Index of /notebooks

[ICO]NameLast modifiedSizeDescription
[PARENTDIR]Parent Directory  -  
[TXT]Appendix01-Getting-Started-with-Python-Windows.html2020-11-28 13:41 53K 
[TXT]Index.html2020-11-28 13:41 79K 
[TXT]chapter00.00-Preface.html2020-11-28 13:41 55K 
[TXT]chapter00.01-Acknowledgment.html2020-12-02 14:06 47K 
[TXT]chapter01.00-Python-Basics.html2020-11-28 13:41 44K 
[TXT]chapter01.01-Getting-Started-with-Python.html2020-11-28 13:41 51K 
[TXT]chapter01.02-Python-as-A-Calculator.html2020-11-28 13:41 63K 
[TXT]chapter01.03-Managing-Packages.html2020-11-28 13:41 48K 
[TXT]chapter01.04-Introduction-to-Jupyter-Notebook.html2020-11-28 13:41 48K 
[TXT]chapter01.05-Logial-Expressions-and-Operators.html2020-11-28 13:41 54K 
[TXT]chapter01.06-Summary-and-Problems.html2020-11-28 13:41 49K 
[TXT]chapter02.00-Variables-and-Basic-Data-Structures.html2020-11-28 13:41 44K 
[TXT]chapter02.01-Variables-and-Assignment.html2020-11-28 13:41 51K 
[TXT]chapter02.02-Data-Structure-Strings.html2020-11-28 13:41 62K 
[TXT]chapter02.03-Data-Structure-Lists.html2020-11-28 13:41 54K 
[TXT]chapter02.04-Data-Structure-Tuples.html2020-11-28 13:41 51K 
[TXT]chapter02.05-Data-Structure-Sets.html2020-11-28 13:41 48K 
[TXT]chapter02.06-Data-Structure-Dictionaries.html2020-11-28 13:41 50K 
[TXT]chapter02.07-Introducing_numpy_arrays.html2020-11-28 13:41 77K 
[TXT]chapter02.08-Summary-and-Problems.html2020-11-28 13:41 47K 
[TXT]chapter03.00-Functions.html2020-11-28 13:41 44K 
[TXT]chapter03.01-Function-Basics.html2020-11-28 13:41 75K 
[TXT]chapter03.02-Local-Variables-and-Global-Variables.html2020-11-28 13:41 58K 
[TXT]chapter03.03-Nested-Functions.html2020-11-28 13:41 53K 
[TXT]chapter03.04-Lambda-Functions.html2020-11-28 13:41 46K 
[TXT]chapter03.05-Functions-as-Arguments-to-Functions.html2020-11-28 13:41 47K 
[TXT]chapter03.06-Summary-and-Problems.html2020-11-28 13:41 66K 
[TXT]chapter04.00-Branching-Statements.html2020-11-28 13:41 43K 
[TXT]chapter04.01-If-Else-Statements.html2020-11-28 13:41 71K 
[TXT]chapter04.02-Summary-and-Problems.html2020-11-24 17:24 39K 
[TXT]chapter04.02-Ternary-Operators.html2020-11-28 13:41 44K 
[TXT]chapter04.03-Summary-and-Problems.html2020-11-28 13:41 67K 
[TXT]chapter05.00-Iteration.html2020-11-28 13:41 43K 
[TXT]chapter05.01-For-Loops.html2020-11-28 13:41 65K 
[TXT]chapter05.02-While-Loops.html2020-11-28 13:41 49K 
[TXT]chapter05.03-Comprehensions.html2020-11-28 13:41 50K 
[TXT]chapter05.04-Summary-and-Problems.html2020-11-28 13:41 62K 
[TXT]chapter06.00-Recursion.html2020-11-28 13:41 44K 
[TXT]chapter06.01-Recursive-Functions.html2020-12-02 14:06 64K 
[TXT]chapter06.02-Divide-and-Conquer.html2020-11-28 13:41 55K 
[TXT]chapter06.03-Summary-and-Problems.html2020-12-02 14:06 70K 
[TXT]chapter07.00-Object-Oriented-Programming.html2020-11-28 13:41 44K 
[TXT]chapter07.00-Objects-Oriented-Programming.html2020-11-24 17:24 15K 
[TXT]chapter07.01-Introduction-to-OOP.html2020-11-28 13:41 49K 
[TXT]chapter07.02-Class-and-Object.html2020-11-28 13:41 64K 
[TXT]chapter07.03-Inheritance-Encapsulation-and-Polymorphism.html2020-11-28 13:41 71K 
[TXT]chapter07.03-Inheritance.html2020-11-24 17:24 35K 
[TXT]chapter07.04-Summary-and-Problems.html2020-11-28 13:41 49K 
[TXT]chapter08.00-Complexity.html2020-11-28 13:41 43K 
[TXT]chapter08.01-Complexity-and-Big-O.html2020-11-28 13:41 54K 
[TXT]chapter08.02-Complexity-Matters.html2020-11-28 13:41 50K 
[TXT]chapter08.03-The-Profiler.html2020-11-28 13:41 58K 
[TXT]chapter08.04-Summary-and-Problems.html2020-11-28 13:41 48K 
[TXT]chapter09.00-Representation-of-Numbers.html2020-11-28 13:41 44K 
[TXT]chapter09.01-BaseN-and-Binary.html2020-11-28 13:41 46K 
[TXT]chapter09.02-Floating-Point-Numbers.html2020-11-28 13:41 58K 
[TXT]chapter09.03-Roundoff-Errors.html2020-11-28 13:41 52K 
[TXT]chapter09.04-Summary-and-Problems.html2020-11-28 13:41 56K 
[TXT]chapter10.00-Errors-Practices-Debugging.html2020-11-28 13:41 43K 
[TXT]chapter10.01-Error-Types.html2020-11-28 13:41 54K 
[TXT]chapter10.02-Avoid-Errors.html2020-11-28 13:41 53K 
[TXT]chapter10.03-Try-Except.html2020-11-28 13:41 54K 
[TXT]chapter10.04-Type-Checking.html2020-11-28 13:41 54K 
[TXT]chapter10.05-Debugging.html2020-11-28 13:41 57K 
[TXT]chapter10.06-Summary-and-Problems.html2020-11-28 13:41 43K 
[TXT]chapter11.00-Reading-and-Writing-Data.html2020-11-28 13:41 43K 
[TXT]chapter11.01-TXT-Files.html2020-11-28 13:41 56K 
[TXT]chapter11.02-CSV-Files.html2020-11-28 13:41 47K 
[TXT]chapter11.03-Pickle-Files.html2020-11-28 13:41 47K 
[TXT]chapter11.04-JSON-Files.html2020-11-28 13:41 49K 
[TXT]chapter11.05-HDF5-Files.html2020-11-28 13:41 57K 
[TXT]chapter11.06-Summary-and-Problems.html2020-11-28 13:41 43K 
[TXT]chapter12.00-Visualization-and-Plotting.html2020-11-28 13:41 43K 
[TXT]chapter12.01-2D-Plotting.html2020-11-28 13:41 80K 
[TXT]chapter12.02-3D-Plotting.html2020-11-28 13:41 538K 
[TXT]chapter12.03-Working-with-Maps.html2020-11-28 13:41 63K 
[TXT]chapter12.04-Animations-and-Movies.html2020-11-28 13:41 55K 
[TXT]chapter12.05-Summary-and-Problems.html2020-11-28 13:41 61K 
[TXT]chapter13.00-Parallel-Your-Python.html2020-11-28 13:41 44K 
[TXT]chapter13.01-Parallel-Computing-Basics.html2020-11-28 13:41 47K 
[TXT]chapter13.02-Multiprocessing.html2020-11-28 13:41 58K 
[TXT]chapter13.03-Use-joblib.html2020-11-28 13:41 48K 
[TXT]chapter13.04-Summary-and-Problems.html2020-11-28 13:41 45K 
[TXT]chapter14.00-Linear-Algebra-and-Systems-of-Linear-Equations.html2020-11-28 13:41 45K 
[TXT]chapter14.01-Basics-of-Linear-Algebra.html2020-11-28 13:41 94K 
[TXT]chapter14.02-Linear-Transformations.html2020-11-28 13:41 48K 
[TXT]chapter14.03-Systems-of-Linear-Equations.html2020-11-28 13:41 46K 
[TXT]chapter14.04-Solutions-to-Systems-of-Linear-Equations.html2020-12-02 14:06 83K 
[TXT]chapter14.05-Solve-Systems-of-Linear-Equations-in-Python.html2020-11-28 13:41 50K 
[TXT]chapter14.06-Matrix-Inversion.html2020-11-28 13:41 49K 
[TXT]chapter14.07-Summary-and-Problems.html2020-11-28 13:41 61K 
[TXT]chapter15.00-Eigenvalues-and-Eigenvectors.html2020-11-28 13:41 44K 
[TXT]chapter15.01-Eigenvalues-and-Eigenvectors-Problem-Statement.html2020-11-28 13:41 58K 
[TXT]chapter15.02-The-Power-Method.html2020-12-02 14:06 61K 
[TXT]chapter15.03-The-QR-Method.html2020-11-28 13:41 50K 
[TXT]chapter15.04-Eigenvalues-and-Eigenvectors-in-Python.html2020-11-28 13:41 46K 
[TXT]chapter15.05-Summary-and-Problems.html2020-11-28 13:41 45K 
[TXT]chapter16.00-Least-Squares-Regression.html2020-11-28 13:41 45K 
[TXT]chapter16.01-Least-Squares-Regression-Problem-Statement.html2020-11-28 13:41 45K 
[TXT]chapter16.02-Least-Squares-Regression-Derivation-Linear-Algebra.html2020-11-28 13:41 48K 
[TXT]chapter16.03-Least-Squares-Regression-Derivation-Multivariable-Calculus.html2020-11-28 13:41 46K 
[TXT]chapter16.04-Least-Squares-Regression-in-Python.html2020-11-28 13:41 58K 
[TXT]chapter16.05-Least-Square-Regression-for-Nonlinear-Functions.html2020-11-28 13:41 64K 
[TXT]chapter16.06-Summary-and-Problems.html2020-11-28 13:41 54K 
[TXT]chapter17.00-Interpolation.html2020-11-28 13:41 44K 
[TXT]chapter17.01-Interpolation-Problem-Statement.html2020-11-28 13:41 43K 
[TXT]chapter17.02-Linear-Interpolation.html2020-11-28 13:41 47K 
[TXT]chapter17.03-Cubic-Spline-Interpolation.html2020-11-28 13:41 60K 
[TXT]chapter17.04-Lagrange-Polynomial-Interpolation.html2020-11-28 13:41 57K 
[TXT]chapter17.05-Newtons-Polynomial-Interpolation.html2020-11-28 13:41 55K 
[TXT]chapter17.06-Summary-and-Problems.html2020-11-28 13:41 60K 
[TXT]chapter18.00-Series.html2020-11-28 13:41 44K 
[TXT]chapter18.01-Expressing-Functions-with-Taylor-Series.html2020-11-28 13:41 46K 
[TXT]chapter18.02-Approximations-with-Taylor-Series.html2020-11-28 13:41 58K 
[TXT]chapter18.03-Discussion-on-Errors.html2020-11-28 13:41 54K 
[TXT]chapter18.04-Summary-and-Problems.html2020-11-28 13:41 46K 
[TXT]chapter19.00-Root-Finding.html2020-11-28 13:41 44K 
[TXT]chapter19.01-Root-Finding-Problem-Statement.html2020-11-28 13:41 47K 
[TXT]chapter19.02-Tolerance.html2020-11-28 13:41 44K 
[TXT]chapter19.03-Bisection-Method.html2020-11-28 13:41 55K 
[TXT]chapter19.04-Newton-Raphson-Method.html2020-11-28 13:41 55K 
[TXT]chapter19.05-Root-Finding-in-Python.html2020-11-28 13:41 44K 
[TXT]chapter19.05-Summary-and-Problems.html2020-11-24 17:24 30K 
[TXT]chapter19.06-Summary-and-Problems.html2020-11-28 13:41 59K 
[TXT]chapter20.00-Numerical-Differentiation.html2020-11-28 13:41 44K 
[TXT]chapter20.01-Numerical-Differentiation-Problem-Statement.html2020-11-28 13:41 44K 
[TXT]chapter20.02-Finite-Difference-Approximating-Derivatives.html2020-11-28 13:41 67K 
[TXT]chapter20.03-Approximating-of-Higher-Order-Derivatives.html2020-11-28 13:41 43K 
[TXT]chapter20.04-Numerical-Differentiation-with-Noise.html2020-11-28 13:41 52K 
[TXT]chapter20.05-Summary-and-Problems.html2020-11-28 13:41 64K 
[TXT]chapter21.00-Numerical-Integration.html2020-11-28 13:41 44K 
[TXT]chapter21.01-Numerical-Integration-Problem-Statement.html2020-11-28 13:41 44K 
[TXT]chapter21.02-Riemanns-Integral.html2020-11-28 13:41 52K 
[TXT]chapter21.03-Trapezoid-Rule.html2020-11-28 13:41 50K 
[TXT]chapter21.04-Simpsons-Rule.html2020-11-28 13:41 53K 
[TXT]chapter21.05-Computing-Integrals-in-Python.html2020-11-28 13:41 52K 
[TXT]chapter21.06-Summary-and-Problems.html2020-11-28 13:41 61K 
[TXT]chapter22.00-ODE-Initial-Value-Problems.html2020-11-28 13:41 45K 
[TXT]chapter22.01-ODE-Initial-Value-Problem-Statement.html2020-11-28 13:41 50K 
[TXT]chapter22.02-Reduction-of-Order.html2020-11-28 13:41 47K 
[TXT]chapter22.03-The-Euler-Method.html2020-11-28 13:41 61K 
[TXT]chapter22.04-Numerical-Error-and-Instability.html2020-11-28 13:41 54K 
[TXT]chapter22.05-Predictor-Corrector-Methods.html2020-11-28 13:41 51K 
[TXT]chapter22.06-Python-ODE-Solvers.html2020-11-28 13:41 62K 
[TXT]chapter22.07-Advanced-Topics.html2020-11-28 13:41 47K 
[TXT]chapter22.08-Summary-and-Problems.html2020-11-28 13:41 84K 
[TXT]chapter23.00-ODE-Boundary-Value-Problems.html2020-11-28 13:41 44K 
[TXT]chapter23.01-ODE-Boundary-Value-Problem-Statement.html2020-11-28 13:41 48K 
[TXT]chapter23.02-The-Shooting-Method.html2020-11-28 13:41 61K 
[TXT]chapter23.03-Finite-Difference-Method.html2020-11-28 13:41 64K 
[TXT]chapter23.04-Numerical-Error-and-Instability.html2020-11-28 13:41 43K 
[TXT]chapter23.05-Python-ODE-Solvers.html2020-11-28 13:41 73K 
[TXT]chapter23.05-Summary-and-Problems.html2020-11-28 08:04 48K 
[TXT]chapter23.06-Python-ODE-Solvers.html2020-11-28 08:04 70K 
[TXT]chapter23.06-Summary-and-Problems.html2020-11-28 13:41 50K 
[TXT]chapter24-Solution.html2020-11-24 17:24 22K 
[TXT]chapter24.00-Fourier-Transforms.html2020-11-28 13:41 44K 
[TXT]chapter24.01-The-Basics-of-waves.html2020-11-28 13:41 61K 
[TXT]chapter24.02-Discrete-Fourier-Transform.html2020-11-28 13:41 66K 
[TXT]chapter24.03-Fast-Fourier-Transform.html2020-11-28 13:41 61K 
[TXT]chapter24.04-FFT-in-Python.html2020-11-28 13:41 80K 
[TXT]chapter24.05-Summary-and-Problems.html2020-11-28 13:41 50K 
[TXT]chapter25.00-Introduction-to-Data-Driven-Approach.html2020-11-24 17:24 17K 
[TXT]chapter25.00-Introduction-to-Machine-Learning.html2020-11-28 13:41 44K 
[TXT]chapter25.01-Concept-of-Machine-Learning.html2020-11-28 13:41 50K 
[TXT]chapter25.02-Classification.html2020-11-28 13:41 70K 
[TXT]chapter25.03-Regression.html2020-11-28 13:41 55K 
[TXT]chapter25.04-Clustering.html2020-11-28 13:41 60K 
[TXT]chapter25.05-Summary-and-Problems.html2020-11-28 13:41 43K