Index
A
Access control lists (ACLs)
Active Directory (AD)
Active Directory Federated Services (ADFS)
Agile methodology
Air gapping
Amazon Web Service (AWS)
Apache server
Application development (AppDev)
Application Performance Management (APM)
Application programming interface (API) layer
Artificial Intelligence (AI)
algorithm
bots
face detection
MT
object recognition
principles
science fiction
speaker recognition
speech to text
technologies
text analytics, sentiment
text to speech
Automated machine learning (Auto ML)
Azure Databricks workspace
cluster creation
hyperparameters
import files
installation
Autoscaling
Azure
account roles/limits/descriptions
compliance certifications
cost management
Cost Management + Billing
resource group
service
subscription
Azure Active Directory (AAD)
Azure AD Domain Services (AAD DS)
Azure Application Gateway (AppGW)
Azure Availability Zones
Azure-based integration runtime
Azure boards
development life cycle
Kanban
NuGet package
production management
quality assurance
Azure cloud-native networking services
Azure cloud training
continuous deployment
features
online/classroom
online publishers
online training programs
registration
roles
Azure Container Instance (ACI)
Azure Cosmos DB
Azure portal
Bot conversation
database service
IoT
retail space
web/social media
deploy
geo-replication
MongoDB API
tracked conversation
Azure Database Migration Service (DMS)
definition
deploying
DMA
migration activity
target database sources
Azure Databricks
Azure Data Factory (ADF)
authoring workspace
cloning
copy data pipeline, creating
data pipeline or flow
dataset and link services
datasets
installation
linked services
on-premises data sources
pipeline, multiple activities
Publish all button
resources
triggers
use
Azure Data Lake Store (ADLS)
Azure data services
Azure DDoS (distributed denial of service) protection
Azure DevOps
Azure Edge VM
Azure Files
net use command
on-premises networks
SMB 3.0 protocol
Azure Government
Azure Hybrid Benefit (AHB)
SQL Server
Windows Server
Azure Hybrid Use Benefit (AHUB)
Azure Information Protection
Azure Key Vault
Azure Kubernetes Service (AKS)
Cloud Shell, portal
cluster
definition
external-IP Address
monitoring/troubleshooting
versions
Windows Preview feature
YAML file
Azure Migrate
Azure networking
Azure pipelines
anatomy
CI/CD
move/select
task, in build stage
trigger kicks off
verbose log
Visual Studio Team Explorer
Azure Queue Storage
Azure Repos, continuous integration and continuous delivery (CI/CD)
authentication
Clone button
fundamental concepts
GitHub
importing Git
personal access tokens
repository
SeeRepository operations, CI/CD
Azure Resource Manager (ARM)
Azure Resource Manager (ARM) templates
AAD
definition
design areas
GitHub
object types
variables
Visual Studio Code installation
Azure role-based access control (RBAC)
Azure Security Center (ASC)
administrators
Baric layer
benefits
challenges
dashboard
JIT VM access configuration
network topology
NSG/Firewalls
policies
security updates
Azure Service Manager (ASM)
Azure Site Recovery (ASR)
backup service
capabilities
costs
Dedicated Hosts
definition
failover
predefined replication
protection
scale sets
Azure’s pricing calculator
costs
Microsoft Customer agreement
right cloud/region
services
Azure SQL Database
deployment models
deployment options
DTU purchasing models
elastic pools
firewall configuration
IP address
resource
SSMS
tuning/monitoring
automatic tuning
Autopilot
Hammer DB connection
load testing
Performance overview
query level
test environment
tpcc database
Azure SQL Managed Instance
Azure Storage Explorer
definition
vs. databases
download page
portal view
Azure Traffic Manager
configuration settings
DNS
portal
requirements
URL
Azure Virtual WAN
classic hub/spoke topology
concentrator
configuration
scale units
spokes
supports
traffic flows
Azure VMware Solutions (AVS)
B
Binary Large Objects (BLOB)
Blob storage
deployment process
ARM
Azure Data Lake Services
container
soft delete
structure/relationship
subscription
GRS
LRS
SFTP/FTP client
storage
VHD
Border Gateway Protocol (BGP)
Bot Framework Emulator
adding remote endpoint
configuring ngrok
download and extract ngrok
embed code
GitHub repo
Joe (bot)
port 3978
testing
Web chat channel
Branches, /CD
Azure Repos
bot-widget
clone project
folder
merge, master
output window
release
remotes/origin
Business continuity/disaster recovery (BC/DR)
C
Capital expenditure (CapEx)
Cirtual networks (VNets)
Classless Inter-Domain Routing (CIDR)
Cloud-based application development
Cloud computing
Cloud economics
assessment tools
CapEx
definition
OpEx
Cloud engineer toolkit
Powreshell
macOS
Windows OS
VS code
download
macOS
Windows OS
Cloud-native Azure Application Gateway
Cloud service providers (CSPs)
Clustering
Cognitive science
Cognitive services
Bing search
capabilities
language
models
speech
vision
COG services
bots
Contact.aspx page
exciting applications
feedback
information
JSON response
negative sentiment
NuGet packages
QnA Maker
Quick Start pane
sentiment analysis capabilities
subscription/sign up
text sentiment API
Colocation hosting
Command-line interface (CLI)
Commercial off-the-shelf (COTS)
Conditional access (CA)
Connectivity providers
Containers
AKS
Azure
Docker images /Azure container registry
IaaS virtualization
virtualization technology
Content delivery network (CDN)
Content management system (CMS)
Continuous integration and continuous delivery (CI/CD)
Continuous integration and continuous delivery (CI/CD), DevOps
agile deployment
planning, collaboration and workflow
predictability/repeatability
provision demo content
SDLC
TFS
Continuous operations or Continuity of Operations (COOP)
Convolutional neural networks (CNNs)
Cost and Usage Reports (CUR)
Cyber Defense Operations Center (CDOC)
Cybersecurity
D
Data
channel 2D array
image
image augmentation
NumPy array
tensor
Data as a service (DaaS)
Database Migration Assistant (DMA)
Database Migration Service (DMS)
Data drift
Data engineering
big data/modern storage
data estate
modern data platform strategies
modern data warehouse, ELT vs. ETL
Data Migration Assistant (DMA)
WideWorldImporters database
Azure migrate
definition
generating reports
migration database
set up a lab
uploading assessment report
Data science process
data drift
data scientist
DSVM
Jupyter notebooks
log in, JupyterHub
Python code, manipulate an image
Python coding
RGB
steps and resources
transformation type
upload button
virtual machine
Data Science Virtual Machine (DSVM)
Data trends
analysis
data types/volume
PaaS
platform as service
roles
Digital transformation
Dimensionality reduction
Disaster recovery as a service (DRaaS)
Distributed denial of service (DDoS)
Domain Name System (DNS)
E
Elastic pools
ExpressRoute
connectivity providers
data plans
definition
direct
Global Reach
SeeExpressRoute Global Reach
Layer 2
Layer 3
meet-me locations
Microsoft updates
network changes
peering locations
peering topology
peering types
ports
premium
ExpressRoute Global Reach
definition
implementation
WAN
SeeAzure Virtual WAN
Extended Security Updates (ESU)
Extract-load-transform (ELT)
Extract-transform-load (ETL)
F
Field-programmable gate array (FPGA)
File Transfer Protocol (FTP)
First in, first out (FIFO)
Force-tunneling
Future features and releases, building
creating and pushing
GitHub, DevOps or Git repo
web application
G
General Data Protection Regulation (GDPR)
Geo-redundant storage (GRS)
GitHub
Azure DevOps
commit projects
standard implementation
subscription access models
web-based management platform
working copies
Global Traffic Management (GTM)
Graphical user interface (GUI)
Group policies (GPO)
Gateway subnet
H
Hadoop Distributed File System (HDFS)
Hard disk drives (HDD)
HashiCorp Configuration Language (HCL)
HashiCorp Terraform
Azure cloud shell
commands
configuration
definition
directories
installation procedures
integrated command-line terminal
OSS edition
provider
Visual Studio Code extension
Hierarchical namespace (HNS)
High availability (HA)
High-performance computing (HPC)
Histogram of oriented gradients (HOG)
Hybrid datacenter
definition
networking
private clouds
public clouds
Hybrid networking connectivity types
Hyperconverged infrastructure (HCI)
I
Identity and access management
AAD
AAD DS
Azure AD Hybrid ID cloud service
hybrid identity
third-party verification
user accounts
Identity and access management (IAM)
Identity and access management as a service (IDaaS)
Independent software vendor (ISV)
Inference/scoring
Infrastructure as a service (IaaS)
consumer’s ability
networking
SeeNetworking services
services
storage
SeeStorage services
VM
SeeVirtual machines (VMs)
Infrastructure as code (IaC)
App services
architecting business support
ARM templates
Azure Blueprints
Azure services
CI/CD
drift
deploying code
example
HashiCorp Terraform
in-house customized solutions
ITSM activity
JSON templates
library
pricing tier
SDN
security blueprint
tools
troubleshooting
VNets code
Intelligent Application Gateway (IAG)
Internet connectivity
Internet Information Services (IIS) server
Internet Key Exchange (IKE)
Internet of Things (IoT)
edge modules
internet interconnected ecosystem
MXChip IoT DevKit
NVIDIA Jetson Nano
Internet Protocol (IP)
Internet Protocol Security (IPsec)
IT service management (ITSM) activity
J
JavaScript Object Notation (JSON)
Just-in-time (JIT)
K
Kanban board
L
Language Understanding (LUIS)
Line of business (LoB)
Locally redundant storage (LRS)
Log Analytics
Logistic regression classifier
Long-short term memory algorithm (LSTM)
M
Machine learning (ML)
ACI
automated
Azure portal 1
classical programming
cloud-based environment
clustering
config.json configuration file
data
data science and statistical methods
deployment paradigms
dimensionality reduction
held-out/test dataset
image classification, neural network
Learning Studio
neural network
paradigms
Python Jupyter kernel
PyTorch
PyTorch/TensorFlow
register model
reinforcement learning
rule-based learning vs. common type
SDK
semi-supervised learning
Studio (classic)
supervised learning
taxonomy
terminal window
track training
training model
unsupervised learning
Message Passing Interface (MPI)
Microsoft Azure
geographic boundaries
GitHub location
guidance and configuration
SDLC
Security
SeeSecurity
terminology
Microsoft Digital Crimes Unit (DCU)
Microsoft Group Policy Object (GPO)
Microsoft Management Agent (MMA)
ML Databricks features (MLlib)
Mobile device management (MDM)
Modern Data Warehouse
Monitoring health
alerts
Application Insights
Azure Advisor
Azure Monitor
Azure portal
Azure Resource Health
Azure Service Health
Boot Diagnostics
dynamic thresholds
noise
OS diagnostics data
Multifactor authentication (MFA)
Multiprotocol Label Switching (MPLS)
N
National Institute of Standards and Technology (NIST)
Network address translation (NAT)
Network-attached storage (NAS)
Networking services
application layer
CDN
DDoS protection
ExpressRoute
Firewall
Front Door
Internet Analyzer
Load Balancer
Traffic Balancer
types
virtual network
VPN gateway
Network interface cards (NIC)
Network Performance Monitor (NPM)
dashboard
ExpressRoute monitor
monitoring ExpressRoute layer 3
performance monitor
service connectivity monitor
traffic analysis
Network security group (NSG)
Network virtual appliances (NVA)
Network Watcher
Neural networks
architectures
CNNs
deep reinforcement learning
Feedforward
RNNs
NuGet package
NumPy array
O
Online Analytical Processing (OLAP)
Online Transaction Processing (OLTP)
Open Systems Interconnection (OSI) model
Open Web Application Security Project (OWASP)
Operating expenses (OpEx)
Operating system environment (OSE)
Optical character recognition (OCR)
Out-of-box experience (OOBE)
P
PartitionKey (PK)
Personally identifiable information (PII)
Petabytes (PB)
Platform as a service (PaaS)
Azure private link
Azure Virtual Network service endpoints
batch job
CDN
database services
DNS
DNS routing client
layer of abstraction
Private Link
slots, Azure Web apps
App Service Plan
Azure portal
created staging web app
Default.aspx
problems
user acceptance testing and QA
Traffic Manager
Web Apps
Point of presence (POP)
Point-to-Site (P2S)
Port address translation (PAT)
Privileged identity management (PIM)
Proximity placement groups
benchmarking
creation
features
tool options
virtual machines vs. pinging Bing.com
Q
Queues
communication protocol
creating/setting message options
messaging methods
R
Read-access geo-redundant storage (RA-GRS)
Recovery point objective (RPO)
Recovery time objective (RTO)
Recurrent neural networks (RNNs)
Redundant array of inexpensive disks (RAID)
Reinforcement learning
Repository operations, CI/CD
Branches
SeeBranches, CI/CD
commits
goal
Reserved Instances (RIs)
Return of investment (ROI)
Role-based access control (RBAC)
RowKeys (RK)
S
Secure Development Lifecycle (SDL)
Secure Socket Layer (SSL)
Security
architecture
Azure cloud-layered
bastion server
cloud identity
features
jump server
life cycle
lift/shift workflow
penetration testing
Sentinel
TCP/IP protocols
Security Account Manager (SAM)
Security Integration Event Management (SIEM)
Security/monitoring
Microsoft Trust Center
NIST
responsibility matrix
security principles
Security triad
availability
confidentiality
integrity
Self-hosted integration runtime (IR)
Self-Service Password Reset (SSPR)
SentimentAnalysisExample() function
Service-level agreement (SLAs)
Shared access signature (SAS)
Site-to-Site (S2S)
Software as a service (SaaS)
Software Assurance (SA)
Software Automatic Mouth (SAM)
Software-defined networks (SDN)
Software-defined WAN (SDWAN)
Software development/deployment life cycle (SDLC)
Solid-state drives (SSD)
Spark
Auto ML
SeeAutomated machine learning (Auto ML)
Databricks
Hadoop Map Reduce
high-level architecture
scale-up vs. scale-out
SQL Server Management Studio (SSMS)
Stanford Question Answering Dataset (SQuAD)
Stateful packet inspection (SPI)
Storage account
Blob
SeeBlob storage
connection string
overview pane
queues
SeeQueues
tables
SeeTables
types
Storage area networks (SANs
Storage services
ADL
archive access tier
Blob storage
cool access tier
data box
ephemeral OS disks
explorer
files
hot access tier
managed disks
queue
RA-GRS
redundancy tiers
SSDs
Subject-matter experts (SMEs)
Support vector classifier (SVC)
Support vector machine (SVM)
System Center Configuration Manager (SCCM)
T
Tables
adding entity
Cosmos DB
GitHub repo
mandatory system
nonrelational, key/value pair storage system
PK/RK
schema-less vs. schema-enforced
structure
user-defined properties
Team Foundation Service (TFS)
Terabytes (TB)
Timestamps
Total cost of ownership (TCO)
Traditional ML
deep learning
epochs
HOG
loss function
object detector
supervised learning
SVC
Transfer learning
Transparent Data Encryption (TDE)
Transport Control Protocol (TCP)
Transport Layer Security (TLS)
U
Unified Access Gateway (UAG)
Universal Data Protocol (UDP)
User acceptance testing (UAT)
V
Version control software (VCS)
Virtual hard disk (VHD)
Virtual machine disks
Virtual machines (VMs)
Availability
SeeVM Availability
administrator
AVS
Azure Batch
Azure Service Fabric
costs
CycleCloud
hardware architectures
image builder
life cycle
memory-intensive workloads
monitoring
SeeMonitoring health
on-demand compute resources
operating system
Linux distributions
OSEs, not available
Windows
Security
SeeAzure Security Center (ASC)
Shared Image Gallery
troubleshooting
uploading custom images
workloads
Virtual network appliances (VNA)
Virtual Network (VNet)
application gateway
Azure Firewall Manager portal view
Azure Front Door service
Azure portal view
CIDR
layers
load balancers
OSI model
WAF
Visual Studio Code (VS Code)
VM Availability
DR
sets
zones
VPN connectivity
VPN gateway
W, X, Y
Web application firewall (WAF) service
Web apps
Authentication/Authorization pane
CMS
creation
custom domain, adding
.NET web application
HashiCorp’s Terraform
IIS or Apache server
information
performance monitoring
publishing
publish profile
URL
Z
Zero-trust security model
Zone-redundant storage (ZRS)
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