Coursera High Performance Scientific Computing by Dr Randall J LeVeque

1. 01_High_Performance_Scientific_Computing_Course_Overview/01_Couse_Preview.mp42MB
2. 02_Week_1_-_Introduction_to_the_Course__Lecture_1/01_W1-L1.1_-_Course_overview.mp49.37MB
3. 02_Week_1_-_Introduction_to_the_Course__Lecture_1/02_W1-L1.2-_Course_focus_and_topics.mp413.48MB
4. 02_Week_1_-_Introduction_to_the_Course__Lecture_1/03_W1-L1.3-_Course_strategy.mp48.58MB
5. 02_Week_1_-_Introduction_to_the_Course__Lecture_1/04_W1-L1.4_-_Prerequisites.mp49.14MB
6. 02_Week_1_-_Introduction_to_the_Course__Lecture_1/05_W1-L1.5_-_Getting_started_demo.mp419.71MB
7. 02_Week_1_-_Introduction_to_the_Course__Lecture_1/06_W1-L1.6_-_Steady_state_heat_conduction.mp414.54MB
8. 03_Week_1_-_Lecture_2-_Binary_storage_and_version_control/01_W1-L2.1_-_The_shell.mp46.15MB
9. 03_Week_1_-_Lecture_2-_Binary_storage_and_version_control/02_W1-L2.2_-_Storing_large_arrays.mp410.82MB
10. 03_Week_1_-_Lecture_2-_Binary_storage_and_version_control/03_W1-L2.3_-_Binary_representation_of_integers.mp48.36MB
11. 03_Week_1_-_Lecture_2-_Binary_storage_and_version_control/04_W1-L2.4_-_Fixed_and_floating_point_real_numbers.mp415.84MB
12. 03_Week_1_-_Lecture_2-_Binary_storage_and_version_control/05_W1-L2.5_-_Version_control.mp421.21MB
13. 03_Week_1_-_Lecture_2-_Binary_storage_and_version_control/06_W1-L2.6_-_Bitbucket.mp48.58MB
14. 03_Week_1_-_Lecture_2-_Binary_storage_and_version_control/07_W1-L2.7_-_Github_and_gitk.mp412.28MB
15. 04_Week_1_-_Lecture_3-_Demo_of_Python_and_git/01_W1-L3.1_-_Intro_and_sqrt_function.mp411.95MB
16. 04_Week_1_-_Lecture_3-_Demo_of_Python_and_git/02_W1-L3.2_-_Newtons_method.mp45.56MB
17. 04_Week_1_-_Lecture_3-_Demo_of_Python_and_git/03_W1-L3.3_-_Demo_of_Ipython_and_git_init.mp412.27MB
18. 04_Week_1_-_Lecture_3-_Demo_of_Python_and_git/04_W1-L3.4_-_Developing_script.mp413.94MB
19. 04_Week_1_-_Lecture_3-_Demo_of_Python_and_git/05_W1-L3.5_-_Converting_to_a_module-function.mp417.56MB
20. 04_Week_1_-_Lecture_3-_Demo_of_Python_and_git/06_W1-L3.6_-_Git_checkout.mp45.61MB
21. 04_Week_1_-_Lecture_3-_Demo_of_Python_and_git/07_W1-L3.7_-_Adding_docstrings.mp46.85MB
22. 05_Week_2_-_Lecture_4-_Continued_demo_of_Python_and_git/01_W2-L4.1_-_Installing_new_software_on_VM.mp48.1MB
23. 05_Week_2_-_Lecture_4-_Continued_demo_of_Python_and_git/02_W2-L4.2_-_Review-_Computing_square_roots.mp413.32MB
24. 05_Week_2_-_Lecture_4-_Continued_demo_of_Python_and_git/03_W2-L4.3_-_Adding_debug_flags.mp412.31MB
25. 05_Week_2_-_Lecture_4-_Continued_demo_of_Python_and_git/04_W2-L4.4_-_Changes_for_nonpositive_arguments.mp424.55MB
26. 05_Week_2_-_Lecture_4-_Continued_demo_of_Python_and_git/05_W2-L4.5_-_Adding_Test_Functions.mp413.66MB
27. 05_Week_2_-_Lecture_4-_Continued_demo_of_Python_and_git/06_W2-L4.6_-_Nose_Tests.mp44.86MB
28. 06_Week_2_-_Lecture_5-_Python_language_features/01_W2-L5.1_-_Python_concepts.mp44.9MB
29. 06_Week_2_-_Lecture_5-_Python_language_features/02_W2-L5.2_-_Objects_and_Methods.mp411.52MB
30. 06_Week_2_-_Lecture_5-_Python_language_features/03_W2-L5.3_-_Lists_and_Tuples.mp45.25MB
31. 06_Week_2_-_Lecture_5-_Python_language_features/04_W2-L5.4_-_Working_with_Modules.mp48.25MB
32. 06_Week_2_-_Lecture_5-_Python_language_features/05_W2-L5.5_-_Graphics_and_Visualization.mp418.78MB
33. 06_Week_2_-_Lecture_5-_Python_language_features/06_W2-L5.6_-_Working_with_iPython_Notebook.mp428.62MB
34. 07_Week_2_-_Lecture_6-_NumPy_and_timing_Python_code/01_W2-L6.1_-_NumPy_array_class_for_vectors_and_matrices.mp413.47MB
35. 07_Week_2_-_Lecture_6-_NumPy_and_timing_Python_code/02_W2-L6.2_-_NumPy_matrix_class.mp46.36MB
36. 07_Week_2_-_Lecture_6-_NumPy_and_timing_Python_code/03_W2-L6.3_-_Rank_of_an_array.mp43.93MB
37. 07_Week_2_-_Lecture_6-_NumPy_and_timing_Python_code/04_W2-L6.4_-_Linear_algebra_with_NumPy.mp45.21MB
38. 07_Week_2_-_Lecture_6-_NumPy_and_timing_Python_code/05_W2-L6.5_-_Numerical_integration_with_NumPy.mp44.63MB
39. 07_Week_2_-_Lecture_6-_NumPy_and_timing_Python_code/06_W2-L6.6_-_Lambda_functions.mp42.67MB
40. 07_Week_2_-_Lecture_6-_NumPy_and_timing_Python_code/07_W2-L6.7_-_Main_Program_in_Python_module.mp412.53MB
41. 07_Week_2_-_Lecture_6-_NumPy_and_timing_Python_code/08_W2-L6.8_-_Timing_execution_of_Python_codes.mp420.68MB
42. 08_Week_2_-_Cloud_Computing_Amazon_Web_Service_Supplemental_Information/01_W2-Supliment_1_-_Cloud_Computing_-_Amazon_Web_Services.mp48.95MB
43. 08_Week_2_-_Cloud_Computing_Amazon_Web_Service_Supplemental_Information/02_W2-Supliment_2_-_Amazon_Machine_Images_-_AMIs.mp410.86MB
44. 08_Week_2_-_Cloud_Computing_Amazon_Web_Service_Supplemental_Information/03_W2-Supliment_3_-_Accessing_AMI_Instance_in_Terminal.mp49.46MB
45. 08_Week_2_-_Cloud_Computing_Amazon_Web_Service_Supplemental_Information/04_W2-Supliment_4_-_Using_iPython_in_AMI_Instance.mp47.8MB
46. 08_Week_2_-_Cloud_Computing_Amazon_Web_Service_Supplemental_Information/05_W2-Supliment_5_-_Making_Instance_Files_Viewable_on_the_Web.mp46.3MB
47. 08_Week_2_-_Cloud_Computing_Amazon_Web_Service_Supplemental_Information/06_W2-Supliment_6_-_Terminating_the_Instance.mp43.04MB
48. 09_Week_3_-_Lecture_7-_Python_debugging_and_Fortran_intro/01_W3-L7.1_-_Debugging_in_Python-_Using_print_statements.mp49.15MB
49. 09_Week_3_-_Lecture_7-_Python_debugging_and_Fortran_intro/02_W3-L7.2_-_Debugging_in_Python-_Using_quotpdbquot_tool.mp410.58MB
50. 09_Week_3_-_Lecture_7-_Python_debugging_and_Fortran_intro/03_W3-L7.3_-_Compiled_vs._Interpreted_language.mp47.15MB
51. 09_Week_3_-_Lecture_7-_Python_debugging_and_Fortran_intro/04_W3-L7.4_-_Fortran-_brief_history_and_versions.mp415.3MB
52. 09_Week_3_-_Lecture_7-_Python_debugging_and_Fortran_intro/05_W3-L7.5_-_Compiling_and_running_Fortran_Fortran_data_types.mp418.1MB
53. 09_Week_3_-_Lecture_7-_Python_debugging_and_Fortran_intro/06_W3-L7.6_-_Fortran_arrays_and_loops.mp410.73MB
54. 10_Week_3_-_Lecture_8-_Fortran_subroutines_functions_and_arrays/01_W3-L8.1_-_Fortran_functions_and_subroutines.mp412.9MB
55. 10_Week_3_-_Lecture_8-_Fortran_subroutines_functions_and_arrays/02_W3-L8.2_-_Fortran_Array_operations_and_storage.mp419.59MB
56. 10_Week_3_-_Lecture_8-_Fortran_subroutines_functions_and_arrays/03_W3-L8.3_-_Aside-_quotnp.reshapequot_and_quotnp.flattenquot_methods.mp46.28MB
57. 10_Week_3_-_Lecture_8-_Fortran_subroutines_functions_and_arrays/04_W3-L8.4_-_Fortran_Array_Memory_management.mp45.65MB
58. 10_Week_3_-_Lecture_8-_Fortran_subroutines_functions_and_arrays/05_W3-L8.5_-_Examples-_Passing_arrays_to_subroutines.mp49.56MB
59. 10_Week_3_-_Lecture_8-_Fortran_subroutines_functions_and_arrays/06_W3-L8.6_-_quotSegmentation_Faultsquot_debugging_in_Fortran.mp413.08MB
60. 11_Week_3_-_Lecture_9-_Multi-file_codes_and_Makefiles/01_W3-L9.1_-_Working_with_multi-file_Fortran_code.mp411.05MB
61. 11_Week_3_-_Lecture_9-_Multi-file_codes_and_Makefiles/02_W3-L9.2_-_Dependency_checking_with_Makefiles.mp414.44MB
62. 11_Week_3_-_Lecture_9-_Multi-file_codes_and_Makefiles/03_W3-L9.3_-_Makefiles-_Using_Implicit_Rules_and_variables.mp414.69MB
63. 11_Week_3_-_Lecture_9-_Multi-file_codes_and_Makefiles/04_W3-L9.4_-_quotmake_cleanquot_target.mp48.28MB
64. 11_Week_3_-_Lecture_9-_Multi-file_codes_and_Makefiles/05_W3-L9.5_-_Getting_fancier-_other_example_targets.mp413.62MB
65. 12_Week_4_-_Lecture_10-_Fortran_modules_and_Newtons_method/01_W4-L10.1_-_Working_with_Fortran_Modules.mp427.64MB
66. 12_Week_4_-_Lecture_10-_Fortran_modules_and_Newtons_method/02_W4-L10.2_-_Example-_Using_a_Module_vs._a_Subroutine.mp45.83MB
67. 12_Week_4_-_Lecture_10-_Fortran_modules_and_Newtons_method/03_W4-L10.3_-_Review_of_Newtons_method.mp43.75MB
68. 12_Week_4_-_Lecture_10-_Fortran_modules_and_Newtons_method/04_W4-L10.4_-_A_Fortran_Module_for_Newtons_method.mp430.53MB
69. 12_Week_4_-_Lecture_10-_Fortran_modules_and_Newtons_method/05_W4-L10.5_-_Using_the_Newtons_method_module.mp47.7MB
70. 13_Week_4_-_Lecture_11-_Computer_architecture_and_memory_optimization/01_W4-L11.1_-_Measuring_computing_performance.mp415.49MB
71. 13_Week_4_-_Lecture_11-_Computer_architecture_and_memory_optimization/02_W4-L11.2_-_Memory_hiearchy.mp410.47MB
72. 13_Week_4_-_Lecture_11-_Computer_architecture_and_memory_optimization/03_W4-L11.3_-_Reducing_Memory_Latency-_Temporal_and_Spatial_Locality.mp417.42MB
73. 13_Week_4_-_Lecture_11-_Computer_architecture_and_memory_optimization/04_W4-L11.4_-_Examples-_Efficiently_working_with_mutlidimensional_arrays_in_Fortran_and_Python.mp415.02MB
74. 13_Week_4_-_Lecture_11-_Computer_architecture_and_memory_optimization/05_W4-L11.5_-_More_about_memory_cache-_working_with_matrices_with_sizes_as_higher_powers_of_2.mp411.96MB
75. 13_Week_4_-_Lecture_11-_Computer_architecture_and_memory_optimization/06_W4-L11.6_-_Summary-_Basic_considerations_for_optimizing_code.mp46.28MB
76. 14_Week_4_-_Lecture_12/01_W4-L12.1_-_Computer_arithmetic_with_floating_point_numbers.mp421.89MB
77. 14_Week_4_-_Lecture_12/02_W4-L12.2_-_Sample_compiler_optimization_flags.mp410.32MB
78. 14_Week_4_-_Lecture_12/03_W4-L12.3_-_Manual_code_optimization_examples.mp412.76MB
79. 14_Week_4_-_Lecture_12/04_W4-L12.4_-_CPU_time_vs._throughput.mp46.43MB
80. 14_Week_4_-_Lecture_12/05_W4-L12.5_-_Parallel_computing-_Basic_concepts.mp49.47MB
81. 14_Week_4_-_Lecture_12/06_W4-L12.6_-_Multi-thread_computing_with_shared_memory.mp46.56MB
82. 14_Week_4_-_Lecture_12/07_W4-L12.7_-_Multi-process_computing_with_distributed_memory.mp44.95MB
83. 15_Week_5_-_Lecture_13/01_W5-L13.1_-_Amdahls_law.mp414.7MB
84. 15_Week_5_-_Lecture_13/02_W5-L13.2_-_Algorithm_Scaling-_Strong_and_Weak_scaling.mp421.58MB
85. 15_Week_5_-_Lecture_13/03_W5-L13.3_-_OpenMP_basic_ideas.mp412.32MB
86. 15_Week_5_-_Lecture_13/04_W5-L13.4_-_OpenMP_directives.mp415.01MB
87. 15_Week_5_-_Lecture_13/05_W5-L13.5_-_Example_OpenMP_test_code.mp414.94MB
88. 16_Week_5_-_Lecture_14/01_W5-L14.1_-_Continued-_Example_OpenMP_test_code.mp410.58MB
89. 16_Week_5_-_Lecture_14/02_W5-L14.2_-_OpenMP_parallel_do_loops.mp47.59MB
90. 16_Week_5_-_Lecture_14/03_W5-L14.3_-_Aside-_Memory_Stack_considerations_with_OpenMP.mp46.27MB
91. 16_Week_5_-_Lecture_14/04_W5-L14.4_-_OpenMP_do_loops-_using_private_clauses_changing_defaults.mp415.5MB
92. 16_Week_5_-_Lecture_14/05_W5-L14.5_-_OpenMP_do_loops-_synchronization_and_conditional_clauses.mp45.23MB
93. 16_Week_5_-_Lecture_14/06_W5-L14.6_-_OpenMP_nested_loops.mp410.19MB
94. 16_Week_5_-_Lecture_14/07_W5-L14.7_-_OpenMP_reduction_clause.mp411.21MB
95. 17_Week_5_-_Lecture_15/01_W5-L15.1_-_Timing_Unix_commands_and_Fortran_code.mp45.83MB
96. 17_Week_5_-_Lecture_15/02_W5-L15.2_-_Example-_Timing_Fortran_code_for_matrix-matrix_multiplication.mp49.66MB
97. 17_Week_5_-_Lecture_15/03_W5-L15.3_-_Example-_Timing_Fortran_OpenMP_code_for_matrixmatrix_multiplication.mp43.34MB
98. 18_Week_6_-_Lecture_16/01_W6-L16.1_-_Parallelizing_loops_with_data_dependencies_using_OpenMP.mp416.35MB
99. 18_Week_6_-_Lecture_16/02_W6-L16.2_-_Thread-safe_and_Non-Thread-safe_functions.mp413.53MB
100. 18_Week_6_-_Lecture_16/03_W6-L16.3_-_Pure_subroutines_and_functions.mp48.05MB
101. 18_Week_6_-_Lecture_16/04_W6-L16.4_-_Beyond_parallel_loops-_other_useful_OpenMP_directives.mp420.85MB
102. 18_Week_6_-_Lecture_16/05_W6-L16.5_-_Example-_Fortran_code_with_these_OpenMP_directives.mp45.61MB
103. 19_Week_6_-_Lecture_17/01_W6-L17.1_-_Using_Wakari_for_the_IPython_notebook.mp41.82MB
104. 19_Week_6_-_Lecture_17/02_W6-L17.2_-_Fine_vs._Coarse_grain_parallelism.mp45.79MB
105. 19_Week_6_-_Lecture_17/03_W6-L17.3_-_Example-_Fine_grain_solution_for_system_of_decoupled_ODEs.mp414.45MB
106. 19_Week_6_-_Lecture_17/04_W6-L17.4_-_Example-_Coarse_grain_solution_for_system_of_decoupled_ODEs.mp48.56MB
107. 19_Week_6_-_Lecture_17/05_W6-L17.5_-_Example-_Normalizing_a_vector_using_fine_and_coarse_grain_approaches.mp417.12MB
108. 19_Week_6_-_Lecture_17/06_W6-L17.6_-_Example-_OpenMP_implementation_for_solving_system_of_decoupled_ODEs_with_shared_exit_criterion.mp427.19MB
109. 20_Week_6_-_Lecture_18/01_W6-L18.1_-_Introduction_to_MPI_(Message_Passing_Interface).mp415.58MB
110. 20_Week_6_-_Lecture_18/02_W6-L18.2_-_MPI_Communications_the_mpi_Module_and_MPI_functions.mp49.43MB
111. 20_Week_6_-_Lecture_18/03_W6-L18.3_-_Example-_Approximating_pi_using_OpenMP.mp48.6MB
112. 20_Week_6_-_Lecture_18/04_W6-L18.4_-_Example-_Approximating_pi_using_MPI.mp410.13MB
113. 20_Week_6_-_Lecture_18/05_W6-L18.5_-_MPI_Broadcast-_details_and_examples.mp410.78MB
114. 20_Week_6_-_Lecture_18/06_W6-L18.6_-_MPI_Reduce-_details_and_examples.mp419.38MB
115. 21_Week_7_-_Lecture_19/01_W7-L19.1_-__IPython_parallel_architecture.mp418.91MB
116. 21_Week_7_-_Lecture_19/02_W7-L19.2_-__Getting_started.mp410.43MB
117. 21_Week_7_-_Lecture_19/03_W7-L19.3_-__Map_and_reduce.mp48.12MB
118. 21_Week_7_-_Lecture_19/04_W7-L19.4_-_Direct_view_interface.mp414.82MB
119. 21_Week_7_-_Lecture_19/05_W7-L19.5_-__Waiting_for_results.mp412.18MB
120. 21_Week_7_-_Lecture_19/06_W7-L19.6_-_Debugging_with_qtconsole.mp49.19MB
121. 21_Week_7_-_Lecture_19/07_W7-L19.7_-_Scatter-gather_and_mpi4py_example.mp411.05MB
122. 22_Week_7_-_Lecture_20/01_W7-L20.1_-_Adaptive_quadrature-_Basic_ideas.mp410.45MB
123. 22_Week_7_-_Lecture_20/02_W7-L20.2_-_Example-_Recursive_subroutine_for_computing_factorials.mp45.53MB
124. 22_Week_7_-_Lecture_20/03_W7-L20.3_-_Fortran_90_code_for_adaptive_quadrature_Version_I-_Serial.mp416.65MB
125. 22_Week_7_-_Lecture_20/04_W7-L20.4_-_Results_from_Serial_code_(Version_I)_for_adaptive_quadrature.mp46.38MB
126. 22_Week_7_-_Lecture_20/05_W7-L20.5_-_Adaptive_quadrature_Version_II-_Parallel_with_Open_MP.mp45.2MB
127. 22_Week_7_-_Lecture_20/06_W7-L20.6_-_Adaptive_quadrature_Version_III-_Parallel_with_Open_MP_and_load_balancing.mp48.35MB
128. 22_Week_7_-_Lecture_20/07_W7-L20.7_-__Software_for_adaptive_quadrature.mp44.32MB
129. 23_Week_7_-_Lecture_21/01_W7-L21.1_-_Review_of_MPI_normalizing_a_vector.mp414.47MB
130. 23_Week_7_-_Lecture_21/02_W7-L21.2_-_MPI_AllReduce_and_the_Master-worker_paradigm.mp48.68MB
131. 23_Week_7_-_Lecture_21/03_W7-L21.3_-_MPI_Send_and_Receive.mp418.79MB
132. 23_Week_7_-_Lecture_21/04_W7-L21.4_-_MPI_Receive-_Tags_and_the_status_argument.mp414.71MB
133. 23_Week_7_-_Lecture_21/05_W7-L21.5_-__Blocking_and_non-blocking_send_and_receives.mp49.38MB
134. 24_Week_8_-_Lecture_22/01_W8-L22.1_-_MPI_Send-Receive_example-_Compute_1-norm_of_a_matrix_Version_1.mp424.89MB
135. 24_Week_8_-_Lecture_22/02_W8-L22.2_-_MPI_Send-Receive_example-_Compute_1-norm_of_a_matrix_generalized_Version_2.mp417.76MB
136. 24_Week_8_-_Lecture_22/03_W8-L22.3_-_Mathematical_Software_resources_LAPACK_and_BLAS.mp416.99MB
137. 24_Week_8_-_Lecture_22/04_W8-L22.4_-_Using_and_creating_BLAS-LAPACK_libraries.mp49.37MB
138. 24_Week_8_-_Lecture_22/05_W8-L22.5_-_Example-_DGESV_and_memory_allocation_for_arrays.mp410.43MB
139. 25_Week_8_-_Lecture_23/01_W8-L23.1_-_Review-_Gaussian_elimination_and_LU_factorization.mp412.61MB
140. 25_Week_8_-_Lecture_23/02_W8-L23.2_-_Using_DGESV_to_solve_linear_systems-_some_examples.mp414.54MB
141. 25_Week_8_-_Lecture_23/03_W8-L23.3_-_The_diffusion-heat_partial_differential_equation_in_one_spatial_dimension.mp411.97MB
142. 25_Week_8_-_Lecture_23/04_W8-L23.4_-_Finite_difference_method_for_numerical_solutions_of_the_1D_steady-state_diffusion_PDE.mp414.59MB
143. 25_Week_8_-_Lecture_23/05_W8-L23.5_-_Heat_equation_in_2_spatial_domains-_The_Poisson_problem_and_its_finite_difference_approximation.mp49.76MB
144. 25_Week_8_-_Lecture_23/06_W8-L23.6_-_Iterative_methods_the_Jacobi_iteration.mp47.78MB
145. 26_Week_8_-_Lecture_24/01_W8-L24.1_-_Course_resource_notes_for_Linear_algebra_software.mp43.94MB
146. 26_Week_8_-_Lecture_24/02_W8-L24.2_-_Implementing_Jacobi_iteration_in_Fortran_and_a_parallel_version_with_OpenMP.mp410.28MB
147. 26_Week_8_-_Lecture_24/03_W8-L24.3_-_Implementing_Jacobi_with_MPI.mp418.84MB
148. 26_Week_8_-_Lecture_24/04_W8-L24.4_-_Extending_Jacobi_to_2D.mp418.27MB
149. 26_Week_8_-_Lecture_24/05_W8-L24.5_-_Gauss-Seidel_iteration_in_1D_and_2D_red-black_ordering_for_parallelizing.mp410.04MB
150. 26_Week_8_-_Lecture_24/06_W8-L24.6_-_SOR.mp47.66MB
151. 27_Week_9_-_Lecture_25/01_W9-L25.1_-_Cray_supercomputers_and_the_PGAS_language.mp414.79MB
152. 27_Week_9_-_Lecture_25/02_W9-L25.2_-_Traditional_PGAS_languages_eg-_Co-Array_Fortran_PGAS_extension_for_Fortran.mp415.47MB
153. 27_Week_9_-_Lecture_25/03_W9-L25.3_-_Chapel_programming_language_and_PGAS.mp413.74MB
154. 27_Week_9_-_Lecture_25/04_W9-L25.4_-_Characterizing_languages_for_parallel_computing.mp45.14MB
155. 27_Week_9_-_Lecture_25/05_W9-L25.5_-_Chapel_motivation.mp415.49MB
156. 27_Week_9_-_Lecture_25/06_W9-L25.6_-_Chapel_features.mp49.23MB
157. 28_Week_9_-_Lecture_26/01_W9-L26.1_-_Introduction_to_Monte_Carlo_methods.mp46.02MB
158. 28_Week_9_-_Lecture_26/02_W9-L26.2_-_Classical_Quadrature_problem.mp419.64MB
159. 28_Week_9_-_Lecture_26/03_W9-L26.3_-_Monte-Carlo_Integration-_basic_ideas_and_error_estimation.mp417.83MB
160. 28_Week_9_-_Lecture_26/04_W9-L26.4_-_Pseudo-Random_number_generators_generating_pseudo-random_numbers_in_Python.mp49.53MB
161. 28_Week_9_-_Lecture_26/05_W9-L26.5_-_Generating_pseudo-random_numbers_in_Fortran.mp49.48MB
162. 28_Week_9_-_Lecture_26/06_W9-L26.6_-_Generating_pseudo-random_numbers_in_parallel.mp48.24MB
163. 28_Week_9_-_Lecture_26/07_W9-L26.7_-_Monte-Carlo_solution_of_Poisson_problem.mp48.42MB
164. 29_Week_10_-_Lecture_27/01_W10-L27.1_-_Review-_Monte-Carlo_solution_of_Poisson_problem-Laplaces_Equation.mp49.27MB
165. 29_Week_10_-_Lecture_27/02_W10-L27.2_-_Random_walk_on_a_lattice.mp48.44MB
166. 29_Week_10_-_Lecture_27/03_W10-L27.3_-_Example_Python_implementation-_Random_walk_on_lattice_for_Monte-Carlo_solution_of_Laplaces_equation.mp411.36MB
167. 29_Week_10_-_Lecture_27/04_W10-L27.4_-_MPI_with_subroutines_and_functions.mp44.8MB
168. 29_Week_10_-_Lecture_27/05_W10-L27.5_-_f2py_wrapper_for_combining_Fortran_and_Python.mp415.85MB
169. 30_Week_10_-_Lecture_28/01_W10-L28.1_-_Just-in-time_compilers_for_Python_example_numba.mp46.76MB
170. 30_Week_10_-_Lecture_28/02_W10-L28.2_-_Input-Output_data_format-_ASCII_vs._Binary_options_for_binary_data-_HDF_NETCDF.mp416.2MB
171. 30_Week_10_-_Lecture_28/03_W10-L28.3_-_Course_summary_and_take-away_messages.mp427.75MB