LinkedIn AI Academy AI-100 1 Demystifying AI
Language: English | Size:205.09 MB
Genre:eLearning
Files Included :
01 - The LinkedIn AI Academy The imperative of understanding AI.mp4 (16.76 MB)
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01 - What is AI.mp4 (46.31 MB)
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02 - AI and machine learning.mp4 (5.01 MB)
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03 - Three pillars of AI Objectives, data, algorithms.mp4 (15.67 MB)
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04 - Building real AI applications.mp4 (23.25 MB)
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01 - Supervised learning vs unsupervised learning.mp4 (5.76 MB)
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01 - What is regression.mp4 (11.72 MB)
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02 - Linear regression.mp4 (8.82 MB)
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03 - Multiple linear regression.mp4 (6.61 MB)
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04 - Bias and variance.mp4 (3.94 MB)
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05 - Evaluating a linear regression model.mp4 (4.67 MB)
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01 - What is classification.mp4 (10.83 MB)
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02 - Logistic regression.mp4 (8.35 MB)
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03 - Evaluating models and choosing the best.mp4 (8.5 MB)
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01 - Why are linear models not enough.mp4 (6.76 MB)
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02 - A primer to nonlinear models Decision trees, neural networks.mp4 (6.8 MB)
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01 - Know your objective, know your data, and listen to the data.mp4 (9.85 MB)
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01 - Continuing with AI.mp4 (5.41 MB)
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