About
All major keywords used in this book are captured alphabetically in this section. Each one is accompanied by the page number of where they appear.
A
abc-brand: 108
abstracts: 149
accelerate: 2, 89, 94, 146, 160
accessible: 2, 4, 8, 12, 18, 89, 118
accountkey: 120
accounts: 20, 138
accuracy: 6-9, 16, 94, 100, 103, 129, 133
activate: 64
active: 10-11, 44, 71-72, 96, 115, 118, 125, 128, 138, 151
advanced: 11, 16, 31, 65, 69, 91, 115, 132, 147, 156, 159
agents: 7
aggregate: 96, 107, 134
alerts: 22, 70, 128, 134, 142, 151
algorithm: 6-7, 91, 94, 147
allocation: 133, 146
amazon: 160
analysis: 2-4, 6-7, 20, 56, 59, 69, 90-92, 94, 115, 136, 154, 158
analytics: 1-2, 4-5, 7-12, 14-17, 20, 22-24, 26-34, 36, 41-43, 50, 59, 64-65, 67-74, 76-77, 82-83, 89, 91-96, 103, 105-106, 112-118, 128-129, 131-133, 135-139, 141-142, 145, 147-148, 154, 156-160
analyze: 3, 13, 15, 17-18, 24, 28, 50, 56, 59-60, 109, 128, 136-137, 159-160
anomalies: 5, 20
apache: 23, 28, 31, 50-52, 65, 91, 93, 117-118, 138, 141, 145, 147, 159-160
apiversion: 150
applied: 6, 135
approaches: 13-14, 72
arrays: 90
articulate: 106, 110
artificial: 2, 6-8, 67, 90, 103, 112, 133
assessment: 11
assets: 19, 32, 111, 118, 132-133, 135, 142
assignment: 154
attributes: 111
audience: 96
automate: 92-94, 126-127, 146-147
automated: 8, 91, 158
automl: 65, 91, 93-94, 147
autonomous: 16
average: 49, 111, 130, 132
azureml: 148
B
back-end: 125
benchmark: 117
bigquery: 160
blueprints: 147
builds: 120, 149
built-in: 69, 74, 77, 95
business: 1-2, 4-10, 12, 14, 16, 19, 21-22, 24, 26, 28-29, 32, 65, 68, 71, 91, 103, 105-106, 109, 112, 114, 117, 124, 126, 129-136, 138-140, 142-147, 149, 152, 154-155, 157-159
C
caches: 125
caching: 15, 65, 71
campaign: 130
capacity: 18, 132-133, 151, 154
carrier: 134
cassandra: 10
categories: 5-6, 92, 126
central: 112, 114-115, 119, 127, 142
channels: 92, 106-107, 113
chatbots: 26, 92
classified: 11, 20
cleanup: 146
clicks: 19, 28, 32
client: 96, 146
cluster: 22, 71, 95, 114, 151
code-free: 28-29, 60, 158, 160
coding: 94, 96
cognitive: 7, 89, 92
command: 93
commission: 52
commit: 64
compatible: 111, 118, 149
competitor: 5, 109
compile: 3
compliance: 30, 112, 115, 119, 125-126, 139
component: 114
compute: 6, 18, 30, 71, 95, 100-101, 138-139, 142, 147
computers: 68, 95, 151
computing: 1, 9, 12, 18, 147, 151
concurrent: 23
conditions: 76, 110-111, 128
config: 143, 148
configure: 63, 101, 122, 140, 149, 151, 153
configured: 14, 141, 146
congestion: 132, 134, 155
connect: 45, 83, 94, 114, 119-120, 140, 143-144
connection: 22, 72, 84, 122, 127, 143
connector: 143
connectvia: 120, 122
console: 145
consumer: 3, 71, 96, 106
container: 93, 95, 97, 141, 145, 148-151
cortana: 7, 26, 92
cosmos: 10, 141-146
cosmosdb: 143
covid-: 72, 75, 77, 79, 84, 87
curated: 32, 77, 142, 144
custom: 23, 69-70, 125, 140, 145
customer: 1, 6, 11, 16, 19, 30, 106-108, 110-111, 114, 116, 131-134, 137, 139, 156
customized: 3
D
dashboard: 25, 68-70, 89, 129-130, 142
database: 5, 11, 14-19, 21, 23, 32, 44, 50, 54-56, 70-71, 74-77, 79, 82-83, 89-90, 120, 122-123, 126, 143-144, 146
databricks: 89, 93-95
datacenter: 135, 139, 150
dataframe: 53, 143
dataops: 2, 8, 26, 158
dataset: 4-6, 13, 16, 19, 47, 52-53, 70, 75-77, 79, 82-84, 100, 102, 109-110, 121-122, 148
datastore: 148
dateid: 46
dbname: 146
deciding: 147
default: 38-39, 55-56, 58, 67
definition: 148
delays: 132-135, 142, 154
delete: 15, 103
densenet: 96, 99
deploy: 13, 68, 93-94, 103, 110, 127-129, 142, 147, 152, 154
deployment: 30, 94-95, 127, 139, 141, 144, 149, 151-152
design: 68, 106, 110, 112-115, 117, 119, 124, 126, 128, 132, 136, 140, 142, 144, 146, 149-150, 152
designer: 94, 96, 99
desktop: 24, 67-69, 72, 83, 85-86, 91-92, 103, 124
develop: 45, 54, 56, 58, 61, 71, 82, 112, 119
developer: 29, 118, 139
device: 5, 89, 142
devtest: 14
digital: 7, 14, 106-107, 110, 113
directly: 19, 71, 89, 93, 108, 141, 145, 155
display: 56, 72, 79, 81, 84, 86
docker: 13, 95, 141, 149-151
domain: 114
download: 70, 83
downtime: 13, 15, 144
dresner: 1
drivers: 14, 26, 144-145, 158
driving: 7, 14, 16, 157
drop-down: 77
duty-free: 133, 155
dynamic: 7, 20, 65
E
ecosystem: 3, 67, 89-91, 93
efficiency: 5, 154, 156
elastic: 71, 111, 115, 137-138, 144, 151, 160
embedded: 5, 69, 152-153
encoding: 5
encounter: 64, 71, 105
encryption: 11, 115, 118, 127
end-to-end: 9-10, 29-30, 41, 65, 93-94, 127, 151, 157-159
engine: 28, 96, 117, 141-142, 144, 149, 154, 159-160
engineers: 8, 10, 13, 15, 18, 21-22, 41, 65, 70, 89, 114, 116-118, 138, 141, 143
enterprise: 9, 28, 41, 69-70, 115, 139, 157, 160
entities: 94
entries: 90
equipment: 133
errors: 20, 128, 141, 150
estimated: 129-130, 133, 154-155
evaluation: 100
events: 107
execution: 64, 79
exercise: 77, 97, 100, 103, 118
experiment: 54, 100-102
explore: 8, 16, 22, 28, 41, 44, 47, 50, 65, 72, 87, 89, 92, 103, 114-115, 124, 135
extended: 92
extensible: 91
extensive: 141
external: 69-70, 85, 135-137, 144, 159
F
facilities: 136, 155
factor: 5, 7, 147
feature: 23, 64, 69, 94-96, 114, 119, 125, 141-142, 145-146
feedback: 25, 70, 108, 124, 137
filename: 20
filesystem: 121
filters: 23
firewall: 11
firstname: 145
folder: 76
folderpath: 121
footprint: 14
format: 5, 19-22, 70, 77, 86, 95, 108, 111, 115, 143
framework: 89, 91-93
function: 6, 10
functional: 120
G
gateway: 11, 69, 140
gigabytes: 5, 14-15, 68, 108
github: 16
H
hadoop: 22
handle: 4, 15, 26, 109, 115, 143
hardware: 15, 90, 93
hashtag: 130
hybrid: 14, 113, 119
I
identified: 21, 137
identities: 125
identity: 10, 92, 127-128, 138
iframe: 153
implement: 30, 87, 90-91, 103, 112, 128, 159
import: 84-85, 94, 125, 148
indicators: 106
ingestion: 21-22, 30, 32, 108, 110, 116-117, 137, 157
inherent: 6
inputs: 123, 152
insert: 19, 70
insights: 2, 4-5, 7, 9, 17, 22-23, 28-29, 31-32, 65, 67-68, 86, 97, 103, 105-109, 119, 126, 128, 131, 134-136, 138, 154, 157, 159-160
installed: 9-10, 91, 110, 136
instance: 4, 6-7, 13-15, 17, 23, 95, 97, 107-108, 111, 115, 127-128, 134, 143-144, 149-150
integrate: 60-61, 89, 92-93, 119, 136-137, 149, 159
integrated: 32, 41, 65, 69, 117
interface: 8, 18, 41, 68, 93-94, 119, 149
J
jupyter: 94-95, 145
justify: 139
K
kubelet: 151
kubernetes: 13, 95, 141-142, 149-151
L
labels: 6, 70
language: 29, 31, 55-56, 58, 92, 108
layout: 154-155
learning: 2, 6-8, 10, 13, 16-17, 23, 26, 28-32, 65, 67, 70, 89-99, 101, 103, 112, 125, 131, 138, 141-143, 146-151, 154, 157-160
license: 72, 124
lifecycle: 30
linked: 28, 52-53, 60, 72-74, 76, 83, 96, 120-122, 159
logical: 14, 60
logically: 13
logistic: 5
low-code: 94
M
machine: 2, 6-7, 10, 13, 15-17, 23, 26, 28, 30-32, 65, 67-68, 83, 85, 89-101, 103, 112, 125, 138, 141-143, 146-151, 154, 157-159
manage: 11, 18, 22, 28-29, 43, 50, 72, 115, 117, 119-120, 124, 127-128, 136, 141, 150-151, 160
manager: 110, 147, 150
manual: 22, 127
market: 1, 4-5, 16, 117, 119
master: 13, 143, 151
masterkey: 143
mechanism: 15-16, 25, 69, 94, 115, 136, 141, 151
megabytes: 68
metadata: 20
method: 41-42, 83
microsoft: 2, 4, 7-18, 20-22, 26, 28, 30, 67-68, 89-90, 92-94, 105, 112, 114-115, 118-119, 126, 128, 131-132, 138-139, 143, 147, 150-151, 157-160
migrating: 7
migration: 14
mobile: 1, 4, 8, 14, 19, 25, 69-70, 89, 91-92, 106-107, 142
modeling: 2, 21, 23, 72, 129, 154
models: 5, 7, 15-16, 18, 28, 32, 71, 89-95, 100, 112, 114, 125, 138, 141-142, 145-147, 149-151, 159
modern: 2, 4, 7, 15-18, 20-22, 26, 32-33, 67, 70, 94-96, 105, 119, 158-160
mongodb: 10, 20, 144-146
monitor: 5, 8, 64-65, 71, 94, 112, 127-128, 147, 151, 154
monitoring: 3, 22, 30, 65, 107, 115, 130, 136-137, 151, 154-155
multitude: 117, 157
mysynws: 35, 41
N
namespace: 152
namespaces: 116
native: 69, 115, 118, 120, 125, 138-139, 141, 147, 151
navigate: 7
navigation: 7
navigator: 84
network: 5, 11, 69, 107, 118-119, 128, 149
networking: 3, 15, 38-39
networks: 11, 14
niaairport: 143, 151-152
no-code: 94
northern: 132
notebook: 53-56, 58, 60-61, 93, 118, 143
number: 2, 20, 49, 87, 96, 109-110, 126-128, 133-134, 136, 146, 154
numbered: 113, 140
nutshell: 6, 28
nytaxiblob: 47
O
object: 91-92
on-demand: 68, 158-159
openrowset: 77
operating: 92
operation: 132
optimize: 31, 106, 135, 146
output: 6-7, 48
overview: 90, 98
P
package: 141
packaging: 141
parallel: 111, 117
parameter: 5, 150
parking: 136, 140-141
parquet: 77
passengers: 49, 106, 132-138, 141-142, 144-146, 148, 154-155
password: 38, 122
pattern: 6-7, 11, 18, 22, 130
perform: 10, 13, 19, 22-23, 26, 29-30, 32, 56, 60, 64, 68, 70-72, 85, 89, 93, 96, 157-159
petabytes: 4, 12, 14, 16
pipeline: 2, 4, 7, 17, 21-23, 29-30, 32-33, 60-61, 64-65, 89, 93, 96, 99-100, 102, 129-131, 146-147, 151, 155-156
platform: 2, 4, 9-11, 23, 26, 29-30, 67-68, 70, 96, 111-112, 117, 119, 124, 128, 132, 136, 138, 140, 142-144, 156, 158
policies: 14, 71, 135, 150
popular: 3, 17, 89, 143
portable: 93, 95
portal: 34, 41, 71, 97, 119, 142, 152, 154
powerbi: 88
pre-built: 119, 137
premium: 114, 125
preview: 76
privacy: 11
private: 11, 14, 118
procedures: 136, 156
process: 4, 8, 16, 18, 22-23, 32, 67, 91, 107, 109, 131, 137, 142, 146-147, 157, 159
processing: 2, 4, 8, 10, 13, 16, 23, 29, 32-33, 67, 70, 90, 92, 107, 111, 113, 116-117, 120, 137, 159
production: 13-14
products: 1-2, 4, 6-7, 9-10, 14-15, 21-22, 24, 26, 29, 67, 93, 106-107, 110-111, 117, 126, 129-130
profile: 110-111, 129
program: 6, 106, 110
prompt: 77, 83
properties: 78, 120-122, 150, 153, 160
protect: 8, 11, 30, 71, 118, 127, 135
protocol: 22
prototype: 16
provider: 2, 15-16, 18, 22, 35, 138-139
provision: 15, 33, 43, 50, 60, 65, 71, 151, 158-159
public: 11, 14, 77, 91, 111, 129, 154-155
pyspark: 55-56, 58
python: 9, 31, 55-56, 58, 94, 118, 143, 148
pytorch: 94, 143, 147
Q
quality: 4-5, 109, 114, 127, 131-132, 146
queries: 23, 31, 59-60, 70-72, 114, 117, 145-146, 158
queues: 110, 132-135, 155
quickstart: 34, 36
quotechar: 121
R
raising: 131
ranchers: 3
real-time: 8, 17, 21, 23, 65, 95, 103, 105-106, 108-110, 130-131, 136-137, 145, 154-155, 157, 159
record: 5, 19, 107, 139, 145
recovery: 18, 30, 149
reference: 85, 121, 146, 148
region: 13, 35, 70, 77, 86
regions: 12, 14, 24, 77, 112, 119, 125, 149
register: 35, 148
registered: 19, 35
reporting: 71-72, 107-108, 124, 152
reports: 23, 25, 67-72, 77, 96, 103, 107, 112-114, 124-126, 133-135, 142, 152
repository: 5, 11, 16, 91, 100
requests: 11, 13, 65, 124
resources: 11-15, 27-28, 30, 44, 59-60, 103, 132, 134, 136, 138, 147, 150, 158, 160
results: 5, 8, 18, 20, 29, 32, 34, 50, 54, 56-57, 60, 81, 90, 112, 130, 141, 145
resultset: 65
retail: 2, 9, 92, 96, 106, 132-133, 139, 155
robust: 4, 9, 16, 71-72
runtime: 117, 120, 122, 140-141
S
sandbox: 115-116
scalable: 4, 17, 21, 67, 70-71, 111, 117, 137, 140, 154, 156, 160
scaling: 5, 12-13, 15, 26, 71
scanning: 155
schema: 18-19, 23, 118, 120-122
screen: 84
script: 11, 45-48, 60, 76-78, 80
search: 3, 34, 72, 92, 97
section: 4, 17-18, 29, 33, 41, 43, 54, 56, 60, 64, 71-72, 74, 78-79, 82, 86-87, 89, 98, 126, 146, 158, 160
secure: 22, 70, 111, 116, 127, 140, 154, 156
security: 11, 30, 37-38, 65, 69-71, 95, 115, 118-119, 122, 125-128, 133, 135, 138, 147, 149, 151
segments: 113, 140
select: 34, 43, 45, 48-50, 52-54, 56, 58, 60-62, 64, 70, 76-77, 80-81, 84, 101, 123, 145, 152
selector: 86
serverless: 28, 31, 50, 59-60, 65, 74, 91, 126, 131, 158-159
servername: 122
servers: 14-15, 107, 113, 126, 128, 144
service: 1-2, 7, 9-11, 13-16, 22-23, 28, 31-32, 65, 68-69, 73-74, 89, 91-92, 96, 110, 114, 117, 119-122, 124, 127-128, 132, 134, 137, 139, 141-142, 145, 148, 150, 152, 157-158, 160
services: 3-5, 7, 9-18, 20, 22, 24, 28-30, 32-34, 67, 69, 71-72, 89-90, 92-93, 95, 105-106, 109, 112, 114-115, 117, 122, 125-128, 131-132, 137-139, 142, 147, 149, 151, 154, 159-160
sessions: 142
setting: 7-8, 15, 74, 92, 101
shared: 71, 130
snippet: 121-123, 143, 145-146, 148, 151
software: 1, 9, 28, 68, 93-94, 124, 139
solution: 9-10, 14, 18, 33, 106, 110, 112-114, 117, 126-129, 132-138, 140, 154, 156, 158, 160
sources: 1, 4-5, 14, 16, 18-23, 28-29, 32, 52, 68, 70-71, 84-85, 94, 96, 108-111, 114-115, 119, 125, 128-130, 134-137, 140, 144, 154-155, 157, 159
splunk: 107
sqlpool: 44-45, 48, 54-55, 58
sqlquery: 145
stamps: 19-20
standard: 114, 149-150
statement: 47, 77, 135
storage: 6, 10, 15, 18-19, 21-22, 30, 32, 36-37, 47, 59-60, 69, 76, 97, 111, 113-116, 120-121, 123, 125, 128, 137, 140-141, 144-145, 148
stored: 5, 17-18, 22-23, 71, 84-85, 108, 110, 112, 115-116, 122, 137, 141-142
stores: 106, 108-111, 125, 144-145
strategies: 157
stream: 20, 141
streaming: 114, 136-137, 140-141
streamline: 131, 146
string: 21
structure: 4
structured: 4-5, 13, 18-23, 68, 70, 107-109, 111, 113, 115, 140-141, 157
studio: 7, 16, 27-28, 33, 41-43, 45, 48, 50, 52, 54, 56, 58, 60-61, 64-65, 67, 71-72, 74, 79, 82, 89, 93-95, 98-99, 118, 151, 157-158
subset: 6
support: 4, 11, 14, 17, 19, 21, 28, 31-32, 65, 69, 91-92, 95, 118, 126-127, 138, 147, 151, 154
synapse: 4, 9-11, 14-17, 22-23, 26-39, 41-43, 45, 48, 50, 52, 54, 56, 58-61, 64-65, 67, 70-77, 79, 82-83, 89, 91, 93-96, 103, 106, 113-115, 117-123, 128-129, 138-139, 141-143, 147, 150, 157-160
syntax: 158
system: 5, 18-21, 36, 92-93, 110, 114, 127-128, 136, 138
T
tableau: 24, 118
tablename: 123
tables: 21, 48, 69, 125
tabular: 107, 115
taxamount: 47
taxitrip: 46-49, 55-56
technical: 13, 69, 106-107, 110, 112, 132, 134, 136
technology: 3, 8-9, 20, 159
tensorflow: 89, 91, 94, 143, 147
terabytes: 4-5, 12, 14-15, 108
testing: 9, 14, 112, 127, 155
toolkit: 160
traffic: 5, 7, 96, 136, 140-141, 144, 151, 154-155
training: 21, 23, 91-92, 100, 112, 124, 146-147
transfer: 22-23, 69, 76, 124, 144
transform: 19, 23, 29, 89, 92, 109, 115, 119, 124, 141, 143
transit: 5, 115
translate: 92-93
trigger: 62-64, 101, 113, 128, 149, 151
U
unified: 27-28, 30, 65, 67, 70-71, 96, 103, 117, 142, 157-158, 160
update: 85, 134, 145
username: 122
V
validate: 16, 107, 110, 114, 146
validation: 127, 146, 154
valuable: 4, 107-108
varchar: 46-47
variable: 6, 13
variety: 4, 93, 95, 107, 111, 124, 137
version: 119, 146, 148, 150
virtual: 9, 11, 13-14, 89, 93, 100-101, 118, 128, 135, 139, 151
visualize: 24, 41, 57, 67-69, 72, 89, 102, 124, 128, 157, 159
W
warehouse: 2, 4, 7, 15-18, 22-23, 26-31, 33, 65, 67, 70-71, 94-96, 105, 107, 114, 117-119, 135, 157-160
windows: 9, 47, 67-68, 72, 77-78, 83, 91, 93, 120, 122, 138
workloads: 7, 13, 31, 143, 151, 156, 160
workshop: 107
workspace: 25, 27, 32-38, 41-43, 65, 69-75, 77, 79, 82, 85-86, 88-89, 92-94, 96-98, 148, 158
Z
zipped: 115
zoning: 116