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課程可定制,線上/線下/上門(mén)皆可,報(bào)名熱線:4008699035。本課程以項(xiàng)目實(shí)戰(zhàn)案例實(shí)現(xiàn)為主線,面向企事業(yè)單位項(xiàng)目開(kāi)發(fā)實(shí)際,秉承21年積累的教學(xué)和研發(fā)經(jīng)驗(yàn)，培訓(xùn)講師將會(huì)與您分享設(shè)計(jì)的全流程以及工具的綜合使用經(jīng)驗(yàn)以及技巧。
我們的課程培養(yǎng)了大批受企業(yè)歡迎的工程師。曙海培訓(xùn)的課程在業(yè)內(nèi)有廣泛的美譽(yù)度。大批企業(yè)和曙海
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?數(shù)據(jù)科學(xué)與大數(shù)據(jù)分析培訓(xùn)
培訓(xùn)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
