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@@ -25,14 +25,15 @@ See the tutorials under the /tutorials/ directory or use the links below. #### Module 1: Introductory Programming Concepts - [Introduction to Programming](tutorials/module_1/intro_to_programming.md) -- [Installing Anaconda](tutorials/module_1/installing_anaconda.md) +- [Installing Anaconda](tutorials/module_1/installing_anaconda.md) - [Intro to Anaconda](tutorials/module_1/intro_to_anaconda.md) - [Getting started with Spyder](tutorials/module_1/spyder_getting_started.md) - [Jupyter Lab/NoteBook](tutorials/module_1/jupyter_lab_notebook.md) -- [Basics of python](tutorials/module_1/1_basics_of_python.md) [notebook](tutorials/module_1/basics_of_python.ipynb) -- [Arrays](tutorials/module_1/array.md) -- [Control Structures](tutorials/module_1/control_structures.md) -- [Classes/Objects](tutorials/module_1/classes_and_objects.md) +- [Basics of python](tutorials/module_1/basics_of_python.md) [notebook](tutorials/module_1/basics_of_python.ipynb) +- [Arrays](tutorials/module_1/array.md) - Basic data structure +- [Control Structures](tutorials/module_1/control_structures.md) - The Basis of Logic +- [Functions](tutorials/module_1/functions.md) - Machine Operations +- [POP and OOP](tutorials/module_1/classes_and_objects.md) - Modelling - Unlisted Tutorials: - [Excel to Python](tutorials/module_1/excel_to_python.md) - [Fundamentals of Computing](tutorials/module_1/fundamentals_of_programming.md) @@ -40,51 +41,48 @@ See the tutorials under the /tutorials/ directory or use the links below. - [Computational Expense](tutorials/module_1/computational_expense.md) #### Module 2: Algorithm Developments for ME -- [Numerical Methods](tutorials/module_2/non_linear_eqn_solver.md) -- [Version Control](tutorials/module_2/version_control.md) -- [Problem Solving Strategies](tutorials/module_2/problem_solving_strategies.md) -- [Code debugging](tutorials/module_2/debugging_code) -- [Code Documentation](tutorials/module_2/documentation) -- Code libraries & resources -- [AI assisted programming](tutorials/module_2/assisted_programming) -- Verification and Validation -- [Error](tutorials/module_2/error.md) +- [Numerical Methods](tutorials/module_2/non_linear_eqn_solver.md) - Using Python Libraries as a calculator +- [Version Control](tutorials/module_2/version_control.md) - +- [Problem Solving Strategies](tutorials/module_2/problem_solving_strategies.md) - +- [Code debugging](tutorials/module_2/debugging_code) - When things go wrong +- [Code Documentation](tutorials/module_2/documentation) - +- Code libraries & resources +- [AI assisted programming](tutorials/module_2/assisted_programming) - Productivity through AI +- Verification and Validation - Writing Robust Code +- [Error](tutorials/module_2/error.md) - Dealing with computer error #### Module 3: Applications of Computational Mathematics in ME -- Linear Equations - - [Linear Equations](1_linear_equations.md) - - Linear Algebra - - LU Decomposition -- Non-Linear Equations +- [Linear Equations](tutorials/module_3/1_0_linear_equations.md) + - [Linear Algebra](tutorials/module_3/1_1_Linear_Algebra.md) + - [Systems of Linear Equations](tutorials/module_3/1_2_Systems_of_Linear_Equations.md) + - [LU Decomposition](tutorials/module_3/1_3_LU_Decomposition.md) +- [Non-Linear Equations](tutorials/module_3/2_0_non-linear_equations.md) - Root fining methods - - Bracketing Methods - - Open Methods - - Systems of Non-linear equations + - [Bracketing Methods](tutorials/module_3/2_1_Bracketing_Method.md) + - [Open Methods](tutorials/module_3/2_2_Open_Methods.md) + - [Systems of Non-linear equations](tutorials/module_3/2_3_Systems_of_Non-linear_equations.md) - Systems of Non-linear equations II - Numerical differentiation and integration application - - Differentiation - - Integration - - ODE's - - Explicit Methods - - Implicit Methods - - Systems of ODE's - - PDE's + - [Differentiation](tutorials/module_3/3_1_numerical_differentiation.md) + - [Advanced Derivatives](tutorials/module_3/3_2_Advanced_Derivatives.md) + - [Integration](tutorials/module_3/3_3_numerical_integration.md) + - [More Integrals](tutorials/module_3/3_4_More_integral.md) + - [ODE's](tutorials/module_3/3_5_ode.md) + - [Explicit Methods](tutorials/module_3/3_6_Explicit_Methods.md) + - [Implicit Methods](tutorials/module_3/3_7_Implicit_Method.md) + - [Systems of ODE's](tutorials/module_3/3_8_Systems_of_ODEs.md) + - [PDE's](tutorials/module_3/3_pde.md) + - Lecture + - Lecture - - - - - -- [[numerical_differentiation]] -- [[numerical_integration]] -- [Ordinary Differential Equations](tutorials/module_3/ode) #### Module 4: Data Analysis of Processing -- [[importing_scientific_data]] -- [[data_processing]] -- [Linear Regression](tutorials/linear_regression.md) -- [Plotting](plotting.md) -- [[data_visualization]] +- [Introduction to Data Analysis](tutorials/module_4/4.1_Introduction_to_Data_and_Scientific_Datasets.md) +- [Interpreting Data](tutorials/module_4/4.2_Interpreting_Data.md) +- [Importing and Managing Data](tutorials/module_4/4.3_Importing_and_Managing_Data.md) +- [Statistical Analysis](tutorials/module_4/4.4_Statistical_Analysis.md) +- [Statistical Analysis II](tutorials/module_4/4.5_Statistical_Analysis_II.md) +- [Data Filtering and Signal Processing](tutorials/module_4/4.6_Data_Filtering_and_Signal_Processing.md) +- [Data Visualization and Presentation](tutorials/module_4/4.7_Data_Visualization_and_Presentation.md) + #### Module 5: Introduction to AI for Engineering Problems - [[supervised_vs_unsupervised_learning]] -- [[neural_networks]] - -Comprehensive book (.pdf) -> [Tutorials Book](book/computingME.pdf) +- [[neural_networks]]
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