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--- tanszek:oktatas:inftecheng [2025/02/15 14:20] – nasraldeen
+++ tanszek:oktatas:inftecheng [2025/02/16 11:50] (current) – nasraldeen
@@ Line 10: / Line 10: @@
+===== Topics and Schedule =====
+^ Lecture #     ^ Topic      ^
+| Lecture 1  | Numerical Calculations with NumPy: Introduction to arrays operations|
+| Lecture 2  | Numerical Calculations with NumPy: Solving linear equations-Introduction to matrix operations|
+| Lecture 3  | Numerical Calculations with NumPy: Eigenvalues and eigenvectors|
+| Lecture 4  | Numerical Calculations with NumPy: Numerical differentiation and integration|
+| Lecture 5  | Data Visualization for Engineering: Using Matplotlib and Seaborn for plotting|
+| Lecture 6  | Data Visualization for Engineering: Plotting 2D and 3D graphs relevant to engineering problems|
+| Lecture 7  | Data Visualization for Engineering: Real-time data visualization and customization for reports|
+| Lecture 8  | Data Analysis and Manipulation: Introduction to pandas for tabular data. Cleaning and processing experimental or simulation data|
+| Lecture 9  | Data Analysis and Manipulation: Descriptive statistics and basic data analysis|
+| Lecture 10 | Solving Engineering Problems with Python: Case studies: heat transfer, structural analysis, fluid mechanics, etc. Solving differential equations with SciPy. Engineering optimization problems|
+| Lecture 11 | Introduction to SymPy for symbolic mathematics: Simulating simple engineering systems (e.g., pendulum, electrical circuits). Introduction to OpenCV or similar tools for basic image analysis in engineering|
+| Lecture 12 | Excel Visual Basic for Applications (VBA) programming|
+  * [[Lectures_notes|Lecture_notes]]
+  * [[Exercises and Homeworks| Exercises and Homeworks]]
+  * [[Questions of Midterm Exam| Questions of Midterm Exam]]