Coursera - AI for Mechanical Engineers Specialization

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Coursera - AI for Mechanical Engineers Specialization

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Coursera - AI for Mechanical Engineers Specialization
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01__resources.html
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01_ai-driven-drug-discovery-and-genomic-insights-for-personalized-medicine.en.srt
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01_ai-driven-drug-discovery-and-genomic-insights-for-personalized-medicine.en.txt
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01_ai-driven-drug-discovery-and-genomic-insights-for-personalized-medicine.mp4
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01_ai-for-energy-generation-and-distribution.en.srt
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01_ai-for-energy-generation-and-distribution.mp4
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01_ai-for-energy-storage-and-consumption.en.srt
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01_ai-for-energy-storage-and-consumption.mp4
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01_ai-for-predictive-maintenance-in-power-generation-grid-systems.en.srt
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01_ai-for-predictive-maintenance-in-power-generation-grid-systems.mp4
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01_ai-in-medical-image-and-genomic-data-interpretation.en.srt
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01_ai-in-medical-image-and-genomic-data-interpretation.mp4
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01_ai-powered-predictive-maintenance-for-renewable-energy-storage-systems.en.srt
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01_ai-powered-predictive-maintenance-for-renewable-energy-storage-systems.en.txt
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01_ai-powered-predictive-maintenance-for-renewable-energy-storage-systems.mp4
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01_algorithms-in-robotics.en.srt
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01_algorithms-in-robotics.en.txt
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01_algorithms-in-robotics.mp4
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01_algorithms-in-self-driving-cars.en.srt
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01_algorithms-in-self-driving-cars.en.txt
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01_algorithms-in-self-driving-cars.mp4
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01_generative-adversarial-networks.en.srt
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01_generative-adversarial-networks.en.txt
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01_generative-adversarial-networks.mp4
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01_generative-design-principles.en.srt
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01_generative-design-principles.en.txt
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01_generative-design-principles.mp4
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01_introduction-of-ai-ml-in-design-and-optimization.en.srt
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01_introduction-of-ai-ml-in-design-and-optimization.en.txt
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01_introduction-of-ai-ml-in-design-and-optimization.mp4
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01_introduction-of-topology-optimization.en.srt
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01_introduction-of-topology-optimization.en.txt
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01_introduction-of-topology-optimization.mp4
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01_introduction-to-algorithms-and-techniques.en.srt
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01_introduction-to-algorithms-and-techniques.en.txt
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01_introduction-to-algorithms-and-techniques.mp4
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01_introduction-to-key-concepts.en.srt
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01_introduction-to-key-concepts.en.txt
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01_introduction-to-key-concepts.mp4
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01_introduction-to-optimization-algorithms.en.srt
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01_introduction-to-optimization-algorithms.en.txt
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01_introduction-to-optimization-algorithms.mp4
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01_introduction-to-robotics-techniques.en.srt
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01_introduction-to-robotics-techniques.en.txt
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01_introduction-to-robotics-techniques.mp4
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01_introduction-to-self-driving-cars.en.srt
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01_introduction-to-self-driving-cars.en.txt
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01_introduction-to-self-driving-cars.mp4
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01_machine-learning-algorithms.en.srt
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01_machine-learning-algorithms.en.txt
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01_machine-learning-algorithms.mp4
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01_motion-planning-perception-and-learning-in-robotics.en.srt
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01_motion-planning-perception-and-learning-in-robotics.en.txt
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01_motion-planning-perception-and-learning-in-robotics.mp4
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01_overview-of-optimization-problems.en.srt
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01_overview-of-optimization-problems.en.txt
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01_overview-of-optimization-problems.mp4
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01_state-estimation-and-localization-for-autonomous-vehicles.en.srt
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01_state-estimation-and-localization-for-autonomous-vehicles.en.txt
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01_state-estimation-and-localization-for-autonomous-vehicles.mp4
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01_visual-perception-for-self-driving-cars.en.srt
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01_visual-perception-for-self-driving-cars.en.txt
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01_visual-perception-for-self-driving-cars.mp4
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02_applications-of-convolutional-neural-networks-in-biomedical-fields_instructions.html
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02_autoencoder-decoder-models-for-abnormal-data-in-energy-systems-implementation_instructions.html
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02_case-studies-thermal-insulation-optimization_instructions.html
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02_convolutional-neural-networks_instructions.html
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02_course-syllabus_instructions.html
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02_deep-learning-and-neural-network.en.srt
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02_deep-learning-and-neural-network.en.txt
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02_deep-learning-and-neural-network.mp4
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02_end-of-course-survey_instructions.html
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02_gan-in-pytorch-implementation_instructions.html
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02_handling-abnormal-data-in-energy-applications_instructions.html
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02_introduction-to-kalman-filters_instructions.html
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02_introduction-to-reinforcement-learning_instructions.html
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02_introduction-to-slam_instructions.html
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02_kalman-filters-in-state-estimation-implementation_instructions.html
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02_ml-for-topology-optimization.en.srt
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02_ml-for-topology-optimization.en.txt
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02_ml-for-topology-optimization.mp4
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02_overfitting-and-underfitting-of-ml_instructions.html
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02_random-forest-implementation_instructions.html
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02_regional-convolutional-neural-networks-r-cnn_instructions.html
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03_case-studies.en.srt
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03_case-studies.en.txt
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03_case-studies.mp4
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03_end-of-course-survey_instructions.html
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03_help-us-learn-about-you_instructions.html
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03_k-nearest-neighbors-implementation_instructions.html
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03_references_instructions.html
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03_references_j.adapen.2020.100004
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03_references_j.apenergy.2020.114586
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03_references_j.apenergy.2023.121747
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03_references_j.apenergy.2024.124468
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03_references_j.artmed.2017.09.005
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03_references_j.enconman.2023.117507
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03_references_j.imu.2019.100231
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03_references_j.jechem.2024.03.013
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03_references_j.media.2020.101908
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03_references_redir.pf
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03_reinforcement-learning-q-table-implementation_instructions.html
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03_thermal-insulation-optimization_instructions.html
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04_case-studies-battery-fast-charging-optimization_instructions.html
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04_continue-your-ai-education-with-the-ai-collection-from-michigan-online_instructions.html
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04_dnn-implementation_instructions.html
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04_introduction-to-jupyter-labs-on-coursera_instructions.html
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04_references_1611.10010v1
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04_references_1910.07738
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04_references_instructions.html
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04_references_j.iatssr.2018.05.001
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04_references_j.isprsjprs.2022.12.021
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04_references_marostek.v1i1.21
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05_battery-fast-charging-optimization-implementation_instructions.html
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05_random-forest_instructions.html
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06_end-of-course-survey_instructions.html
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07_references_instructions.html
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07_references_j.jpowsour.2018.05.040
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Bonus Resources.txt
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URL
204.8 B

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