Coursera - AI for Mechanical Engineers Specialization

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here !
• Bonus Resources.txt (0.1 KB)
ai-for-autonomous-vehicles-and-robotics 01_introduction-to-key-concepts-and-fundamentals 01_overview-of-robotics-techniques
• 01_introduction-to-robotics-techniques.en.srt (8.7 KB)
• 01_introduction-to-robotics-techniques.en.txt (4.7 KB)
• 01_introduction-to-robotics-techniques.mp4 (64.7 MB)
• 02_course-syllabus_instructions.html (16.1 KB)
• 03_help-us-learn-about-you_instructions.html (1.8 KB)
• 04_introduction-to-jupyter-labs-on-coursera_instructions.html (602.4 KB)
02_overview-of-self-driving-cars
• 01_introduction-to-self-driving-cars.en.srt (11.9 KB)
• 01_introduction-to-self-driving-cars.en.txt (6.3 KB)
• 01_introduction-to-self-driving-cars.mp4 (91.4 MB)
• 02_convolutional-neural-networks_instructions.html (13.6 KB)
02_key-algorithms-in-robotics-and-self-driving-cars 01_algorithms-in-robotics
• 01_algorithms-in-robotics.en.srt (11.9 KB)
• 01_algorithms-in-robotics.en.txt (6.4 KB)
• 01_algorithms-in-robotics.mp4 (76.8 MB)
• 02_introduction-to-kalman-filters_instructions.html (13.8 KB)
02_algorithms-in-self-driving-cars
• 01_algorithms-in-self-driving-cars.en.srt (13.5 KB)
• 01_algorithms-in-self-driving-cars.en.txt (7.2 KB)
• 01_algorithms-in-self-driving-cars.mp4 (87.6 MB)
• 02_kalman-filters-in-state-estimation-implementation_instructions.html (166.3 KB)
03_application-of-ai-ml-in-robotics-and-self-driving-cars 01_motion-planning-perception-and-learning-in-robotics
• 01_motion-planning-perception-and-learning-in-robotics.en.srt (11.3 KB)
• 01_motion-planning-perception-and-learning-in-robotics.en.txt (6.1 KB)
• 01_motion-planning-perception-and-learning-in-robotics.mp4 (78.1 MB)
• 02_introduction-to-reinforcement-learning_instructions.html (15.2 KB)
• 03_reinforcement-learning-q-table-implementation_instructions.html (77.4 KB)
02_state-estimation-and-localization-for-autonomous-vehicles
• 01_state-estimation-and-localization-for-autonomous-vehicles.en.srt (8.2 KB)
• 01_state-estimation-and-localization-for-autonomous-vehicles.en.txt (5.2 KB)
• 01_state-estimation-and-localization-for-autonomous-vehicles.mp4 (73.5 MB)
• 02_introduction-to-slam_instructions.html (26.5 KB)
03_visual-perception-for-self-driving-cars
• 01_visual-perception-for-self-driving-cars.en.srt (9.7 KB)
• 01_visual-perception-for-self-driving-cars.en.txt (5.2 KB)
• 01_visual-perception-for-self-driving-cars.mp4 (70.6 MB)
• 02_regional-convolutional-neural-networks-r-cnn_instructions.html (22.2 KB)
• 03_end-of-course-survey_instructions.html (1.5 KB)
• 04_references_1611.10010v1 (8.5 MB)
• 04_references_1910.07738 (50.1 KB)
• 04_references_instructions.html (7.2 KB)
• 04_references_j.iatssr.2018.05.001 (2.6 KB)
• 04_references_j.isprsjprs.2022.12.021 (2.6 KB)
• 04_references_marostek.v1i1.21 (39.5 KB)
04_Resources 01_github-programming-exercises-repository
• 01__resources.html (1.4 KB)
ai-for-design-and-optimization 01_introduction-to-key-concepts-and-fundamentals-of-artificial-intelligence-ai-and 01_foundations-of-ai-and-ml
• 01_introduction-to-key-concepts.en.srt (6.7 KB)
• 01_introduction-to-key-concepts.en.txt (4.2 KB)
• 01_introduction-to-key-concepts.mp4 (42.1 MB)
• 02_course-syllabus_instructions.html (16.5 KB)
• 03_help-us-learn-about-you_instructions.html (1.7 KB)
• 04_introduction-to-jupyter-labs-on-coursera_instructions.html (311.7 KB)
02_basic-ai-and-ml-algorithms
• 01_machine-learning-algorithms.en.srt (6.8 KB)
• 01_machine-learning-algorithms.en.txt (3.7 KB)
• 01_machine-learning-algorithms.mp4 (31.2 MB)
• 02_deep-learning-and-neural-network.en.srt (12.1 KB)
• 02_deep-learning-and-neural-network.en.txt (6.4 KB)
• 02_deep-learning-and-neural-network.mp4 (92.4 MB)
• 03_k-nearest-neighbors-implementation_instructions.html (212.2 KB)
• 04_dnn-implementation_instructions.html (593.8 KB)
03_applications-in-design-and-optimization
• 01_introduction-of-ai-ml-in-design-and-optimization.en.srt (13.3 KB)
• 01_introduction-of-ai-ml-in-design-and-optimization.en.txt (6.9 KB)
• 01_introduction-of-ai-ml-in-design-and-optimization.mp4 (66.4 MB)
• 02_overfitting-and-underfitting-of-ml_instructions.html (4.7 KB)
02_generative-design-techniques 01_introduction-to-generative-design
• 01_generative-design-principles.en.srt (7.9 KB)
• 01_generative-design-principles.en.txt (5.0 KB)
• 01_generative-design-principles.mp4 (54.3 MB)
02_generative-design-algorithms-and-techniques
• 01_introduction-to-algorithms-and-techniques.en.srt (4.5 KB)
• 01_introduction-to-algorithms-and-techniques.en.txt (2.8 KB)
• 01_introduction-to-algorithms-and-techniques.mp4 (25.3 MB)
03_advanced-topics-in-generative-design
• 01_generative-adversarial-networks.en.srt (6.1 KB)
• 01_generative-adversarial-networks.en.txt (3.8 KB)
• 01_generative-adversarial-networks.mp4 (37.3 MB)
• 02_gan-in-pytorch-implementation_instructions.html (229.4 KB)
03_ai-driven-optimization-algorithms 01_overview-of-optimization-problems
• 01_overview-of-optimization-problems.en.srt (7.7 KB)
• 01_overview-of-optimization-problems.en.txt (4.1 KB)
• 01_overview-of-optimization-problems.mp4 (41.6 MB)
02_optimization-algorithms
• 01_introduction-to-optimization-algorithms.en.srt (11.9 KB)
• 01_introduction-to-optimization-algorithms.en.txt (7.4 KB)
• 01_introduction-to-optimization-algorithms.mp4 (102.4 MB)
• 02_case-studies-thermal-insulation-optimization_instructions.html (3.6 KB)
• 03_thermal-insulation-optimization_instructions.html (79.6 KB)
03_self-directed-online-machine-learning-for-topology-optimization
• 01_introduction-of-topology-optimization.en.srt (7.1 KB)
• 01_introduction-of-topology-optimization.en.txt (3.7 KB)
• 01_introduction-of-topology-optimization.mp4 (37.0 MB)
• 02_ml-for-topology-optimization.en.srt (7.7 KB)
• 02_ml-for-topology-optimization.en.txt (4.9 KB)
• 02_ml-for-topology-optimization.mp4 (45.4 MB)
• 03_case-studies.en.srt (8.7 KB)
• 03_case-studies.en.txt (5.5 KB)
• 03_case-studies.mp4 (54.0 MB)
• 04_case-studies-battery-fast-charging-optimization_instructions.html (25.4 KB)
• 05_battery-fast-charging-optimization-implementation_instructions.html (274.1 KB)
• 06_end-of-course-survey_instructions.html (1.5 KB)
• 07_references_instructions.html (2.3 KB)
• 07_references_j.jpowsour.2018.05.040 (2.6 KB)
04_Resources 01_github-programming-exercises-repository
• 01__resources.html (1.4 KB)
ai-for-energy-biomedical-applications 01_ai-in-energy-systems 01_ai-for-optimizing-energy-generation-and-distribution
• 01_ai-for-energy-generation-and-distribution.en.srt (16.1 KB)
• 01_ai-for-energy-generation-and-distribution.en.txt (10.3 KB)
• 01_ai-for-energy-generation-and-distribution.mp4 (146.9 MB)
• 02_course-syllabus_instructions.html (16.0 KB)
• 03_help-us-learn-about-you_instructions.html (1.7 KB)
• 04_introduction-to-jupyter-labs-on-coursera_instructions.html (602.4 KB)
• 05_random-forest_instructions.html (10.7 KB)
02_ai-in-energy-storage-and-consumption
• 01_ai-for-energy-storage-and-consumption.en.srt (22.4 KB)
• 01_ai-for-energy-storage-and-consumption.en.txt (11.8 KB)
• 01_ai-for-energy-storage-and-consumption.mp4 (167.7 MB)
• 02_random-forest-implementation_instructions.html (192.0 KB)
02_predictive-maintenance-for-energy-infrastructure 01_ai-for-predictive-maintenance-in-power-generation-and-grid-systems
• 01_ai-for-predictive-maintenance-in-power-generation-grid-systems.en.srt (17.0 KB)
• 01_ai-for-predictive-maintenance-in-power-generation-grid-systems.en.txt (8.9 KB)
• 01_ai-for-predictive-maintenance-in-power-generation-grid-systems.mp4 (157.6 MB)
• 02_handling-abnormal-data-in-energy-applications_instructions.html (6.1 KB)
02_ai-for-predictive-maintenance-in-renewable-energy-and-storage
• 01_ai-powered-predictive-maintenance-for-renewable-energy-storage-systems.en.srt (15.9 KB)
• 01_ai-powered-predictive-maintenance-for-renewable-energy-storage-systems.en.txt (10.2 KB)
• 01_ai-powered-predictive-maintenance-for-renewable-energy-storage-systems.mp4 (191.4 MB)
• 02_autoencoder-decoder-models-for-abnormal-data-in-energy-systems-implementation_instructions.html (155.8 KB)
03_ai-in-medical-imaging-genomics-and-drug-discovery 01_ai-for-medical-image-analysis-and-genomic-data-interpretation
• 01_ai-in-medical-image-and-genomic-data-interpretation.en.srt (18.9 KB)
• 01_ai-in-medical-image-and-genomic-data-interpretation.en.txt (10.0 KB)
• 01_ai-in-medical-image-and-genomic-data-interpretation.mp4 (179.8 MB)
• 02_applications-of-convolutional-neural-networks-in-biomedical-fields_instructions.html (9.4 KB)
02_ai-in-drug-discovery-and-personalized-medicine
• 01_ai-driven-drug-discovery-and-genomic-insights-for-personalized-medicine.en.srt (17.6 KB)
• 01_ai-driven-drug-discovery-and-genomic-insights-for-personalized-medicine.en.txt (9.2 KB)
• 01_ai-driven-drug-discovery-and-genomic-insights-for-personalized-medicine.mp4 (184.1 MB)
• 02_end-of-course-survey_instructions.html (1.5 KB)
• 03_references_instructions.html (10.0 KB)
• 03_references_j.adapen.2020.100004 (2.7 KB)
• 03_references_j.apenergy.2020.114586 (2.7 KB)
• 03_references_j.apenergy.2023.121747 (2.7 KB)
• 03_references_j.apenergy.2024.124468 (2.8 KB)
• 03_references_j.artmed.2017.09.005 (2.7 KB)
• 03_references_j.enconman.2023.117507 (2.6 KB)
• 03_references_j.imu.2019.100231 (2.6 KB)
• 03_references_j.jechem.2024.03.013 (2.6 KB)
• 03_references_j.media.2020.101908 (2.7 KB)
• 03_references_redir.pf (2.7 KB)
• 04_continue-your-ai-education-with-the-ai-collection-from-michigan-online_instructions.html (2.0 KB)
04_Resources 01_github-programming-exercises-repository
• 01__resources.html (1.4 KB)