曙海教學優(yōu)勢
面向企事業(yè)單位的項目實際需要,本課程以項目實現(xiàn)為導向,秉承二十一年教學品質，授課老師將會與您分享設計的全流程以及工具的綜合使用技巧以及經驗。您可以定制課程,線上/線下/上門都可以,報名熱線:4008699035。
二十多年來，曙海培訓的課程培養(yǎng)了大批受歡迎的工程師。曙海的課程在業(yè)內廣受好評。大批企事業(yè)單位和曙海
建立了良好的合作關系,合作企業(yè)30萬+。
?數(shù)據(jù)科學與大數(shù)據(jù)分析培訓
培訓大綱
1. Big Data Analytics?
Big Data?
State of the Practice in Analytics?
Data Scientist?
Big Data Analytics in Industry Verticals?
2. Data Analytics Lifecycle?
Discovery?
Data Preparation?
Model Planning?
Model Building?
Communicating Results?
Operationalizing?
3. Basic Data Analytic Methods Using R?
Using R to Look at Data?
Analyzing and Exploring the Data?
Statistics for Model Building and Evaluation?
4. Advanced Analytics: Theory and Methods?
K Means Clustering?
Association Rules?
Linear Regression
Logistic Regression?
Na?ve Bayesian Classifier?
Decision Trees?
Time Series Analysis?
Text Analysis?
5. Advanced Analytics: Technologies and Tools?
Analytics for Unstructured Data?
MapReduce and Hadoop?
Hadoop Ecosystem?
In-Database Analytics: SQL Essentials?
Advanced SQL and MADlib for In-Database Analytics?
6. Putting it All Together?
Operationalizing an Analytics Project?
Creating the Final Deliverables?
Data Visualization Techniques?
Final Lab Exercise on Big Data Analytics
