Linkedin Learning Machine Learning And AI Foundations - Value Estimations

0dayddl · 17 Februar 2024

Download Free Download : Linkedin Learning Machine Learning And AI Foundations-Value Estimations
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:155.27 MB

Files Included :

1 Welcome.mp4 (6.79 MB)
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2 What you should know.mp4 (619.49 KB)
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3 Using the exercise files.mp4 (1.23 MB)
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4 Set up the development environment.mp4 (6.87 MB)
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1 What is machine learning.mp4 (4.57 MB)
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2 Supervised machine learning for value prediction.mp4 (5.26 MB)
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3 Build a simple home value estimator.mp4 (7.01 MB)
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4 Find the best weights automatically.mp4 (6.83 MB)
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5 Cool uses of value prediction.mp4 (6.64 MB)
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1 Introduction to NumPy scikit-learn and pandas.mp4 (1.84 MB)
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2 Think in vectors- How to work with large data sets efficiently.mp4 (5.66 MB)
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3 The basic workflow for training a supervised machine learning model.mp4 (3.72 MB)
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4 Gradient boosting- A versatile machine learning algorithm.mp4 (6.12 MB)
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1 Explore a home value data set.mp4 (8.34 MB)
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2 Standard conventions for naming training data.mp4 (1.57 MB)
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3 Decide how much data you need.mp4 (3.84 MB)
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1 Feature engineering.mp4 (6.92 MB)
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2 Choose the best features for home value prediction.mp4 (8.85 MB)
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3 Use as few features as possible- The curse of dimensionality.mp4 (3.16 MB)
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1 Prepare the features.mp4 (4.97 MB)
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2 Training vs testing data.mp4 (2.92 MB)
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3 Train the value estimator.mp4 (8.87 MB)
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4 Measure accuracy with mean absolute error.mp4 (4.51 MB)
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1 Overfitting and underfitting.mp4 (4.52 MB)
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2 The brute force solution- Grid search.mp4 (6.1 MB)
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3 Feature selection.mp4 (6.85 MB)
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1 Predict values for new data.mp4 (7.63 MB)
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2 Retrain the classifier with fresh data.mp4 (3.65 MB)
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1 Wrap-up.mp4 (1.43 MB)
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Ex Files Machine Learning EssT ValueEstimate.zip (8.02 MB)
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