CourseClub Me Coursera – Self-Driving Cars Specialization

1. Coursera - Introduction to Self-Driving Cars/01_module-0-welcome-to-the-self-driving-cars-specialization/01_introduction-to-self-driving-cars/01_welcome-to-the-self-driving-cars-specialization.mp40B
2. Coursera - Introduction to Self-Driving Cars/01_module-0-welcome-to-the-self-driving-cars-specialization/01_introduction-to-self-driving-cars/02_welcome-to-the-course.mp412.21MB
3. Coursera - Introduction to Self-Driving Cars/01_module-0-welcome-to-the-self-driving-cars-specialization/01_introduction-to-self-driving-cars/04_the-story-of-autonomous-vehicles.mp40B
4. Coursera - Introduction to Self-Driving Cars/01_module-0-welcome-to-the-self-driving-cars-specialization/02_meet-the-self-driving-car-experts/01_meet-the-instructor-steven-waslander.mp40B
5. Coursera - Introduction to Self-Driving Cars/01_module-0-welcome-to-the-self-driving-cars-specialization/02_meet-the-self-driving-car-experts/02_meet-the-instructor-jonathan-kelly.mp40B
6. Coursera - Introduction to Self-Driving Cars/01_module-0-welcome-to-the-self-driving-cars-specialization/02_meet-the-self-driving-car-experts/03_meet-diana-firmware-engineer.mp40B
7. Coursera - Introduction to Self-Driving Cars/01_module-0-welcome-to-the-self-driving-cars-specialization/02_meet-the-self-driving-car-experts/04_meet-winston-software-engineer.mp40B
8. Coursera - Introduction to Self-Driving Cars/01_module-0-welcome-to-the-self-driving-cars-specialization/02_meet-the-self-driving-car-experts/05_meet-andy-autonomous-systems-architect.mp40B
9. Coursera - Introduction to Self-Driving Cars/01_module-0-welcome-to-the-self-driving-cars-specialization/02_meet-the-self-driving-car-experts/06_meet-paul-newman-founder-oxbotica-professor-at-university-of-oxford.mp40B
10. Coursera - Introduction to Self-Driving Cars/01_module-0-welcome-to-the-self-driving-cars-specialization/02_meet-the-self-driving-car-experts/07_why-should-you-take-this-course.mp40B
11. Coursera - Introduction to Self-Driving Cars/02_module-1-the-requirements-for-autonomy/01_driving-taxonomy-perception-and-driving-decisions/01_lesson-1-taxonomy-of-driving.mp40B
12. Coursera - Introduction to Self-Driving Cars/02_module-1-the-requirements-for-autonomy/01_driving-taxonomy-perception-and-driving-decisions/03_lesson-2-requirements-for-perception.mp40B
13. Coursera - Introduction to Self-Driving Cars/02_module-1-the-requirements-for-autonomy/01_driving-taxonomy-perception-and-driving-decisions/05_lesson-3-driving-decisions-and-actions.mp40B
14. Coursera - Introduction to Self-Driving Cars/02_module-1-the-requirements-for-autonomy/02_learn-from-industry-experts/01_advice-for-breaking-into-the-self-driving-cars-industry.mp40B
15. Coursera - Introduction to Self-Driving Cars/03_module-2-self-driving-hardware-and-software-architectures/02_learn-from-industry-experts/01_the-future-of-autonomous-vehicles.mp40B
16. Coursera - Introduction to Self-Driving Cars/04_module-3-safety-assurance-for-autonomous-vehicles/01_safety-for-self-driving-cars/01_lesson-1-safety-assurance-for-self-driving-vehicles.mp40B
17. Coursera - Introduction to Self-Driving Cars/04_module-3-safety-assurance-for-autonomous-vehicles/01_safety-for-self-driving-cars/03_lesson-2-industry-methods-for-safety-assurance-and-testing.mp40B
18. Coursera - Introduction to Self-Driving Cars/04_module-3-safety-assurance-for-autonomous-vehicles/01_safety-for-self-driving-cars/05_lesson-3-safety-frameworks-for-self-driving.mp40B
19. Coursera - Introduction to Self-Driving Cars/04_module-3-safety-assurance-for-autonomous-vehicles/02_learn-from-industry-experts/01_meet-professor-krzysztof-czarnecki-safety-assurance-expert.mp40B
20. Coursera - Introduction to Self-Driving Cars/04_module-3-safety-assurance-for-autonomous-vehicles/02_learn-from-industry-experts/02_prof-krzysztof-czarnecki-on-assessing-and-validating-autonomous-safety-an.mp40B
21. Coursera - Introduction to Self-Driving Cars/04_module-3-safety-assurance-for-autonomous-vehicles/02_learn-from-industry-experts/03_prof-krzysztof-czarneckis-lessons-from-aerospace-can-the-av-industry-collaborate.mp40B
22. Coursera - Introduction to Self-Driving Cars/04_module-3-safety-assurance-for-autonomous-vehicles/02_learn-from-industry-experts/04_paul-newman-on-the-trolley-problem.mp421.31MB
23. Coursera - Introduction to Self-Driving Cars/04_module-3-safety-assurance-for-autonomous-vehicles/02_learn-from-industry-experts/05_how-companies-approach-autonomous-vehicle-safety.mp40B
24. Coursera - Introduction to Self-Driving Cars/05_module-4-vehicle-dynamic-modeling/01_dynamic-modeling/01_lesson-1-kinematic-modeling-in-2d.mp428.61MB
25. Coursera - Introduction to Self-Driving Cars/05_module-4-vehicle-dynamic-modeling/01_dynamic-modeling/03_lesson-2-the-kinematic-bicycle-model.mp416.43MB
26. Coursera - Introduction to Self-Driving Cars/05_module-4-vehicle-dynamic-modeling/01_dynamic-modeling/05_lesson-3-dynamic-modeling-in-2d.mp425.99MB
27. Coursera - Introduction to Self-Driving Cars/05_module-4-vehicle-dynamic-modeling/01_dynamic-modeling/07_lesson-4-longitudinal-vehicle-modeling.mp427.18MB
28. Coursera - Introduction to Self-Driving Cars/05_module-4-vehicle-dynamic-modeling/01_dynamic-modeling/09_lesson-5-lateral-dynamics-of-bicycle-model.mp417.54MB
29. Coursera - Introduction to Self-Driving Cars/05_module-4-vehicle-dynamic-modeling/01_dynamic-modeling/11_lesson-6-vehicle-actuation.mp420.33MB
30. Coursera - Introduction to Self-Driving Cars/05_module-4-vehicle-dynamic-modeling/01_dynamic-modeling/13_lesson-7-tire-slip-and-modeling.mp426.15MB
31. Coursera - Introduction to Self-Driving Cars/05_module-4-vehicle-dynamic-modeling/02_learn-from-industry-experts/01_challenges-for-the-industry.mp423.79MB
32. Coursera - Introduction to Self-Driving Cars/06_module-5-vehicle-longitudinal-control/01_proportional-integral-derivative-pid/01_lesson-1-proportional-integral-derivative-pid-control.mp40B
33. Coursera - Introduction to Self-Driving Cars/06_module-5-vehicle-longitudinal-control/01_proportional-integral-derivative-pid/03_lesson-2-longitudinal-speed-control-with-pid.mp40B
34. Coursera - Introduction to Self-Driving Cars/06_module-5-vehicle-longitudinal-control/01_proportional-integral-derivative-pid/05_lesson-3-feedforward-speed-control.mp418.11MB
35. Coursera - Introduction to Self-Driving Cars/06_module-5-vehicle-longitudinal-control/02_learn-from-industry-experts/01_zooxs-approach-to-self-driving-cars.mp416.45MB
36. Coursera - Introduction to Self-Driving Cars/07_module-6-vehicle-lateral-control/01_lateral-control/01_lesson-1-introduction-to-lateral-vehicle-control.mp423.18MB
37. Coursera - Introduction to Self-Driving Cars/07_module-6-vehicle-lateral-control/01_lateral-control/03_lesson-2-geometric-lateral-control-pure-pursuit.mp417.5MB
38. Coursera - Introduction to Self-Driving Cars/07_module-6-vehicle-lateral-control/01_lateral-control/05_lesson-3-geometric-lateral-control-stanley.mp428.86MB
39. Coursera - Introduction to Self-Driving Cars/07_module-6-vehicle-lateral-control/01_lateral-control/07_lesson-4-advanced-steering-control-mpc.mp427.54MB
40. Coursera - Introduction to Self-Driving Cars/08_module-7-putting-it-all-together/01_final-project-self-driving-vehicle-control/01_lesson-1-carla-overview-self-driving-car-simulation.mp40B
41. Coursera - Introduction to Self-Driving Cars/08_module-7-putting-it-all-together/01_final-project-self-driving-vehicle-control/04_lesson-2-final-project-overview.mp421.44MB
42. Coursera - Introduction to Self-Driving Cars/08_module-7-putting-it-all-together/01_final-project-self-driving-vehicle-control/05_final-project-solution.mp413.19MB
43. Coursera - Introduction to Self-Driving Cars/08_module-7-putting-it-all-together/02_congratulations/01_congratulations-on-completing-course-1.mp416.49MB
44. Coursera - Introduction to Self-Driving Cars/09_Resources/01_bonus-interviews-with-prof-czarnecki/01__C1_M3_L4_-_INTERVIEW_KRZYSZTOF_CZARNECKI_-_The_Trolley_Problem_V2.mp4246.86MB
45. Coursera - Introduction to Self-Driving Cars/09_Resources/01_bonus-interviews-with-prof-czarnecki/01__C1_M3_L4_-_INTERVIEW_KRZYSZTOF_CZARNECKI_-_The_last_mile__Open_research_questions_in_AV_safety.h264_720.mp40B
46. Coursera - Introduction to Self-Driving Cars/09_Resources/01_bonus-interviews-with-prof-czarnecki/01__C1_M3_L4_-_INTERVIEW_KRZYSZTOF_CZARNECKI_The_safety_car_driver__An_impossible_task_.h264_720.mp40B
47. Coursera - Motion Planning for Self-Driving Cars/01_welcome-to-course-4-motion-planning-for-self-driving-cars/01_course-introduction/01_welcome-to-the-self-driving-cars-specialization.mp40B
48. Coursera - Motion Planning for Self-Driving Cars/01_welcome-to-course-4-motion-planning-for-self-driving-cars/01_course-introduction/02_welcome-to-the-course.mp419.42MB
49. Coursera - Motion Planning for Self-Driving Cars/01_welcome-to-course-4-motion-planning-for-self-driving-cars/01_course-introduction/03_meet-the-instructor-steven-waslander.mp40B
50. Coursera - Motion Planning for Self-Driving Cars/01_welcome-to-course-4-motion-planning-for-self-driving-cars/01_course-introduction/04_meet-the-instructor-jonathan-kelly.mp40B
51. Coursera - Motion Planning for Self-Driving Cars/02_module-1-the-planning-problem/01_the-planning-problem/01_lesson-1-driving-missions-scenarios-and-behaviour.mp437.33MB
52. Coursera - Motion Planning for Self-Driving Cars/02_module-1-the-planning-problem/01_the-planning-problem/02_lesson-2-motion-planning-constraints.mp428.81MB
53. Coursera - Motion Planning for Self-Driving Cars/02_module-1-the-planning-problem/01_the-planning-problem/03_lesson-3-objective-functions-for-autonomous-driving.mp423.93MB
54. Coursera - Motion Planning for Self-Driving Cars/02_module-1-the-planning-problem/01_the-planning-problem/04_lesson-4-hierarchical-motion-planning.mp441.48MB
55. Coursera - Motion Planning for Self-Driving Cars/03_module-2-mapping-for-planning/01_mapping-for-planning/01_lesson-1-occupancy-grids.mp438.28MB
56. Coursera - Motion Planning for Self-Driving Cars/03_module-2-mapping-for-planning/01_mapping-for-planning/02_lesson-2-populating-occupancy-grids-from-lidar-scan-data-part-1.mp40B
57. Coursera - Motion Planning for Self-Driving Cars/03_module-2-mapping-for-planning/01_mapping-for-planning/03_lesson-2-populating-occupancy-grids-from-lidar-scan-data-part-2.mp40B
58. Coursera - Motion Planning for Self-Driving Cars/03_module-2-mapping-for-planning/01_mapping-for-planning/04_lesson-3-occupancy-grid-updates-for-self-driving-cars.mp426.5MB
59. Coursera - Motion Planning for Self-Driving Cars/03_module-2-mapping-for-planning/01_mapping-for-planning/05_lesson-4-high-definition-road-maps.mp423.21MB
60. Coursera - Motion Planning for Self-Driving Cars/04_module-3-mission-planning-in-driving-environments/01_mission-planning-in-driving-environments/01_lesson-1-creating-a-road-network-graph.mp40B
61. Coursera - Motion Planning for Self-Driving Cars/04_module-3-mission-planning-in-driving-environments/01_mission-planning-in-driving-environments/02_lesson-2-dijkstras-shortest-path-search.mp40B
62. Coursera - Motion Planning for Self-Driving Cars/04_module-3-mission-planning-in-driving-environments/01_mission-planning-in-driving-environments/03_lesson-3-a-shortest-path-search.mp40B
63. Coursera - Motion Planning for Self-Driving Cars/05_module-4-dynamic-object-interactions/01_dynamic-object-interactions/01_lesson-1-motion-prediction.mp425.98MB
64. Coursera - Motion Planning for Self-Driving Cars/05_module-4-dynamic-object-interactions/01_dynamic-object-interactions/02_lesson-2-map-aware-motion-prediction.mp424.58MB
65. Coursera - Motion Planning for Self-Driving Cars/05_module-4-dynamic-object-interactions/01_dynamic-object-interactions/03_lesson-3-time-to-collision.mp427.61MB
66. Coursera - Motion Planning for Self-Driving Cars/06_module-5-principles-of-behaviour-planning/01_principles-of-behaviour-planning/01_lesson-1-behaviour-planning.mp429.62MB
67. Coursera - Motion Planning for Self-Driving Cars/06_module-5-principles-of-behaviour-planning/01_principles-of-behaviour-planning/02_lesson-2-handling-an-intersection-scenario-without-dynamic-objects.mp40B
68. Coursera - Motion Planning for Self-Driving Cars/06_module-5-principles-of-behaviour-planning/01_principles-of-behaviour-planning/03_lesson-3-handling-an-intersection-scenario-with-dynamic-objects.mp40B
69. Coursera - Motion Planning for Self-Driving Cars/06_module-5-principles-of-behaviour-planning/01_principles-of-behaviour-planning/04_lesson-4-handling-multiple-scenarios.mp416.04MB
70. Coursera - Motion Planning for Self-Driving Cars/06_module-5-principles-of-behaviour-planning/01_principles-of-behaviour-planning/05_lesson-5-advanced-methods-for-behaviour-planning.mp40B
71. Coursera - Motion Planning for Self-Driving Cars/07_module-6-reactive-planning-in-static-environments/01_reactive-planning-in-static-environments/01_lesson-1-trajectory-propagation.mp40B
72. Coursera - Motion Planning for Self-Driving Cars/07_module-6-reactive-planning-in-static-environments/01_reactive-planning-in-static-environments/02_lesson-2-collision-checking.mp40B
73. Coursera - Motion Planning for Self-Driving Cars/07_module-6-reactive-planning-in-static-environments/01_reactive-planning-in-static-environments/03_lesson-3-trajectory-rollout-algorithm.mp40B
74. Coursera - Motion Planning for Self-Driving Cars/07_module-6-reactive-planning-in-static-environments/01_reactive-planning-in-static-environments/04_lesson-4-dynamic-windowing.mp40B
75. Coursera - Motion Planning for Self-Driving Cars/08_module-7-putting-it-all-together-smooth-local-planning/01_smooth-local-planning/01_lesson-1-parametric-curves.mp428.52MB
76. Coursera - Motion Planning for Self-Driving Cars/08_module-7-putting-it-all-together-smooth-local-planning/01_smooth-local-planning/02_lesson-2-path-planning-optimization.mp40B
77. Coursera - Motion Planning for Self-Driving Cars/08_module-7-putting-it-all-together-smooth-local-planning/01_smooth-local-planning/03_lesson-3-optimization-in-python.mp413.94MB
78. Coursera - Motion Planning for Self-Driving Cars/08_module-7-putting-it-all-together-smooth-local-planning/01_smooth-local-planning/04_lesson-4-conformal-lattice-planning.mp40B
79. Coursera - Motion Planning for Self-Driving Cars/08_module-7-putting-it-all-together-smooth-local-planning/01_smooth-local-planning/05_lesson-5-velocity-profile-generation.mp40B
80. Coursera - Motion Planning for Self-Driving Cars/08_module-7-putting-it-all-together-smooth-local-planning/02_final-project/01_final-project-overview.mp413.02MB
81. Coursera - Motion Planning for Self-Driving Cars/08_module-7-putting-it-all-together-smooth-local-planning/02_final-project/03_final-project-solution-locked.mp418.02MB
82. Coursera - Motion Planning for Self-Driving Cars/08_module-7-putting-it-all-together-smooth-local-planning/03_congratulations/01_congratulations-for-completing-the-course.mp40B
83. Coursera - Motion Planning for Self-Driving Cars/08_module-7-putting-it-all-together-smooth-local-planning/03_congratulations/02_congratulations-on-completing-the-specialization.mp40B
84. Coursera - State Estimation and Localization for Self-Driving Cars/02_module-1-least-squares/01_least-squares/01_lesson-1-part-1-squared-error-criterion-and-the-method-of-least-squares.mp40B
85. Coursera - State Estimation and Localization for Self-Driving Cars/02_module-1-least-squares/01_least-squares/02_lesson-1-part-2-squared-error-criterion-and-the-method-of-least-squares.mp40B
86. Coursera - State Estimation and Localization for Self-Driving Cars/02_module-1-least-squares/02_recursive-least-squares/01_lesson-2-recursive-least-squares.mp414.99MB
87. Coursera - State Estimation and Localization for Self-Driving Cars/02_module-1-least-squares/02_recursive-least-squares/03_lesson-3-least-squares-and-the-method-of-maximum-likelihood.mp40B
88. Coursera - State Estimation and Localization for Self-Driving Cars/03_module-2-state-estimation-linear-and-nonlinear-kalman-filters/01_the-linear-kalman-filter/01_lesson-1-the-linear-kalman-filter.mp40B
89. Coursera - State Estimation and Localization for Self-Driving Cars/03_module-2-state-estimation-linear-and-nonlinear-kalman-filters/01_the-linear-kalman-filter/03_lesson-2-kalman-filter-and-the-bias-blues.mp40B
90. Coursera - State Estimation and Localization for Self-Driving Cars/03_module-2-state-estimation-linear-and-nonlinear-kalman-filters/02_the-nonlinear-kalman-filter/01_lesson-3-going-nonlinear-the-extended-kalman-filter.mp40B
91. Coursera - State Estimation and Localization for Self-Driving Cars/03_module-2-state-estimation-linear-and-nonlinear-kalman-filters/02_the-nonlinear-kalman-filter/03_lesson-4-an-improved-ekf-the-error-state-extended-kalman-filter.mp40B
92. Coursera - State Estimation and Localization for Self-Driving Cars/03_module-2-state-estimation-linear-and-nonlinear-kalman-filters/02_the-nonlinear-kalman-filter/05_lesson-5-limitations-of-the-ekf.mp40B
93. Coursera - State Estimation and Localization for Self-Driving Cars/03_module-2-state-estimation-linear-and-nonlinear-kalman-filters/02_the-nonlinear-kalman-filter/06_lesson-6-an-alternative-to-the-ekf-the-unscented-kalman-filter.mp40B
94. Coursera - State Estimation and Localization for Self-Driving Cars/04_module-3-gnss-ins-sensing-for-pose-estimation/01_gnss-ins-sensing-for-pose-estimation/01_lesson-1-3d-geometry-and-reference-frames.mp40B
95. Coursera - State Estimation and Localization for Self-Driving Cars/04_module-3-gnss-ins-sensing-for-pose-estimation/01_gnss-ins-sensing-for-pose-estimation/03_lesson-2-the-inertial-measurement-unit-imu.mp40B
96. Coursera - State Estimation and Localization for Self-Driving Cars/04_module-3-gnss-ins-sensing-for-pose-estimation/01_gnss-ins-sensing-for-pose-estimation/05_lesson-3-the-global-navigation-satellite-systems-gnss.mp40B
97. Coursera - State Estimation and Localization for Self-Driving Cars/04_module-3-gnss-ins-sensing-for-pose-estimation/02_learn-from-industry-experts/01_why-sensor-fusion.mp418.35MB
98. Coursera - State Estimation and Localization for Self-Driving Cars/05_module-4-lidar-sensing/01_lidar-sensing/01_lesson-1-light-detection-and-ranging-sensors.mp447.9MB
99. Coursera - State Estimation and Localization for Self-Driving Cars/05_module-4-lidar-sensing/01_lidar-sensing/03_lesson-2-lidar-sensor-models-and-point-clouds.mp434.9MB
100. Coursera - State Estimation and Localization for Self-Driving Cars/05_module-4-lidar-sensing/01_lidar-sensing/05_lesson-3-pose-estimation-from-lidar-data.mp440.65MB
101. Coursera - State Estimation and Localization for Self-Driving Cars/05_module-4-lidar-sensing/02_learn-from-industry-experts/01_optimizing-state-estimation.mp420.93MB
102. Coursera - State Estimation and Localization for Self-Driving Cars/06_module-5-putting-it-together-an-autonomous-vehicle-state-estimator/01_state-estimation-in-practice/01_lesson-1-state-estimation-in-practice.mp40B
103. Coursera - State Estimation and Localization for Self-Driving Cars/06_module-5-putting-it-together-an-autonomous-vehicle-state-estimator/01_state-estimation-in-practice/02_lesson-2-multisensor-fusion-for-state-estimation.mp40B
104. Coursera - State Estimation and Localization for Self-Driving Cars/06_module-5-putting-it-together-an-autonomous-vehicle-state-estimator/01_state-estimation-in-practice/04_lesson-3-sensor-calibration-a-necessary-evil.mp40B
105. Coursera - State Estimation and Localization for Self-Driving Cars/06_module-5-putting-it-together-an-autonomous-vehicle-state-estimator/01_state-estimation-in-practice/06_lesson-4-loss-of-one-or-more-sensors.mp40B
106. Coursera - State Estimation and Localization for Self-Driving Cars/06_module-5-putting-it-together-an-autonomous-vehicle-state-estimator/02_learn-from-industry-experts/01_the-challenges-of-state-estimation.mp40B
107. Coursera - State Estimation and Localization for Self-Driving Cars/06_module-5-putting-it-together-an-autonomous-vehicle-state-estimator/04_lesson-3-congratulations/01_congratulations-on-completing-course-2.mp40B
108. Coursera - Visual Perception for Self-Driving Cars/01_welcome-to-course-3-visual-perception-for-self-driving-cars/01_course-introduction/01_welcome-to-the-self-driving-cars-specialization.mp40B
109. Coursera - Visual Perception for Self-Driving Cars/01_welcome-to-course-3-visual-perception-for-self-driving-cars/01_course-introduction/02_welcome-to-the-course.mp421.34MB
110. Coursera - Visual Perception for Self-Driving Cars/01_welcome-to-course-3-visual-perception-for-self-driving-cars/02_meet-the-instructors/01_meet-the-instructor-steven-waslander.mp40B
111. Coursera - Visual Perception for Self-Driving Cars/01_welcome-to-course-3-visual-perception-for-self-driving-cars/02_meet-the-instructors/02_meet-the-instructor-jonathan-kelly.mp40B
112. Coursera - Visual Perception for Self-Driving Cars/02_module-1-basics-of-3d-computer-vision/01_the-camera-sensor/01_lesson-1-part-1-the-camera-sensor.mp421.65MB
113. Coursera - Visual Perception for Self-Driving Cars/02_module-1-basics-of-3d-computer-vision/01_the-camera-sensor/02_lesson-1-part-2-camera-projective-geometry.mp419.79MB
114. Coursera - Visual Perception for Self-Driving Cars/02_module-1-basics-of-3d-computer-vision/02_camera-calibration/01_lesson-2-camera-calibration.mp415.7MB
115. Coursera - Visual Perception for Self-Driving Cars/02_module-1-basics-of-3d-computer-vision/03_visual-depth-perception/01_lesson-3-part-1-visual-depth-perception-stereopsis.mp40B
116. Coursera - Visual Perception for Self-Driving Cars/02_module-1-basics-of-3d-computer-vision/03_visual-depth-perception/02_lesson-3-part-2-visual-depth-perception-computing-the-disparity.mp40B
117. Coursera - Visual Perception for Self-Driving Cars/02_module-1-basics-of-3d-computer-vision/04_image-filtering/01_lesson-4-image-filtering.mp415.88MB
118. Coursera - Visual Perception for Self-Driving Cars/03_module-2-visual-features-detection-description-and-matching/01_image-features-and-feature-detectors/01_lesson-1-introduction-to-image-features-and-feature-detectors.mp40B
119. Coursera - Visual Perception for Self-Driving Cars/03_module-2-visual-features-detection-description-and-matching/01_image-features-and-feature-detectors/02_lesson-2-feature-descriptors.mp40B
120. Coursera - Visual Perception for Self-Driving Cars/03_module-2-visual-features-detection-description-and-matching/01_image-features-and-feature-detectors/04_lesson-3-part-1-feature-matching.mp40B
121. Coursera - Visual Perception for Self-Driving Cars/03_module-2-visual-features-detection-description-and-matching/01_image-features-and-feature-detectors/06_lesson-3-part-2-feature-matching-handling-ambiguity-in-matching.mp40B
122. Coursera - Visual Perception for Self-Driving Cars/03_module-2-visual-features-detection-description-and-matching/02_outlier-rejection-visual-odometry/01_lesson-4-outlier-rejection.mp40B
123. Coursera - Visual Perception for Self-Driving Cars/03_module-2-visual-features-detection-description-and-matching/02_outlier-rejection-visual-odometry/03_lesson-5-visual-odometry.mp40B
124. Coursera - Visual Perception for Self-Driving Cars/04_module-3-feedforward-neural-networks/01_neural-networks/01_lesson-1-feed-forward-neural-networks.mp427.91MB
125. Coursera - Visual Perception for Self-Driving Cars/04_module-3-feedforward-neural-networks/01_neural-networks/03_lesson-2-output-layers-and-loss-functions.mp424.88MB
126. Coursera - Visual Perception for Self-Driving Cars/04_module-3-feedforward-neural-networks/01_neural-networks/05_lesson-3-neural-network-training-with-gradient-descent.mp425.55MB
127. Coursera - Visual Perception for Self-Driving Cars/04_module-3-feedforward-neural-networks/02_neural-networks-continued/01_lesson-4-data-splits-and-neural-network-performance-evaluation.mp40B
128. Coursera - Visual Perception for Self-Driving Cars/04_module-3-feedforward-neural-networks/02_neural-networks-continued/03_lesson-5-neural-network-regularization.mp420.35MB
129. Coursera - Visual Perception for Self-Driving Cars/04_module-3-feedforward-neural-networks/02_neural-networks-continued/05_lesson-6-convolutional-neural-networks.mp421.72MB
130. Coursera - Visual Perception for Self-Driving Cars/05_module-4-2d-object-detection/01_2d-object-detection/01_lesson-1-the-object-detection-problem.mp432.27MB
131. Coursera - Visual Perception for Self-Driving Cars/05_module-4-2d-object-detection/01_2d-object-detection/03_lesson-2-2d-object-detection-with-convolutional-neural-networks.mp40B
132. Coursera - Visual Perception for Self-Driving Cars/05_module-4-2d-object-detection/01_2d-object-detection/05_lesson-3-training-vs-inference.mp422.63MB
133. Coursera - Visual Perception for Self-Driving Cars/05_module-4-2d-object-detection/01_2d-object-detection/07_lesson-4-using-2d-object-detectors-for-self-driving-cars.mp436.37MB
134. Coursera - Visual Perception for Self-Driving Cars/06_module-5-semantic-segmentation/01_semantic-segmentation/01_lesson-1-the-semantic-segmentation-problem.mp423.77MB
135. Coursera - Visual Perception for Self-Driving Cars/06_module-5-semantic-segmentation/01_semantic-segmentation/03_lesson-2-convnets-for-semantic-segmentation.mp422.62MB
136. Coursera - Visual Perception for Self-Driving Cars/06_module-5-semantic-segmentation/01_semantic-segmentation/05_lesson-3-semantic-segmentation-for-road-scene-understanding.mp40B
137. Coursera - Visual Perception for Self-Driving Cars/07_module-6-putting-it-together-perception-of-dynamic-objects-in-the-drivable/02_congratulations/01_congratulations-for-completing-the-course.mp40B