-
Notifications
You must be signed in to change notification settings - Fork 0
/
glossary.txt
320 lines (320 loc) · 5.05 KB
/
glossary.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
1 -inf
1 .at
1 .axes
1 .columns
1 .iat
1 .iloc
1 .index
1 .ix
1 .loc
1 .name
1 .ndim
1 .shape
1 .size
3 A/B testing
7 AI
2 API
2 Alexa
5 Amazon AWS
3 AngularJS
2 Argument (Parameter)
2 Array indexing
5 Athena
2 Attribute access
6 Aurora
3 BabelNet
3 Bayes' Theorem
3 Bayesian network
2 Boolean True/False
2 Boolean value/variable
2 Built-in function (BIF)
2 C-style (row-major)
1 CPU
4 CRUD
2 Class
1 Coercion
1 Collection
1 Conditional statements/expressions
1 Container
3 D3
4 DCG
2 DTD
6 Data I/O
1 Default Constant
8 Dictionaries
3 Docstring
4 DynamoDB
2 Echo
2 Explicit type coercion
2 Falsy
2 First-class function
3 Fortran-style (column-wise)
2 Function
2 GIGO
2 GPU
4 Google Cloud Platform
4 Hadoop
2 Half-open interval
2 Hashable
2 Heterogenous
2 Homogenous
2 IBM Watson
2 Immutable
2 Index access
2 IndexError
2 Inner Joins
2 Integer-based Indexing and Slicing
2 Iteration (Looping)
2 JSON
2 JSON Array
2 JSON Object
3 JavaScript
4 LDA
4 LSA
2 LTR
2 LXML
2 Label-based Indexing and Slicing
8 Lambda
9 Left Joins
3 Lists
2 Looker
1 MATLAB
1 Machine translation
2 Many-to-one joins
3 Map (un-ordered collection of paired objects)
1 MarkLogic
2 Markov Chain
2 Mean Absolute Error
2 Mean Squared Error
2 Microsoft Azure
2 Monte Carlo method
2 Multi-dimensioinal indexing
2 Multi-dimensional Slicing
2 Mutable
2 NA
2 NER
8 NLP
2 NaN
3 NoSQL
2 None
6 NumPy
6 NumPy Array
7 Ontology (information science)
5 Outer Joins
3 P value
4 PHP
3 PageRank
4 Pandas
4 Pandas DataFrame
4 Pandas Index
4 Pandas Object
4 Pandas Panel
4 Pandas Series
4 Pandas two-level indexing and slicing
3 Parameter
8 Perl
4 Poisson distribution
9 Python
7 R
4 RAM
3 RDS
6 Redshift
7 Right Joins
2 Root Mean Squared Error
7 Ruby
2 S curve
4 S3
4 SAS
4 SPSS
9 SQL
4 Scalable Automated Linking Technology (SALT)
2 Sequence
2 Sequence (ordered collection of objects)
2 Set (un-ordered collection of objects)
2 Sets
2 Slicing
8 Spark
2 Stata
2 Striding
2 Strings
2 Subarray Copy
2 Subarray View
6 Tableau
8 TensorFlow
2 Truthy
2 Tuple unpacking
2 Tuples
9 Turing Test
2 Type
4 Unittest
2 Upcast
1 Vectorized Operations
1 Web Services
1 XLST
3 XML
2 algorithm
4 artificial intelligence
3 axis
2 backpropagation
2 bias
4 big data
4 binomial distribution
4 blockchain database
4 chatbot
4 chi-square test
5 classification
3 cloud computing
7 clustering
4 coefficient
5 cognitive computing
2 column-oriented database
5 computational linguistics
2 confidence interval
2 continuous variable
2 coreference resolution
2 correlation
2 covariance
2 cross-validation
2 data cleansing
2 data engineer
4 data mining
4 data science
3 data structure
2 data wrangling
2 database
2 database management system
4 decision trees
4 deep learning
4 dependent variable
6 dict()
4 dimension reduction
3 dir()
2 dir([obj])
5 discounted cumulative gain
3 discourse analysis
5 discrete variable
3 elasticsearch
2 enumerate(iterable, start)
2 feature
2 feature engineering
2 file()
2 float()
2 format(value, format_spec)
2 getattr()
4 git
4 github
2 globals()
2 gradient boosting
2 gradient descent
2 graph database
2 hash
2 help()
2 hidden layer
2 histogram
2 hyperparameter
2 id()
2 independent variable
2 inf
2 input()
2 int()
2 isinstance(obj, class)
3 k-means clustering
3 k-nearest neighbors
9 knowledge graph
8 latent dirichlet allocation
7 latent semantic analysis
2 latent variable
7 learning to rank
2 len()
2 lift
2 linear algebra
2 linear regression
2 list()
2 logarithm
2 logistic regression
5 lucene
8 machine learning
4 matrix
2 max()
1 mean
1 median
1 min()
1 mode
4 model
2 moving average
6 n-gram
7 naive Bayes classifier
5 named entity recognition
9 natural language processing
9 neural network
2 next()
3 normal distribution
2 null hypothesis
2 objective function
2 open information extraction
9 open source software
2 open()
3 outlier
5 overfitting
7 part of speech tagging
3 perceptron
4 pivot table
3 posterior distribution
3 precision
4 predictive analytics
3 predictive coding
3 predictive modeling
3 principal component analysis
2 print()
2 prior distribution
2 probability distribution
2 quantile, quartile
2 random forest
2 random-access memory
1 range()
3 range(start, stop, step)
3 raw_input()
5 recall
5 regression
6 reinforcement learning
4 relational database
3 repr()
2 reversed()
2 scalar
4 scripting
4 search engine
4 semantic search
4 sentence breaking
4 sentiment analysis
4 serial correlation
2 set()
3 shell
3 slice()
8 solr
2 sorted()
3 spatiotemporal data
3 standard deviation
3 standard normal distribution
3 standardized score
2 str()
3 strata, stratified sampling
2 sum(iterable, start)
6 supervised learning
5 support vector machine
5 t-distribution
2 test data
5 tf-idf
2 time series data
5 topic modeling
7 training data
2 tuple()
1 type()
5 unsupervised learning
2 variance
1 vars()
2 vector
3 vector space
3 word segmentation
9 word2vec
8 wordnet
3 zip()