AI for Good Specialization

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Files Included :

01 welcome-to-ai-and-climate-change.mp4 (42.26 MB)
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02 what-is-climate-change.mp4 (17.9 MB)
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03 introduction-to-jupyter-notebook-labs.mp4 (12.61 MB)
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04 global-temperature-change.mp4 (23.53 MB)
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06 impacts-of-climate-change.mp4 (21.29 MB)
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07 ai-and-climate-change.mp4 (12.68 MB)
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08 caleb-robinson-siting-renewable-energy-sources.mp4 (15.51 MB)
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01 week-1-summary.mp4 (9.79 MB)
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01 introduction-to-wind-power.mp4 (25.95 MB)
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02 jack-kelly-predicting-solar-energy-with-machine-learning.mp4 (33.69 MB)
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03 ai-for-good-framework.mp4 (10.95 MB)
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04 wind-power-explore-phase.mp4 (25.52 MB)
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05 wind-power-explore-the-data.mp4 (26.55 MB)
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06 wind-power-visualize-the-data.mp4 (30.51 MB)
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07 wind-power-explore-phase-checkpoint.mp4 (9.23 MB)
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01 wind-power-establish-a-baseline-model.mp4 (29.51 MB)
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02 wind-power-improve-the-baseline-model.mp4 (13.65 MB)
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03 wind-power-train-a-neural-network-model.mp4 (19.92 MB)
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04 what-is-a-sequence-model.mp4 (12.82 MB)
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05 wind-power-establish-baseline-forecasts.mp4 (20.31 MB)
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06 wind-power-improve-performance-with-sequence-models.mp4 (15.76 MB)
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07 wind-power-include-wind-speed-forecasts.mp4 (23.1 MB)
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08 wind-power-design-phase-checkpoint.mp4 (7.54 MB)
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09 wind-power-project-wrap-up.mp4 (16.54 MB)
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10 lester-mackey-climate-modeling-and-prediction.mp4 (11.81 MB)
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01 week-2-summary.mp4 (15.57 MB)
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01 welcome-to-week-3.mp4 (10.83 MB)
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02 climate-change-and-biodiversity.mp4 (32.22 MB)
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03 monitoring-biodiversity.mp4 (32.55 MB)
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01 snapshot-karoo.mp4 (15.52 MB)
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02 biodiversity-explore-the-data.mp4 (18.25 MB)
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03 biodiversity-visualize-the-data.mp4 (24.61 MB)
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04 sara-beery-why-monitoring-biodiversity.mp4 (17.26 MB)
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05 biodiversity-explore-phase-checkpoint.mp4 (11.79 MB)
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01 week-3-summary.mp4 (21.3 MB)
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01 welcome-to-week-4.mp4 (12.12 MB)
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02 convolutional-neural-networks-and-pretraining.mp4 (16.09 MB)
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03 biodiversity-megadetector.mp4 (36.32 MB)
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04 transfer-learning-and-fine-tuning.mp4 (25.04 MB)
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05 biodiversity-transfer-learning.mp4 (44.11 MB)
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06 biodiversity-design-phase-checkpoint.mp4 (9.75 MB)
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01 biodiversity-implement-phase.mp4 (16.53 MB)
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02 biodiversity-project-wrap-up.mp4 (16.62 MB)
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03 priya-donti-tackling-climate-change-with-machine-learning.mp4 (26.51 MB)
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01 week-4-and-course-summary.mp4 (15.16 MB)
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01 welcome-to-ai-and-disaster-management.mp4 (43.16 MB)
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02 what-is-a-disaster.mp4 (32.58 MB)
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03 the-disaster-management-cycle.mp4 (29.19 MB)
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04 cyclones-idai-kenneth.mp4 (20.37 MB)
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05 cyclones-idai-kenneth-response-and-recovery.mp4 (45.45 MB)
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06 cyclones-idai-kenneth-mitigation-and-preparation.mp4 (24.93 MB)
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01 ai-and-disaster-management.mp4 (32.1 MB)
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02 helping-communities-help-themselves.mp4 (34.12 MB)
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03 working-toward-impactful-solutions.mp4 (31.43 MB)
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04 data-privacy-and-related-risks.mp4 (46.29 MB)
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05 getting-involved-and-doing-no-harm.mp4 (28.52 MB)
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06 project-spotlight-mark-belinski.mp4 (30.09 MB)
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01 week-1-summary.mp4 (10.34 MB)
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01 welcome-to-week-2.mp4 (33.89 MB)
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02 ai-for-good-framework.mp4 (12.07 MB)
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03 damage-assessment-explore-phase.mp4 (18.4 MB)
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04 damage-assessment-explore-the-data.mp4 (21.3 MB)
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06 damage-assessment-explore-phase-checkpoint.mp4 (11.32 MB)
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01 damage-assessment-design-phase.mp4 (37.54 MB)
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02 damage-assessment-design-phase-checkpoint.mp4 (9.2 MB)
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03 damage-assessment-implement-phase.mp4 (16.33 MB)
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04 damage-assessment-project-wrap-up.mp4 (14.78 MB)
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01 week-2-summary.mp4 (7.56 MB)
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02 shahrzad-gholami-damage-assessment-with-satellite-imagery.mp4 (16.11 MB)
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01 welcome-to-week-3.mp4 (8.26 MB)
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02 haiti-earthquake-2010.mp4 (22.63 MB)
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03 topic-modeling-explore-phase.mp4 (21.89 MB)
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04 topic-modeling-explore-the-data.mp4 (28.39 MB)
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05 topic-modeling-visualize-the-data.mp4 (25.74 MB)
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06 topic-modeling-explore-phase-checkpoint.mp4 (9.09 MB)
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01 processing-text-data.mp4 (17.09 MB)
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02 topic-modeling-process-text-messages.mp4 (22.69 MB)
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03 topic-modeling-latent-dirichlet-allocation-lda.mp4 (30.13 MB)
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04 topic-modeling-project-wrap-up.mp4 (11.37 MB)
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01 week-3-and-course-summary.mp4 (19.05 MB)
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01 welcome-to-ai-for-good.mp4 (57.87 MB)
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02 what-is-ai-for-good.mp4 (45.86 MB)
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03 the-courses-in-this-specialization.mp4 (29.17 MB)
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04 charles-onu-identifying-asphyxiation-in-babies-cries.mp4 (22.54 MB)
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01 quick-summary-what-is-ai.mp4 (26.79 MB)
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02 quick-summary-how-supervised-learning-works.mp4 (19.47 MB)
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03 considering-the-impact-of-your-ai-for-good-project.mp4 (61.4 MB)
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04 juan-lavista-ferres-microsoft-ai-for-good-lab.mp4 (52.75 MB)
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01 week-1-summary.mp4 (20.82 MB)
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02 felipe-oviedo-anomaly-detection-in-breast-cancer-imaging.mp4 (11.69 MB)
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01 ai-for-good-framework.mp4 (22.66 MB)
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02 maternal-and-infant-health-in-nigeria.mp4 (36.86 MB)
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03 explore-phase-problem-definition-and-stakeholders.mp4 (22.2 MB)
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04 explore-phase-could-ai-add-value.mp4 (28.69 MB)
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05 design-phase.mp4 (45.74 MB)
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06 implement-phase.mp4 (16.34 MB)
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07 evaluate-phase.mp4 (69.5 MB)
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08 iva-gumnishka-building-an-ethical-supply-chain.mp4 (16.18 MB)
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01 air-quality.mp4 (16.45 MB)
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02 sources-of-air-pollution.mp4 (25.85 MB)
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03 measuring-air-quality.mp4 (13.71 MB)
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04 bogota-air-quality-monitoring-network-rmcab.mp4 (28.38 MB)
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05 bogota-district-secretariat-of-environment-tackling-air-pollution.mp4 (54.55 MB)
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06 air-quality-explore-phase.mp4 (17.17 MB)
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07 introduction-to-jupyter-notebook-labs.mp4 (20.78 MB)
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08 air-quality-explore-and-visualize-missing-data.mp4 (22.64 MB)
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09 air-quality-explore-correlations.mp4 (31.83 MB)
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11 air-quality-explore-phase-checkpoint.mp4 (13.22 MB)
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01 air-quality-design-and-implement-phases.mp4 (9.44 MB)
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02 air-quality-establish-a-baseline.mp4 (31.23 MB)
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03 air-quality-train-and-test-a-neural-network.mp4 (44.1 MB)
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04 air-quality-nearest-neighbor-method.mp4 (34.16 MB)
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05 air-quality-design-phase-checkpoint.mp4 (12.44 MB)
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06 air-quality-implement-phase.mp4 (31.09 MB)
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07 air-quality-project-wrap-up.mp4 (12.93 MB)
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01 tapiwa-chiwewe-air-pollution-in-south-africa.mp4 (37.32 MB)
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02 course-wrap-up.mp4 (9.92 MB)
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