Data Mining with Weka
Learn data mining techniques using Weka software. Explore datasets, build classifiers, visualize data, and understand key concepts like cross-validation, overfitting, and ensemble learning.
More Data Mining with Weka
Explore advanced data mining techniques using Weka, covering discretization, document classification, decision trees, association rules, clustering, attribute selection, cost-sensitive learning, and neural networks.
Advanced Data Mining with Weka
Explore advanced data mining techniques using Weka, covering time series forecasting, incremental learning, integration with R and Python, and distributed processing for big data analysis.
Signals and Systems II
Comprehensive exploration of advanced signal processing concepts, including probability theory, random variables, stochastic processes, and spectral analysis for electrical engineering applications.
Thermodynamics - Prof. Dr. Deniz Üner
Explore thermodynamics principles, including entropy, power cycles, and equations of state. Learn about practical applications like compressors, steam engines, and refrigeration systems.
Computational Geometry
Explore fundamental concepts and advanced techniques in computational geometry through comprehensive lectures, covering various algorithms and applications in spatial data analysis.
Flight Mechanics
Comprehensive exploration of flight mechanics, covering system dynamics, reference frames, coordinate systems, and advanced topics in aerospace engineering.
Systems Thinking - Prof. Dr. Çağlar Güven
Explore systems thinking principles and applications through comprehensive lectures, enhancing problem-solving skills and holistic understanding of complex systems.
Magnetics in Power Electronics - Modeling Practical Transformers - Lecture 11
Explore practical transformer modeling, including 2-winding and many-winding systems, with circuit models and inductance matrices. Learn about the extended cantilever model for advanced magnetic analysis.
Magnetics in Power Electronics - Lecture 10
Explore magnetic circuit models and practical transformer characteristics, including leakage and magnetizing inductances in power electronics applications.
Three-Phase Systems and High-Order Rectifiers - Lecture 22
Explore three-phase diode bridge rectifiers and higher-order rectifiers, including transformer use for phase-shifted voltage sets in advanced power electronics applications.
Isolated DC/DC Converters - Flyback and Forward Converters - Lecture 13
Explore isolated DC-DC converters using transformers, focusing on flyback and forward converters. Learn principles and applications of these power electronics designs.
Bounded Rationality in Industrial Organization - Lecture 20
Explore bounded rationality and its impact on decision-making processes. Gain insights into how individuals make satisfactory choices rather than optimal ones in complex situations.
Strategies for Conceptual Change
Explore strategies to address misconceptions in physics education, focusing on identifying and correcting students' preconceived notions through guided inquiry and active learning techniques.
Fusing Physics and Video Game Technology to Build a Commercial Drilling Training Simulator
Explore the fusion of physics and gaming tech in building a commercial drilling simulator, offering immersive training for precision horizontal drilling in virtual environments.
Tensors
Explore tensors, spinners, contractions, direct products, and duality in this comprehensive physics lecture series.
Are the Laws of Physics Actually Fine-Tuned?
Explore the concept of fine-tuning in physics, examining the anthropic principle, multiverse theory, and the delicate balance of universal constants that allow life to exist.
Studying Active Galactic Nuclei through GRMHD and Radiation Transport Models
Explore active galactic nuclei through advanced modeling techniques, including GRMHD and radiation transport, to understand their complex physics and observational characteristics.
The Challenge of Orbital Debris
Explore the growing issue of space junk, its impact on spacecraft, and strategies for mitigation. Learn about orbital debris tracking, collision avoidance, and international space law.
Discrete Math
Explore fascinating mathematical concepts like knots, cyphers, and encryption through engaging topics such as magic squares, Pascal's triangle, and Eulerian paths.
Applications of Deep Neural Networks for TensorFlow and Keras
Comprehensive exploration of deep neural networks using TensorFlow and Keras, covering image processing, GANs, transfer learning, NLP, reinforcement learning, and practical applications.