Prepare for the Azure Data Fundamentals Certification and pass!
?? Course developed by Andrew Brown of ExamPro. Check out the ExamPro YouTube channel: https://www.youtube.com/ExamProChannel
? ExamPro Cloud Obsessed Certification Training: https://www.exampro.co
?? Data Concepts
? (0:10:12) Auzre Core Data Related Services
? (0:14:55) Types of Cloud Computing
? (0:16:56) Azure Data Related Roles
? (0:18:42) Database Administrator Common tools
? (0:20:27) Data Engineering Common tools
? (0:21:43) Data Analyst Common tools
? (0:22:26) Data Overview
? (0:23:43) Introduction to Data
? (0:24:32) Data documents
? (0:25:30) Data sets
? (0:28:31) Data types
? (0:32:15) Schema vs Schemaless
? (0:34:09) Query and Querying
? (0:35:54) Batch vs Stream processing
? (0:38:30) Relational data
? (0:40:35) Relational data Relationships
? (0:42:07) Row store vs Column store
? (0:43:44) Database Index
? (0:45:05) Data Integegrity vs Data Corruption
? (0:47:11) Normalized vs Denomralized data
? (0:48:32) Pivot table
? (0:50:10) Strongly consistent vs Eventually consistent
? (0:51:33) Synchronus vs Asynchronous
? (0:53:29) Non relational data
? (0:54:29) Data source
? (0:55:41) Data store
? (0:56:32) Database
? (0:57:56) Data warehouse
? (0:59:39) Data mart
? (1:00:36) Data lakes
? (1:01:42) Data lakehouse
? (1:03:12) Data structures
? (1:04:02) Unstructured data
? (1:04:47) Semi structured
? (1:06:10) Semi structured Data Structures
? (1:07:16) Semi structure JSON
? (1:08:11) semi structure ORC
? (1:09:39) semi structure Parquets
? (1:10:35) semi structure AVRO
? (1:11:25) Structured Data
? (1:11:56) Data mining
? (1:13:02) Data mining methods
? (1:14:28) Data wrangling
? (1:15:31) Ddata modeling
? (1:17:18) ETL vs ELT
? (1:19:18) Data analytics
? (1:20:14) Key performance indicators KPI
? (1:21:23) Data Analytic Techniques
? (1:23:02) Microsoft One Drive
? (1:24:20) Microsoft Sharepoint
? (1:25:49) Data Core Concepts CheatSheet
?? Azure Synapse and Data Lake
? (1:33:36) Azure Synapse Analytics
? (1:35:26) Sypanse SQL and pools
? (1:37:19) Synapse Key Features
? (1:38:31) Azure Data Lake Gen 2
? (1:40:03) Polybase
? (1:40:50) Synapse ELT
? (1:41:51) Azure Data Lake Analytics
? (1:43:05) Azure Sypanse and Data Lakes CheatSheet
?? Account Storage
? (1:44:25) Azure Blob Storage
? (1:45:20) Azure Files
? (1:47:14) Azure Storage Accounts CheatSheet
?? Power BI
? (1:48:07) Business Intelligence
? (1:48:40) Power BI
? (1:51:29) Power BI Visualizations
? (1:53:13) Power BI Embedded
? (1:54:02) Power BI Interactive Reports
? (1:55:36) Power BI Service and Dashboards
? (1:56:47) Reports vs Dashboards
? (1:57:47) Paginated Reports
? (1:58:57) Power BI CheatSheet
?? Relational Databases
? (2:00:38) Structured Query Language
? (2:01:48) OLAP vs OLAP
? (2:03:14) Open Source Relational Databases
? (2:06:01) Read Replicas
? (2:07:10) Citus Postgres Hyperscale
? (2:08:03) Azure SQL Family
? (2:10:30) Elastic pools
? (2:11:45) Relational Databases CheatSheet
?? T SQL
? (2:14:12) T SQL
? (2:15:40) Data Defintion Language
? (2:16:43) Data Manipulation Language
? (2:18:02) Data Query Language
? (2:19:08) Data Control Language
? (2:19:36) Transaction Control Langauge
? (2:20:22) SQL Document Comparsions
? (2:21:10) T SQL CheatSheet
?? Database Security
? (2:22:01) Connectivity Architecture
? (2:23:13) Database Authentication
? (2:24:41) Network Connectivity
? (2:25:19) Azure Defender for SQL
? (2:25:54) Azure Database Server Firewalls
? (2:27:00) Always Encrypted
? (2:27:47) Role Based Access Controls
? (2:28:48) Transparent Data Encryption
? (2:29:49) Dynamic Data Masking
? (2:31:02) Private Links
? (2:31:57) Database Security Cheatsheet
?? Azure Tables Cosmos DB
? (2:34:13) Key Value Store
? (2:35:40) Document Store
? (2:36:33) Mongo DB
? (2:38:35) Graph Database
? (2:39:42) Apache Tinkerpop and Gremlin
? (2:41:23) Azure Tables
? (2:42:45) Azure Cosmos DB
? (2:44:40) Azure Table Account Storage vs Cosmos DB
? (2:46:39) Azure Tables and CosmosDB CheatSheet
?? Hadoop Systems
? (2:48:29) Apache Hadoop
? (2:49:57) Apache Kafka
? (2:50:53) HDInsights
? (2:52:05) Hadoop CheatSheet
?? Azure and Databricks
? (2:53:21) Apache Spark
? (2:55:04) Azure Databricks
? (2:57:16) Apache Spark and Databricks CheatSheet
?? ELT and SQL Tools
? (2:58:46) SQL Server Management Studio
? (2:59:37) SQL Server Data Tools
? (3:00:58) Azure Data Studio
? (3:01:48) Azure Data Factory
? (3:02:59) SQL Server Integration Services
? (3:04:08) ETL and SQL Tools CheatSheet
?? Follow Alongs
? (3:05:38) Install and Use Power BI
? (3:08:17) Launch Azure SQL and Use Data Studio
? (3:34:53) Use Azure SQL as data source in Power BI
? (3:44:20) Use SSMS to perform a query on Azure SQL
? (3:47:37) Create Blob and File storage
? (3:57:36) Explore CosmosDB various NoSQL engines
? (4:27:08) Create a ELT job from Azure SQL to Blob Storage
? (4:33:06) Explore Azure Databricks
? (4:39:49) Explore Azure Synapse Analytics
? (4:44:47) Cleanup
