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HCIE, Huawei, machinelearning, bigdata, ai, datamining

NewCondition 1800.00
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OBJECTIVES
Upon completion of this course, you will be able to:
1.Have a good command of data mining methods.
2.Use FusionInsight and MRS.
3.Use Spark MLlib.

PREREQUISITES
Be familiar with SQL basics
Be familiar with big data basics
Be familiar with basic operations on Linux operating systems

WHO SHOULD ATTEND
Those who hope to become big data mining engineers;
Those who hope to obtain an HCIE-Big Data-Data Mining certificate;
Expert of big data mining

TOPICS
Chapter 1 Data Mining
Chapter 2 Prerequisites
Chapter 3 Data Preprocessing
Chapter 4 Feature Selection and Dimension Reduction
Chapter 5 Supervised Learning
Chapter 6 Unsupervised Learning
Chapter 7 Model Evaluation and Optimization
Chapter 8 Comprehensive Application of Data Mining
Chapter 9 Data Mining Using Spark MLlib
Chapter 10 Huawei Machine Learning Development Tools
Chapter 11 Big Data Architecture and Governance
Chapter 12 Big Data Mining

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