Understanding Natural and Social Sciences

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Related lectures (36)

Limits of Growth: Circular Economy and Sustainable Development Log in to Mediaspace to watch this video

Covers the limits of growth, technology's role in sustainability, and the circular economy's impact on climate protection.

Environmental Economics: Course Overview and Key Concepts Log in to Mediaspace to watch this video

Provides an overview of environmental economics, covering course structure, key concepts, and the relationship between economic activity and environmental issues.

Innovation Economics: Challenges and Opportunities Log in to Mediaspace to watch this video

Introduces the course on innovation economics, addressing its challenges and the need for redirection towards societal goals.

Decision Trees: Classification Log in to Mediaspace to watch this video

Explores decision trees for classification, entropy, information gain, one-hot encoding, hyperparameter optimization, and random forests.

Sustainable Development: Social Progress and Collective Action Log in to Mediaspace to watch this video

Examines sustainable development, emphasizing the interplay between individual and collective actions in achieving social progress.

Decoupling: Green Growth and Environmental Kuznets Curve Log in to Mediaspace to watch this video

Delves into decoupling economic growth from environmental harm, examining 'green growth' and the Environmental Kuznets Curve.

Decoupling: Economic Growth and Planetary Boundaries Log in to Mediaspace to watch this video

Explores decoupling economic growth from resource use to stay within planetary boundaries.

Introduction to Quantum Chaos Log in to Mediaspace to watch this video

Covers the introduction to Quantum Chaos, classical chaos, sensitivity to initial conditions, ergodicity, and Lyapunov exponents.

Logistic Regression: Probabilistic Interpretation Log in to Mediaspace to watch this video

Covers logistic regression's probabilistic interpretation, multinomial regression, KNN, hyperparameters, and curse of dimensionality.

GDP: Definition Log in to Mediaspace to watch this video

Covers the concept of GDP, its calculation, economic circuits, and added value.

Sustainable Development: Limits to Growth and Human Well-Being Log in to Mediaspace to watch this video

Addresses sustainable development, focusing on limits to growth and their impact on human well-being.

Untitled Log in to Mediaspace to watch this video

Friction Forces Log in to Mediaspace to watch this video

Explores friction forces, Newton's laws applications, and momentum calculation on various surfaces.

Change of Variables Theorem in the Plane Log in to Mediaspace to watch this video

Explores the change of variables theorem in the plane, emphasizing boundedness and continuity of functions.

Kernel Methods: Understanding Overfitting and Model Selection Log in to Mediaspace to watch this video

Discusses kernel methods, focusing on overfitting, model selection, and kernel functions in machine learning.

Introduction to MATLAB and GNU Octave Log in to Mediaspace to watch this video

Introduces MATLAB and GNU Octave, covering basic concepts, workspace, data types, matrices, installation, and practical usage.

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