Collaborative Computer Science & coding lessons with creativity

The Tutor and Student explored supervised learning classification models, focusing on Logistic Regression. They discussed various classification algorithms, their applications, and implemented Logistic Regression using a heart disease dataset, including data cleaning, model evaluation via confusion matrices and classification reports, and interpretation of feature importance using SHAP values. The next session will be scheduled after the Student's interview.

The Student and Tutor focused on the Maximum Power Transfer Theorem in electrical circuits. They reviewed its principles, derived the formula for maximum power transfer, and practiced solving problems involving various resistor networks to find the optimal load resistance and maximum power delivered. The next session will cover RLC circuits and related concepts like resonance.

The student and tutor reviewed and practiced applying Thevenin's theorem to solve complex electrical circuits. They worked through multiple examples involving different circuit configurations, including those with multiple voltage sources, current sources, and various resistor combinations, and briefly touched upon converting between Thevenin and Norton equivalents. The tutor plans to send more practice questions to the student.

The Tutor and Student reviewed Thevenin's and Norton's theorems, practicing the conversion between the two equivalent circuits. They worked through example problems, focusing on calculating equivalent resistance, Thevenin voltage (V_TH), and understanding voltage division in different circuit configurations. The session aimed to solidify the student's understanding of these network reduction techniques.

The class covered Thevenin's and Norton's theorems for simplifying electrical circuits. The student practiced applying these theorems to calculate equivalent voltage/current sources and resistances in given circuits, with further concepts like AC circuit analysis and phasors mentioned for future sessions.

The session covered mesh analysis, including super mesh analysis for circuits with current sources bridging loops. The tutor and student also reviewed the superposition theorem, practicing its application to calculate currents and voltages by considering each source independently and then summing the results. The student was assigned practice problems for both mesh and superposition theorems.