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DataEngineering
Azure Data Engineering In English
Curriculum
28 Sections
578 Lessons
Lifetime
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1.Introduction
1
1.1
001. Introduction to Azure Data Engineering
20 Minutes
2.SQL
114
2.1
001- Overview
4 Minutes
2.2
History of SQL
1 Minute
2.3
SQL Introduction Notes
2.4
002- Install SQL Server 2025
8 Minutes
2.5
003.CreateAndDropDatabase
14 Minutes
2.6
SQL Server Hierarchy
1 Minute
2.7
CreateAndDropDatabase Notes
2.8
004.SystemDatabases
2 Minutes
2.9
SystemDatabases Notes
2.10
005.CreateAndDropTable
12 Minutes
2.11
CreateAndDropTable Notes
2.12
006.InsertDataInTable
17 Minutes
2.13
007.Select
5 Minutes
2.14
SQL Quiz 5 – Select
5 Minutes
5 Questions
2.15
008.InstallAdventureWorksSampleDB
2 Minutes
2.16
009.GetUniqueValues
9 Minutes
2.17
SQL Quiz 6 – Distinct
5 Minutes
4 Questions
2.18
010.SortData
12 Minutes
2.19
SQL Quiz 7 – Sort Data
6 Minutes
6 Questions
2.20
011.Comments
5 Minutes
2.21
012.FilterData
21 Minutes
2.22
SQL Quiz 8 -Filter
4 Minutes
4 Questions
2.23
013.FilterWithWildCharacters
10 Minutes
2.24
SQL Quiz 9 – Filter
3 Minutes
3 Questions
2.25
SQL Mega Quiz 1
10 Minutes
10 Questions
2.26
014.AggregateFunctions
14 Minutes
2.27
015.GroupingRows
8 Minutes
2.28
016.Select..Into
6 Minutes
2.29
017.CreateTableWithPrimaryKey
14 Minutes
2.30
018.CreateTableWithNOTNULLConstraint
5 Minutes
2.31
019.CreateTableWithUniqueConstraint
7 Minutes
2.32
020.CreateTableWithCheckConstraint
8 Minutes
2.33
021.CreateTableWithDefaultConstraint
4 Minutes
2.34
022.CreateTableWithAutoIncrement
6 Minutes
2.35
023.UpdateRowsInTable
10 Minutes
2.36
024.DeleteRowsFromTable
8 Minutes
2.37
025.StringFunctions-Part1
13 Minutes
2.38
026.StringFunctions-Part2
6 Minutes
2.39
027.Scenario-CombineNames
11 Minutes
2.40
028-Scenario-ExtractFirstAndLastNames
11 Minutes
2.41
029.DateTimeFunctions-Part1
8 Minutes
2.42
030.DateTimeFunctions-Part2
13 Minutes
2.43
031.DateTimeFunctions-Part3
5 Minutes
2.44
032.DataType-Part1-Integers
8 Minutes
2.45
033.DataTypes-Part2-ApproximateNumeric
7 Minutes
2.46
034.DataTypes-Part3-DateTime
2 Minutes
2.47
035.DataTypes-Part4-Strings
14 Minutes
2.48
036.DataTypes-Part5-Uniqueidentifier
5 Minutes
2.49
037.DataTypes-Part6-bit
3 Minutes
2.50
038.DataType Conversion
6 Minutes
2.51
039.Joins Part 1 – Introduction to joins
17 Minutes
2.52
040.Joins Part2- Using Joins
9 Minutes
2.53
041.Joins Part3- Join 3 tables
6 Minutes
2.54
042.Joins Part3- Using Expressions
5 Minutes
2.55
043.Joins Part4- Outer Joins
5 Minutes
2.56
044.Scenario-Joins Part 6 – Self Join
9 Minutes
2.57
045.FactAndDimensions
16 Minutes
2.58
046.IIF Function
10 Minutes
2.59
047.CASE
8 Minutes
2.60
048.IIF & CASE multiple conditions
8 Minutes
2.61
049.Scenario-Custom sorting
7 Minutes
2.62
50.UNION & UNION ALL-H
7 Minutes
2.63
051.INTERSECT
4 Minutes
2.64
052.EXCEPT
3 Minutes
2.65
053. Foreign key constraint
14 Minutes
2.66
054.Subquery-PART 1
2.67
055.Subquery-PART2-IN & NOT IN
5 Minutes
2.68
056.Subquery-PART3-Update
6 Minutes
2.69
057.Subquery-PART4-Derived Table
5 Minutes
2.70
058.Subquery-PART5-EXISTS, Correlated subquery
6 Minutes
2.71
059.Scenario-Subquery-PART6-Get contribution yearwise
7 Minutes
2.72
060. HAVING Clause
5 Minutes
2.73
061.TOP Clause
5 Minutes
2.74
062. Scenario- Get TOP & BOTTOM Products
5 Minutes
2.75
063.Window Functions-PART1-ROW_NUMBER
11 Minutes
2.76
064.Window Functions-PART2-RANK & DENSE_RANK
8 Minutes
2.77
065.Window Functions-PART3-LAG & LEAD
6 Minutes
2.78
066.Window Functions-PART4-FIRST_VALUE & LAST_VALUE
5 Minutes
2.79
067. SQL Classification
2 Minutes
2.80
068. ALTER TABLE -PART1- Columns
6 Minutes
2.81
069. ALTER TABLE -PART2- Constraints
7 Minutes
2.82
070. OFFSET
4 Minutes
2.83
071.COALESCE Function
6 Minutes
2.84
072.MERGE
14 Minutes
2.85
073.SCHEMA
12 Minutes
2.86
074. GROUP BY WITH ROLLUP
10 Minutes
2.87
075. GROUP BY WITH CUBE
3 Minutes
2.88
076.PIVOT
5 Minutes
2.89
077.UNPIVOT
5 Minutes
2.90
078.VIEWS
11 Minutes
2.91
079.CommonTableExpression-Part1-Introduction
9 Minutes
2.92
080.CommonTableExpression-PART2-MultiPart
6 Minutes
2.93
081.CommonTableExpression-PART3-Recursion
10 Minutes
2.94
082.Variables
9 Minutes
2.95
083.IF..ELSE
8 Minutes
2.96
084.WHILE LOOP
11 Minutes
2.97
085.TempTables
8 Minutes
2.98
086.StoredProcedures
14 Minutes
2.99
087.Converting a table to JSON
10 Minutes
2.100
088.CreatingNestedJSONOutput
6 Minutes
2.101
089.outputClause
11 Minutes
2.102
090.SlowlyChangingDimensions
19 Minutes
2.103
091.Indexes-Part1(ClusteredIndex)
19 Minutes
2.104
092.Indexes-Part2(NonClusteredIndex)
22 Minutes
2.105
093.Indexes-Part3(Theory)
22 Minutes
2.106
094.Indexes-Part4(IndexSeek)
14 Minutes
2.107
095. Delete and Update on CASCASE
3 Minutes
2.108
096. String_agg and String_split functions
4 Minutes
2.109
097. Creating Functions
8 Minutes
2.110
098. Cross apply and Outer apply
4 Minutes
2.111
099. Quotename function
7 Minutes
2.112
100. sp_executesql
6 Minutes
2.113
101. SQL Injection
6 Minutes
2.114
102. Dynamic Pivot
9 Minutes
3.SQL Scenarios
21
3.1
001.Find Average
3 Minutes
3.2
002.JoinsChallenge
7 Minutes
3.3
003.IdentifyAndDeleteDuplicates
10 Minutes
3.4
004.CustomMerging
13 Minutes
3.5
005.MissingData-FindMissingDepartments
9 Minutes
3.6
006.Find2ndLargestSalary
6 Minutes
3.7
007.2ndLargestSalaryInEachDepartment
3 Minutes
3.8
008.RowNumbering
3 Minutes
3.9
009.FindAlternateRows
5 Minutes
3.10
010.Palindrome
3 Minutes
3.11
011.FindDuplicateEmails
4 Minutes
3.12
012.UpdateCorrectGender
2 Minutes
3.13
013.TransformStudentInfo
11 Minutes
3.14
014.DefectClassification
5 Minutes
3.15
015.DailyRunningTotal
5 Minutes
3.16
016.MTDTotal
5 Minutes
3.17
017.QTDTotal
6 Minutes
3.18
018.YTDTotal
6 Minutes
3.19
019.PreviousYearSalesAndYOYGrowth
10 Minutes
3.20
020.3 month moving sum
6 Minutes
3.21
021.ArrangeRowsInAlternateWay
10 Minutes
4.DataWarehousing
7
4.1
001.Introduction to DataWarehousing
10 Minutes
4.2
002.DataLoads
4 Minutes
4.3
003.StorageLayoutModels
6 Minutes
4.4
004.RobinRoundDistribution
3 Minutes
4.5
005.HashDistribution
5 Minutes
4.6
006.ACID Properties
11 Minutes
4.7
007.Normalization
14 Minutes
5.Azure
9
5.1
001.CloudComputing
5 Minutes
5.2
002.CloudProviders
3 Minutes
5.3
003.AzureIntroduction
5 Minutes
5.4
004.CreateAzureTrialAccount
5 Minutes
5.5
005.GettingStartedWithAzure
6 Minutes
5.6
006.CreateDataLake
9 Minutes
5.7
007.CreateAzureSQLServerAndDatabase
16 Minutes
5.8
008.CreateDataFactory
5 Minutes
5.9
009.UpgradeToPay-as-you-go
5 Minutes
The Data Factory Story!
4
6.1
Episode 1: The beginning
11 Minutes
6.2
Episode 2: Getting started with data factory
18 Minutes
6.3
Episode 3 : Activities
16 Minutes
6.4
Episode 4 : Load Types
12 Minutes
6.Azure Data Factory
76
7.1
001.Introduction
7 Minutes
7.2
002.CopyDataWithinDatalake
19 Minutes
7.3
003.CopyEntireFolder_SpecificFiles
14 Minutes
7.4
004.CopydatafromADLStoSQLDB_viceversa
12 Minutes
7.5
005.CopyDataAdditionalColumns
6 Minutes
7.6
006.SetVariableActivity
10 Minutes
7.7
007.Copyfilesintimeframe
12 Minutes
7.8
008.GetMetaDataActivity
11 Minutes
7.9
009.ForEachActivity
18 Minutes
7.10
010.CopyEachFiletoNewtable
25 Minutes
7.11
011.Truncate&load
8 Minutes
7.12
012.Copydatawithupsert
4 Minutes
7.13
013.AppendVariableActivity
6 Minutes
7.14
014.UsingSQLQueriesInCopyDataActivity
7 Minutes
7.15
015.ColumnMappingInCopyDataActivity
7 Minutes
7.16
016.DeleteActivity
5 Minutes
7.17
017.CopyDataWithStoredProcedure
10 Minutes
7.18
018.StoredProcedureActivity
9 Minutes
7.19
019.LookupActivity
5 Minutes
7.20
020.FilterActivity
5 Minutes
7.21
021.IFActivity
5 Minutes
7.22
022. SwitchActivity
6 Minutes
7.23
023.ScriptActivity
4 Minutes
7.24
024.ValidationActivity
6 Minutes
7.25
025.ConvertCSVtoJSON
6 Minutes
7.26
026.CopyJSONtoSQLDB
12 Minutes
7.27
027.ExecutePipelineActivity
6 Minutes
7.28
028.CopyDataIfFileExists
9 Minutes
7.29
029.ParametersVsVariables
3 Minutes
7.30
030.DeleteBlankFiles
19 Minutes
7.31
031.CopyHeaderLessCSV
11 Minutes
7.32
032. RetryLogic
13 Minutes
7.33
033.CopyBehavior
12 Minutes
7.34
034.MaxRowsPerFile
4 Minutes
7.35
035.SplitDataSingleCriteria
20 Minutes
7.36
036.SplitDataMultipleCriteria
17 Minutes
7.37
037.ConsolidateDataFromMultipleFiles
13 Minutes
7.38
038.ConsolidateDataFromMutipleFolders
27 Minutes
7.39
039.CopyDataCustomMappings-SingleTable
21 Minutes
7.40
040.CopyDataCustomMappings-MultipleTables
19 Minutes
7.41
041.CopyDataPipeCharacter
5 Minutes
7.42
042.CopyDataQuoteCharacter
4 Minutes
7.43
043.IntroductionToDataFlows
17 Minutes
7.44
044.SelectTransformation
9 Minutes
7.45
045.SortTransformation
7 Minutes
7.46
046.FilterTransformation
5 Minutes
7.47
047.DerivedColumnTransformation
5 Minutes
7.48
048.ConditionalSplitTransformation
10 Minutes
7.49
049.CastTransformation
5 Minutes
7.50
050.SurrogateKeyTransformation
4 Minutes
7.51
051.AggregateTransformation
8 Minutes
7.52
052.PivotTransformation
6 Minutes
7.53
053.UnpivotTransformation
6 Minutes
7.54
054.RankTransformation
5 Minutes
7.55
055.WindowTransformation
9 Minutes
7.56
056.UnionTransformation
12 Minutes
7.57
057.LookupTransformation
8 Minutes
7.58
058.JoinTransformation
5 Minutes
7.59
059.ExistsTransformation
4 Minutes
7.60
060.FlattenTransformation
5 Minutes
7.61
061.ParseTransformation
8 Minutes
7.62
062.StringifyTransformation
5 Minutes
7.63
065.IntegrationRuntime
4 Minutes
7.64
066.InstallSelfHostedIntegrationRuntime
7 Minutes
7.65
067.CopyDataFromLocalToADLS
15 Minutes
7.66
068.CopyDataFromLocaltoAzureSQLDB
3 Minutes
7.67
069.CopyDataLocalSQLdbtoAzureSQLdb
7 Minutes
7.68
070.CopyDataLocalsqlDBtoAzureSQLdb
20 Minutes
7.69
071.UsingKeyVault
9 Minutes
7.70
072.ScheduleTrigger
11 Minutes
7.71
073.StorageEventTrigger
16 Minutes
7.72
075.CopyFilesOnBasisOfFileTypes
11 Minutes
7.73
076.IncrementalLoadFromADLStoSQLdbUsingStaging
7 Minutes
7.74
077.IncrementalLoadFromADLStoSQLdbUsingDataflow
11 Minutes
7.75
078.IncrementalLoadFromADLStoSQLdb-MultipleTablesUsingFileTimeStamp
30 Minutes
7.76
079.IncrementalLoadFromADLStoSQLdb-UsingHashFunction
10 Minutes
7.Introduction To Databricks
3
8.1
001.IntroductionToDatabricks
3 Minutes
8.2
002. Signup For Databricks Free Edition
6 Minutes
8.3
003.DatabricksPlatformOverview
11 Minutes
8.Python Programming
44
9.1
001.IntroductionAndInstallation
8 Minutes
9.2
Install VS Code
5 Minutes
9.3
002.print
10 Minutes
9.4
003.Variables
10 Minutes
9.5
004.Concatenate
4 Minutes
9.6
005.Interpolation
15 Minutes
9.7
006.If..else
12 Minutes
9.8
007.Input
5 Minutes
9.9
008.IF..ELIF..ELSE
6 Minutes
9.10
009.For..Loop
10 Minutes
9.11
010.While..Loop
6 Minutes
9.12
011.Break&Continue
7 Minutes
9.13
012.Lists-Part1-IntroductionAndIndexing
16 Minutes
9.14
013.Lists-Part2-Len,Existence&Loop
4 Minutes
9.15
014.Lists-Part 3 – Add&RemoveItems
11 Minutes
9.16
015.Lists-Part4-Count,Copy,Reverse&Sort
7 Minutes
9.17
016.Lists-Part5-UpdatingLists
4 Minutes
9.18
017.Set
9 Minutes
9.19
018.Tuple
3 Minutes
9.20
019.Dictionary
10 Minutes
9.21
020.Comments
5 Minutes
9.22
021.StringOperations-Part1
9 Minutes
9.23
022.StringOperations-Part2
10 Minutes
9.24
023.StringOperations-Part3
8 Minutes
9.25
024.ListComprehensions
17 Minutes
9.26
025.dir
3 Minutes
9.27
026.DateTime-Part1-datetimeModule
11 Minutes
9.28
027.DateTime-Part2-timedelta×tamp
6 Minutes
9.29
028.DateTime-Part3-monthdeltaModule
7 Minutes
9.30
029.DateTime-Part4-relativedeltaModule
10 Minutes
9.31
030.DateTime-Part5-Formatting
7 Minutes
9.32
031.ExceptionHandling
10 Minutes
9.33
032.None
3 Minutes
9.34
033.Random
4 Minutes
9.35
034.Functions-Part1-Introduction
11 Minutes
9.36
035.Functions-Part2-ScopeOfVariable
6 Minutes
9.37
036.Functions-Part3-Arguments
14 Minutes
9.38
037.Functions-Part4-DocStrings
4 Minutes
9.39
038.Lambda
4 Minutes
9.40
039.Map
10 Minutes
9.41
040.Reduce
5 Minutes
9.42
041.Recursion
18 Minutes
9.43
042.Generators
7 Minutes
9.44
043.Decorators
16 Minutes
9.PythonScenarios
13
10.1
001-GenerateAlphaNumericSeries
8 Minutes
10.2
001. Flatten List
5 Minutes
10.3
Quick Revision
1 Minute
10.4
002. Get Len Of Each Sublist In List
7 Minutes
10.5
Quick Revision
1 Minute
10.6
003. Get Common Items in 2 Lists
5 Minutes
10.7
Quick Revision
1 Minute
10.8
004.Sort Sublists In Order By Len
3 Minutes
10.9
Quick Revision
1 Minute
10.10
005. Find missing numbers in list
6 Minutes
10.11
Quick Revision
1 Minute
10.12
006. Zip and print elements in lists
4 Minutes
10.13
007. Python Scenarios
7 Minutes
10.BigDataFundamentals
6
11.1
001.IntroductionToBigData
6 Minutes
11.2
002.EvolutionOfBigData
14 Minutes
11.3
003.DistributedComputing
5 Minutes
11.4
004.Features
11 Minutes
11.5
005.HadoopEcosystem
7 Minutes
11.6
006.TypesOfProcessing
5 Minutes
11. New Databricks & Pyspark
62
12.1
Introduction
5 Minutes
12.2
001. Signup For Azure Databricks
8 Minutes
12.3
002. Introduction To Apache Spark
8 Minutes
12.4
003.Compute Types
17 Minutes
12.5
Quick Revision
1 Minute
12.6
004. Spark Core Components
6 Minutes
12.7
Quick Revision: Spark Core Components
1 Minute
12.8
005. Spark Architecture
16 Minutes
12.9
006. Databricks Assistant
6 Minutes
12.10
007. Create RDD from List
26 Minutes
12.11
008. Understanding RDD Partitions
16 Minutes
12.12
009. Managing RDD Partitions
17 Minutes
12.13
Heads up : Unity Catalog
1 Minute
12.14
010. Hive Metastore
4 Minutes
12.15
011. Unity Catalog
5 Minutes
12.16
012. Setting up Unity Catalog
36 Minutes
12.17
013. Introduction to Dataframes
6 Minutes
12.18
Quick Revision
1 Minute
12.19
014. Create DataFrame from RDD
6 Minutes
12.20
015. Create DataFrame from CSV
19 Minutes
12.21
016. Best Practices to Read CSV
8 Minutes
12.22
Common Dataframe Pyspark Transformations
1 Minute
12.23
017. Select Transformation
11 Minutes
12.24
018.UnderstandingSparkExecutionPlans
14 Minutes
12.25
019.DropColumns
6 Minutes
12.26
020.Add Or Modify Column
9 Minutes
12.27
021.Rename Columns
7 Minutes
12.28
022. Sort Data
6 Minutes
12.29
023. Filter Data
6 Minutes
12.30
024. Drop Duplicates
4 Minutes
12.31
025. Set operations
8 Minutes
12.32
026. Add Column On Basis Of Condition
8 Minutes
12.33
027. Aggregations
11 Minutes
12.34
028. Pivot and Unpivot
6 Minutes
12.35
029. Spark SQL
6 Minutes
12.36
030. Date Functions
3 Minutes
12.37
031. Window Functions
6 Minutes
12.38
032. Dbutils
7 Minutes
12.39
033. Widgets
5 Minutes
12.40
034. Write Modes In Dataframe
6 Minutes
12.41
035. Parquet File Format
9 Minutes
12.42
036. Read and write parquet files
8 Minutes
12.43
037. Understanding MaxPartitionBytes
6 Minutes
12.44
038. Introduction To Delta Format
5 Minutes
12.45
039. Managed and Unmanaged Tables
8 Minutes
12.46
040. Partitioning
8 Minutes
12.47
041. Bucketing
4 Minutes
12.48
042. Query Files Using SQL
2 Minutes
12.49
043. Joins
6 Minutes
12.50
044. Join Algorithms
10 Minutes
12.51
045. Optimizing SortMergeJoin
5 Minutes
12.52
046. Spark Memory Management
13 Minutes
12.53
047. Garbage Collection
22 Minutes
12.54
048. CPU Terminologies
7 Minutes
12.55
049. Resource Allocation
15 Minutes
12.56
050. Dynamic Allocation
6 Minutes
12.57
051. Serialization and Deserialization
5 Minutes
12.58
052. Cache and Persist
9 Minutes
12.59
053. Hash Functions
7 Minutes
12.60
054. JDBC
9 Minutes
12.61
055. Incremental Load ADLS to SQL db
7 Minutes
12.62
056. Incremental Load ADLS to SQL db Multiple Tables
7 Minutes
12.DeltaLake & Lakehouse
20
13.1
001.HistoryOfDataArchitectures
7 Minutes
13.2
002.IntroductionToDeltaLake
4 Minutes
13.3
003.ReadAndWriteDeltaFormat
5 Minutes
13.4
004.UnderstandingDeltaLog
14 Minutes
13.5
005.VersionHistoryAndTimeTravel
13 Minutes
13.6
006.CheckPointing
10 Minutes
13.7
007.CreateDeltaTable
6 Minutes
13.8
008.GeneratedColumns
3 Minutes
13.9
009.CreatePartitionedTable
3 Minutes
13.10
010.SchemaEvolution
8 Minutes
13.11
011.CopyInto
5 Minutes
13.12
012.Merge
3 Minutes
13.13
013.ColumnStatistics
6 Minutes
13.14
014-Optimize-Vaccum-Zorder
21 Minutes
13.15
015-LiquidClustering
12 Minutes
13.16
016-ChangeDataFeed
13 Minutes
13.17
017-ReorgTable
11 Minutes
13.18
018.DeletionVectors
15 Minutes
13.19
019.SCD-Type 1
10 Minutes
13.20
020.SCD-Type 2
21 Minutes
13.Databricks
14
14.1
001.HiveMetaStore
5 Minutes
14.2
002.IntroductionToUnityCatalog
5 Minutes
14.3
003.SettingUpUnityCatalog
36 Minutes
14.4
Managed Identity
1 Minute
14.5
004.CreateCatalog, Schema & Table
7 Minutes
14.6
005.Autoloader
23 Minutes
14.7
006.DataGovernanceOverview
14.8
007.ImplementingDataGovernanceUsingUnityCatalog
39 Minutes
14.9
008.LakehouseFederation
3 Minutes
14.10
009.LakehouseFederationForSQLServer
5 Minutes
14.11
010.CopyFilesOnBasisOfFileTypes
5 Minutes
14.12
011.VolumeInUnityCatalog
4 Minutes
14.13
012.IntroductionToDeltaLiveTables(DLT)
33 Minutes
14.14
013.DataQuality(Expectations)InDLT
12 Minutes
14.Spark Structured Streaming
9
15.1
001.Introduction
7 Minutes
15.2
002.ReadStream
6 Minutes
15.3
003.WriteStream
9 Minutes
15.4
004.OutputModes
15 Minutes
15.5
005.Sources&Sinks
4 Minutes
15.6
006.Triggers
6 Minutes
15.7
007.Joins
5 Minutes
15.8
008.StatefulVsStateless
17 Minutes
15.9
009.WindowOperations
17 Minutes
15.Azure Synapse Analytics
7
16.1
001.IntroductionToAzureSynapseAnalytics
4 Minutes
16.2
002.SQL Pools
2 Minutes
16.3
003.DedicatedSQLPool
13 Minutes
16.4
004.ServerlessSQLPool
7 Minutes
16.5
005.DistributionTypes
5 Minutes
16.6
006.ProvisionAzureSynapseAnalytics
8 Minutes
16.7
007.WorkingWithServerlessSQLPool
13 Minutes
16.Azure Devops
8
17.1
001.IntroductionToAzureDevops
3 Minutes
17.2
002.SignUpForAzureDevops
4 Minutes
17.3
003.CreatingRepository
6 Minutes
17.4
004.IntegrateDataFactoryWithAzureDevops
19 Minutes
17.5
005.IntegrateDatabricksWithAzureDevops
8 Minutes
17.6
006.SettingUpCICDForDataFactory
40 Minutes
17.7
007.SettingUpCICDForDatabricks
18 Minutes
17.8
008.LinkingKeyVaultToAzureDevops
9 Minutes
17.ProjectLifeCycle
2
18.1
ProjectLifeCycle
14 Minutes
18.2
DevelopmentPhases
7 Minutes
18.Data Structures & Algorithms
6
19.1
001.DSAIntroduction
5 Minutes
19.2
002.Logarithm
4 Minutes
19.3
003.ApproachTowardsProblemSolving
6 Minutes
19.4
004.ComplexityAndBigONotation
27 Minutes
19.5
005.LinearSearch
12 Minutes
19.6
006.BinarySearch
19 Minutes
19.Jira
9
20.1
001.IntroductionToJiraAndAgile
10 Minutes
20.2
002.Scrum
11 Minutes
20.3
003.JiraProjectTypes
2 Minutes
20.4
004.JiraSignUp
2 Minutes
20.5
005.CreatingScrumProject
20.6
006.CreatingBackLogVersionEpic
6 Minutes
20.7
007.CreatingUserStories
7 Minutes
20.8
008.CreatingSprint
6 Minutes
20.9
009.CreatingSubtasks
15 Minutes
20. Data Quality Project
35
21.1
001.Data Quality
12 Minutes
21.2
002.UnderstandingRequirements
8 Minutes
21.3
003.PurchaseDataModel
5 Minutes
21.4
004.SalesModel
1 Minute
21.5
005.HRModel
2 Minutes
21.6
006.ResourceSetUp
7 Minutes
21.7
007.GettingStartedWithAzureDevops
20 Minutes
21.8
008.UnderstandingDataSource
9 Minutes
21.9
009.GettingDatabricksReady
37 Minutes
21.10
010.DevelopingPurchaseModel-Part1
36 Minutes
21.11
011.DevelopingPurchaseModel-Part2
26 Minutes
21.12
012-TaskPlanning
12 Minutes
21.13
013.DevelopingPurchaseBronzeNotebooks
36 Minutes
21.14
Project Quiz 1
5 Minutes
5 Questions
21.15
Project Quiz 2
5 Minutes
5 Questions
21.16
Project Quiz 3
5 Minutes
5 Questions
21.17
014.FirstDemo
10 Minutes
21.18
015.DevelopingSilverNotebooks-Part1
62 Minutes
21.19
016.DevelopingSilverAndOtherNotebooks
12 Minutes
21.20
017.DevelopingOtherAndSilverNotebooks-Part2
8 Minutes
21.21
018.CreatingRawAndBronzeSalesNotebooks
2 Minutes
21.22
019.CreatingSalesSilverNotebooks-Part1
20 Minutes
21.23
020.CreatingSalesSilverNotebookPart2
22 Minutes
21.24
021.CreatingHrModelNotebooks
8 Minutes
21.25
022.DevelopingDatabricksWorkflows
39 Minutes
21.26
023.PowerBIDevelopmentKickOff
6 Minutes
21.27
024. DevelopingPowerBiPurchaseReports-Part1
47 Minutes
21.28
025.BugFixing
42 Minutes
21.29
026.DevelopingPurchaseReport-Part2
62 Minutes
21.30
IntroductionToDataQuality
11 Minutes
21.31
ProjectFlow
7 Minutes
21.32
SettingUpDataQualityInfrastructure
21 Minutes
21.33
DevelopingRuleExecutionProcess
38 Minutes
21.34
AutomatingBugTicketing
33 Minutes
21.35
ImplementingNullCheck
19 Minutes
21.Fabric
30
22.1
001.IntroductionToFabric
6 Minutes
22.2
002.SignupForFabricUsingPersonalEmail
8 Minutes
22.3
003.CreatingAWorkspace
5 Minutes
22.4
004.CreatingALakehouse
4 Minutes
22.5
005.LoadDataIntoLakehouse
5 Minutes
22.6
006.LoadDataFromFolder
5 Minutes
22.7
007.SqlAnalyticsEndPoint
7 Minutes
22.8
008.VisualQuery
5 Minutes
22.9
009.DefaultSemanticModel
2 Minutes
22.10
010.OneLakeExplorer
5 Minutes
22.11
011.CreateShortcut
8 Minutes
22.12
012.UpdateConnection
2 Minutes
22.13
013.CreateTableUsingShortcut
4 Minutes
22.14
014.CreatingAWarehouse
4 Minutes
22.15
015.CreatingATableInWarehouse
5 Minutes
22.16
016.CopyInto
3 Minutes
22.17
017.LoadDataIntoWarehouseUsingPipeline
14 Minutes
22.18
018.DataSharingBetweenLakehouseAndWarehouse
11 Minutes
22.19
019.TableCloning
6 Minutes
22.20
020.IntroductionToDataflow
24 Minutes
22.21
021.IntroductionToNotebook
10 Minutes
22.22
022.SparkOptions
11 Minutes
22.23
023.Comments&SharingInNotebook
5 Minutes
22.24
024.CodeSnippets
2 Minutes
22.25
025. CopyJob-AzureSqlDb To Lakehouse Full Load
16 Minutes
22.26
026. CopyJob-AzureSqlDb To Warehouse Full Load
7 Minutes
22.27
027. Copy Job – Incremental Load
22.28
028. Copy Job – Change Data Capture (CDC) with SCD2
15 Minutes
22.29
029. Mirror Azure SQL DB in Fabric
13 Minutes
22.30
030. Workspace Level Permissions
11 Minutes
22.Numpy
36
23.1
001.IntroductionToNumpy
2 Minutes
23.2
002.Dimensions
6 Minutes
23.3
003.Dtypes
2 Minutes
23.4
004.Arange
2 Minutes
23.5
005.Rshape
2 Minutes
23.6
006.Ones&Zeros
2 Minutes
23.7
007.Identity
1 Minute
23.8
008.Shape,Size&ItemSize
3 Minutes
23.9
009.ChangeDataType
2 Minutes
23.10
010-ScalarOperations
2 Minutes
23.11
011.Comparison
1 Minute
23.12
012.VectorOperations
2 Minutes
23.13
013.Random
1 Minute
23.14
014.DotProduct
5 Minutes
23.15
015.Indexing
6 Minutes
23.16
016-Loop
3 Minutes
23.17
017.Transpose
1 Minute
23.18
018-Ravel
1 Minute
23.19
019-Stacking
2 Minutes
23.20
020.Split
2 Minutes
23.21
021.Search
2 Minutes
23.22
022.CopyVsView
3 Minutes
23.23
023.Axes
9 Minutes
23.24
024.Sport
3 Minutes
23.25
025.Filter
6 Minutes
23.26
026.CummSumm&CummProd
3 Minutes
23.27
027.Concatenate
2 Minutes
23.28
028.Append, Insert, Put, Delete
4 Minutes
23.29
029.Unique
2 Minutes
23.30
030.ExpandDimensions
1 Minute
23.31
031.ArgMax&ArgMin
3 Minutes
23.32
032.Isin
1 Minute
23.33
033.Reverse
1 Minute
23.34
034.SetOperations
2 Minutes
23.35
035.Clip
1 Minute
23.36
036.Percentile
2 Minutes
23.Pandas
7
24.1
001.Introduction&Series
3 Minutes
24.2
002.Describe&Agg
2 Minutes
24.3
003.Indexing
1 Minute
24.4
004.Slicing
1 Minute
24.5
005.DataFrameBasics
4 Minutes
24.6
006.Concat
1 Minute
24.7
007.Head&Tail
2 Minutes
24.PysparkScenarios
2
25.1
001.TrimAllColumns
4 Minutes
25.2
002.CompareColumnsInDataframe
3 Minutes
25.Interviews
5
26.1
Power Bi Interview 1
26.2
Power Bi Interview 2 Level 1
26.3
Power Bi Interview 2 Level 2
26.4
Power Bi Interview 3
26.5
Data Engineering Interview 1
26. End-to-End Insurance Domain Project Using Rest API's
In this sections students will learn how to develop and work on end to end project on insurance data with rest api's
10
27.1
Understanding Rest API’s
19 Minutes
27.2
Test Rest Api’s
6 Minutes
27.3
Create Catalog And Schema
2 Minutes
27.4
Building Bronze Layer-Extract Rest Api Data
20 Minutes
27.5
Build Silver Layer
18 Minutes
27.6
Restore Db and push to azure
6 Minutes
27.7
Connect Azure sql In databricks
6 Minutes
27.8
Build Gold Layer
6 Minutes
27.9
Build Job Workflow using AI Agent
13 Minutes
27.10
Interview Preparation
4 Minutes
27. GEN AI
27
28.1
001.Introduction To GEN AI
9 Minutes
28.2
002.AI vs ML vs DL vs GENAI
4 Minutes
28.3
003.How GEN AI is used across Industries
4 Minutes
28.4
004. Overview on LLMs
8 Minutes
28.5
005.Tokens & Tokenization
5 Minutes
28.6
006.Embeddings
5 Minutes
28.7
007. AI Agents vs Agentic AI
3 Minutes
28.8
Training, Inference and Context in LLM’s
4 Minutes
28.9
008. TopGEN AI Frameworks
1 Minute
28.10
009. Langchain Introduction
3 Minutes
28.11
010.Getting started with OpenAI
25 Minutes
28.12
011. Why do we need Langchain?
5 Minutes
28.13
012. LLM call using Langchain
6 Minutes
28.14
013. Types Of Messages
8 Minutes
28.15
014. Creating a simple chatbot
6 Minutes
28.16
015. Generating Structured Output Using Pydantic
8 Minutes
28.17
016. Creating a Serial Chain
8 Minutes
28.18
017. Creating Parallel Chains
5 Minutes
28.19
018. Creating Conditional Chain
6 Minutes
28.20
019. Custom Runnable
3 Minutes
28.21
020. Runnable Passthrough
5 Minutes
28.22
021. Creating an Agent
18 Minutes
28.23
022.Hallucinations
7 Minutes
28.24
023. Fine Tuning
3 Minutes
28.25
024. Introduction To RAG
7 Minutes
28.26
025. Document Loaders
3 Minutes
28.27
026. Text Loaders
8 Minutes
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