java8看不到源码-DSR-Spark-AppliedML:DSR课程-使用ApacheSpark应用机器学习资源-CSDN下载

共48个文件

ipynb：45个

md：1个

dockerfile：1个

需积分: 9 14 浏览量 2021-06-04 20:29:23 上传评论收藏 79KB ZIP 举报

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package

DSR-Spark-AppliedML-master.zip （48个子文件）

folder

DSR-Spark-AppliedML-master

Dockerfile 2KB

folder

notebooks

DF 3.3.1 - Feature Vectors.ipynb 3KB

DF 3.4.1 - Decision Trees.ipynb 5KB

DF 3.2.2 - Handling NAs.ipynb 6KB

Yelp Recommender Exercise.ipynb 19KB

DF 1.1.3 - Explode, UDF and Pivot.ipynb 4KB

DF 3.4.2 - Random Forests.ipynb 5KB

DF 3.3.5 - R Formula.ipynb 2KB

DF 3.2.4 - Data Normalization.ipynb 5KB

0.1 - RDD - Macbeth.ipynb 4KB

DF 3.4.4 - Linear Methods.ipynb 4KB

DF 3.4.3 - Gradient Boosted Trees.ipynb 5KB

DF 3.4.6 - Saving and Loading Models.ipynb 3KB

1.2.1 - Summary Statistics.ipynb 6KB

Spark Deep Learning.ipynb 13KB

1.2.2 - Sampling.ipynb 4KB

1.1.2 - Local and Distributed Matrices.ipynb 5KB

Vectorized Pandas UDF.ipynb 7KB

DF 1.1.2 - Data Sources - CSV and XML.ipynb 8KB

DF 3.4.5 - Evaluation.ipynb 10KB

DF 1.1.1 - Built-in Data Sources.ipynb 7KB

Spark NLP.ipynb 3KB

Window Functions.ipynb 2KB

Spark SKLearn - Grid Search.ipynb 4KB

DF 3.3.3 - PCA.ipynb 3KB

0.3 - DF - cars.ipynb 5KB

Partitions.ipynb 11KB

Spark Tuning.ipynb 9KB

1.1.1 - Vectors and Labeled Points.ipynb 4KB

Spark Sentiment Analysis.ipynb 8KB

titanic_answers.csv 29KB

0.5 - Spark UI.ipynb 4KB

folder

RDD ML

1.4.1 - Decision Trees.ipynb 5KB

1.4.3 - Gradient Boosted Trees.ipynb 4KB

1.3.1 and 1.3.3 - Data Normalization and PCA.ipynb 4KB

Titanic RDD - Exercise.ipynb 7KB

1.4.5 - Evaluation.ipynb 5KB

1.4.2 - Random Forests.ipynb 4KB

1.4.4 - Linear Methods.ipynb 4KB

Titanic DF - Exercise.ipynb 6KB

0.4 - SQL - Flights.ipynb 5KB

0.2 - RDD Advanced - TF-IDF.ipynb 8KB

1.2.3 - Hypothesis Testing.ipynb 6KB

DF 3.2.1 - Summary Statistics, Sampling and Random Data.ipynb 6KB

DF 3.3.2 - Categorical Features.ipynb 4KB

DF 3.2.3 - Transformers and Estimators.ipynb 5KB

RDD Log Exercise.ipynb 7KB

README.md 7KB

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