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BOOTCAMP BIG DATA ANALYSIS DENGAN PYTHON
Day 1
- Pengenalan basic Big Data and Analytics
- Data Gathering using Python: Text, Image
- Data Preparation: Cleaning, Normalization and PreProcessing
- SQL/NoSQL using Mysql and MongoDB
- Hadoop Basic: Administration and HDFS
- Hadoop MapReduce
- Spark and Programming
Day 2
- Model Linear Regression di Spark
- Model Decision Tree di Spark
- Model SVM di Spark
- Case Study: Text Big Data
- Case Study: Image Big Data
- Big Data Visualization: Matplotlib
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