal applications could redefine how we interact with AI. This member-only story …
Mastering Principal Component Analysis (PCA) for Effective Data Science
Author(s): Mirko Peters Originally published on Towards AI. This blog post explores Principal Component Analysis (PCA), its importance in data science, and how it transforms complex, high-dimensional data into meaningful insights. Through real-world examples and practical steps, readers will learn how to …
Quantum AI Computing
Author(s): Mirko Peters Originally published on Towards AI. Explore the fascinating world of quantum computing, its groundbreaking technology, and how it stands to revolutionize our understanding of reality. We’ll delve into its core concepts like cubits, superposition, and entanglement, presenting easy-to-understand analogies …
The Steepest Ascent Hill Climbing Algorithm Unraveled
Author(s): Mirko Peters Originally published on Towards AI. The steepest ascent hill climbing algorithm is a potent tool for optimization, yet it faces challenges such as local maxima, evaluation function dependency, and plateaus. By overcoming these hurdles through clever adaptations and real-world …
How AI is Transforming Evaluation Practices
Author(s): Mirko Peters Originally published on Towards AI. This post explores the transformative effects of advanced data integration and AI technologies in evaluation processes within the public sector, emphasizing the potential, challenges, and future implications of these innovations. This member-only story is …
Demystifying Restricted Boltzmann Machines (RBBs)
Author(s): Mirko Peters Originally published on Towards AI. Restricted Boltzmann Machines are essential tools in machine learning, enabling advanced data analysis through their unique structure and efficient learning techniques. Understanding RBMs can significantly enhance your data science skills and applications. This member-only …
Key Performance Indicators (KPIs) in Machine Learning
Author(s): Mirko Peters Originally published on Towards AI. Key Performance Indicators (KPIs) in Machine Learning Source: Mirko Peters with Napkin — KPIs in Machine Learning Understanding KPIs: Definition and Importance In the dynamic world of machine learning, Key Performance Indicators (KPIs) are …
Harnessing the Power of Generative AI
Author(s): Mirko Peters Originally published on Towards AI. Generative AI offers unprecedented opportunities for businesses, but implementation challenges like governance, integration, and talent acquisition persist. Success lies in strategic planning and informed decision-making. This member-only story is on us. Upgrade to access …
A Deep Dive Into Neural Networks and Interpretability
Author(s): Mirko Peters Originally published on Towards AI. This post explores how AI models operate, focusing on convolutional neural networks, the challenge of interpretability, and the implications for our future. Uncover the secrets behind how machines learn and the necessity of comprehending …
Navigating the AI Landscape
Author(s): Mirko Peters Originally published on Towards AI. Explore innovative strategies for leveraging AI in your business, understand the complexities of AI perception, and discover actionable insights to foster a data-driven culture. Join me on this journey through my personal anecdotes and …
Decoding Hopfield Networks
Author(s): Mirko Peters Originally published on Towards AI. Hopfield networks are foundational in machine learning, offering powerful pattern recognition capabilities. They remind us of both the potential and limitations of AI technology. Your journey into this world encourages further exploration and connection …
Harnessing AI for Social Good: Navigating Challenges and Opportunities
Author(s): Mirko Peters Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source: Mirko Peters — When I first encountered AI as a buzzword, I associated it with the latest gadgets and tech apps …
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