Die Lerneinheiten in dieser Liste gehören zum Kurs Big Data Analytics. Möchten Sie auf den gesamten Kursinhalt zugreifen?
2.1 Basics in Statistics
Video
2.1 Basics in Statistics
Lernmaterial
2.2 Probability Theory
Video
2.2 Probability Theory
Lernmaterial
2.3 Clustering
Video
2.3 Clustering
Lernmaterial
2.4 k-Means Clustering
Video
2.4 k-Means Clustering
Lernmaterial
2.5 Clustering Evaluation
Video
2.5 Clustering Evaluation
Lernmaterial
Hausaufgabe Woche 2
Lernmaterial
Lesematerial
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3.1 Density-based Clustering
Video
3.1 Density-based Clustering
Lernmaterial
3.2 Hierarchical Clustering
Video
3.2 Hierarchical Clustering
Lernmaterial
3.3 Density-based hierarchical clustering
Video
3.3 Density-based hierarchical clustering
Lernmaterial
3.4 Classification
Video
3.4 Classification
Lernmaterial
3.5 Decision trees
Video
3.5 Decision trees
Lernmaterial
3.6 Decision tree pruning
Video
Hausaufgabe Woche 3
Lernmaterial
Lesematerial
Text
4.1 Nearest Neighbour Classification
Video
4.1 Nearest Neighbour Classification
Lernmaterial
4.2 Bayesian Classifier - Teil 1
Video
4.3 Bayesian Classifier - Teil 2
Video
4.3 Bayesian Classifier
Lernmaterial
4.4 Linear Classifier
Video
4.5 Support Vector Machines
Video
4.5 Support Vector Machines
Lernmaterial
4.6 Ensemble Classification
Video
4.6 Ensemble Classification
Lernmaterial
Lesematerial
Text
Hausaufgabe Woche 4
Lernmaterial
5.1 Frequent Itemset Mining
Video
5.1 Frequent Itemset Mining
Lernmaterial
5.2 Apriori Algorithm
Video
5.2 Apriori Algorithm
Lernmaterial
5.3 Frequent Pattern Tree
Video
5.3 Frequent Pattern Tree
Lernmaterial
5.4 Frequent Pattern Growth
Video
5.4 Frequent Pattern Growth
Lernmaterial
5.5 Maximal Frequent Itemsets
Video
5.5 Maximal Frequent Itemsets
Lernmaterial
5.6 Association Rules
Video
5.6 Association Rules
Lernmaterial
Hausaufgabe Woche 5
Lernmaterial
Bonusaufgabe
Lernmaterial
Lesematerial
Text
6.1 Outlier Mining
Video
Outlier Mining
Lernmaterial
6.2 Distance-based Outlier Mining
Video
Distance-Based Outlier Mining
Lernmaterial
6.3 Density-based Outlier Mining
Video
Density-Based Outlier Mining
Lernmaterial
6.4 Subspace Mining
Video
Subspace Mining
Lernmaterial
6.5 Stream Mining
Video
6.6 Graph Mining
Video
Stream & Graph Mining
Lernmaterial
6.7 M. Sc. Data Engineering
Video
Hausaufgabe Woche 6
Lernmaterial
Lesematerial
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