| |
Natural Language Processing with Python培訓(xùn)
|
| |
 班級規(guī)模及環(huán)境--熱線:4008699035 手機(jī):15921673576( 微信同號) |
| 每個班級的人數(shù)限3到5人，互動授課， 保障效果，小班授課。 |
| 上間和地點 |
上課地點：【上海】：同濟(jì)大學(xué)(滬西)/新城金郡商務(wù)樓(11號線白銀路站) 【深圳分部】：電影大廈(地鐵一號線大劇院站)/深圳大學(xué)成教院 【北京分部】：北京中山學(xué)院/福鑫大樓 【南京分部】：金港大廈(和燕路) 【武漢分部】：佳源大廈（高新二路） 【成都分部】：領(lǐng)館區(qū)1號（中和大道） 【沈陽分部】：沈陽理工大學(xué)/六宅臻品 【鄭州分部】：鄭州大學(xué)/錦華大廈 【石家莊分部】：河北科技大學(xué)/瑞景大廈 【廣州分部】：廣糧大廈 【西安分部】：協(xié)同大廈
最近開間(周末班/連續(xù)班/晚班）：2018年3月18日 |
| 實驗設(shè)備 |
◆小班教學(xué)，教學(xué)效果好
☆注重質(zhì)量☆邊講邊練
☆合格學(xué)員免費推薦工作
★實驗設(shè)備請點擊這兒查看★ |
| 質(zhì)量保障 |
1、培訓(xùn)過程中，如有部分內(nèi)容理解不透或消化不好，可免費在以后培訓(xùn)班中重聽；
2、培訓(xùn)結(jié)束后,授課老師留給學(xué)員聯(lián)系方式,保障培訓(xùn)效果,免費提供課后技術(shù)支持。
3、培訓(xùn)合格學(xué)員可享受免費推薦就業(yè)機(jī)會。☆合格學(xué)員免費頒發(fā)相關(guān)工程師等資格證書，提升職業(yè)資質(zhì)。專注高端技術(shù)培訓(xùn)15年，端海學(xué)員的能力得到大家的認(rèn)同，受到用人單位的廣泛贊譽，端海的證書受到廣泛認(rèn)可。 |
課程大綱 |
| |
- Overview of Python packages related to NLP
-
- Introduction to NLP (examples in Python of course)
- Simple Text Manipulation
Searching Text
Counting Words
Splitting Texts into Words
Lexical dispersion
Processing complex structures
Representing text in Lists
Indexing Lists
Collocations
Bigrams
Frequency Distributions
Conditionals with Words
Comparing Words (startswith, endswith, islower, isalpha, etc...)
Natural Language Understanding
Word Sense Disambiguation
Pronoun Resolution
Machine translations (statistical, rule based, literal, etc...)
Exercises
NLP in Python in examples
- Accessing Text Corpora and Lexical Resources
Common sources for corpora
Conditional Frequency Distributions
Counting Words by Genre
Creating own corpus
Pronouncing Dictionary
Shoebox and Toolbox Lexicons
Senses and Synonyms
Hierarchies
Lexical Relations: Meronyms, Holonyms
Semantic Similarity
Processing Raw Text
Priting
Struncating
Extracting parts of string
Accessing individual charaters
Searching, replacing, spliting, joining, indexing, etc...
Using regular expressions
Detecting word patterns
Stemming
Tokenization
Normalization of text
Word Segmentation (especially in Chinese)
Categorizing and Tagging Words
Tagged Corpora
Tagged Tokens
Part-of-Speech Tagset
Python Dictionaries
Words to Propertieis mapping
Automatic Tagging
Determining the Category of a Word (Morphological, Syntactic, Semantic)
Text Classification (Machine Learning)
Supervised Classification
Sentence Segmentation
Cross Validation
Decision Trees
Extracting Information from Text
Chunking
Chinking
Tags vs Trees
Analyzing Sentence Structure
Context Free Grammar
Parsers
Building Feature Based Grammars
Grammatical Features
Processing Feature Structures
Analyzing the Meaning of Sentences
Semantics and Logic
Propositional Logic
First-Order Logic
Discourse Semantics
Managing Linguistic Data
Data Formats (Lexicon vs Text)
Metadata
|
|
|
|
|
|
首頁 課程表 在線聊 報名 講師 品牌 QQ聊 活動 就業(yè)