Middle Leadership Programme (MLP)
The Middle Leadership Programme (MLP) is an online self-directed program supported by blended learning approaches. It focuses on Leading the Function behaviors in the NFCC Leadership Framework and consists of four modules covering different areas. It complements existing development programs and ali
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Understanding Multi-Layer Perceptrons in Neural Networks
In this lecture by Dr. Erwin Sitompul at President University, the focus is on Multi-Layer Perceptrons (MLP) in neural networks, discussing their architecture, design considerations, advantages, learning algorithms, and training process. MLPs with hidden layers and sigmoid activation functions enabl
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Understanding Technological Innovation & Sustainability Transitions through Multi-Level Perspective (MLP)
Delve into the history and development of technological innovation from a socio-technical perspective, exploring concepts like niches, regimes, and landscapes. Learn from early references and key researchers such as Kemp, Schot, and Geels about transition pathways, regime shifts, and sustainable dev
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Data Classification: K-Nearest Neighbor and Multilayer Perceptron Classifiers
This study explores the use of K-Nearest Neighbor (KNN) and Multilayer Perceptron (MLP) classifiers for data classification. The KNN algorithm estimates data point membership based on nearest neighbors, while MLP is a feedforward neural network with hidden layers. Parameter tuning and results analys
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