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DataEngineering
Azure Data Engineering In Hindi
Curriculum
29 Sections
641 Lessons
13 Minutes
Expand all sections
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1.Introduction
1
1.1
001. Introduction to Azure Data Engineering
18 Minutes
2.SQL
105
2.1
SQL Hindi – 001- Overview
7 Minutes
2.2
History of SQL
1 Minute
2.3
SQL Introduction Notes
2.4
SQL Server 2025 Installation
8 Minutes
2.5
003.CreateAndDropDatabase
13 Minutes
2.6
SQL Server Hierarchy
1 Minute
2.7
004.SystemDatabases
3 Minutes
2.8
005.CreateAndDropTable
12 Minutes
2.9
006.InsertDataInTable
13 Minutes
2.10
007.Select
5 Minutes
2.11
008.InstallAdventureWorksSampleDB
3 Minutes
2.12
009.GetUniqueValues
9 Minutes
2.13
010.SortData
11 Minutes
2.14
011.Comments
7 Minutes
2.15
012.FilterData
18 Minutes
2.16
013.FilterWithWildCharacters
9 Minutes
2.17
014.AggregateFunctions
11 Minutes
2.18
015.GroupingRows
6 Minutes
2.19
016.Select..Into
7 Minutes
2.20
017.CreateTableWithPrimaryKey
12 Minutes
2.21
018.CreateTableWithNOTNULLConstraint
6 Minutes
2.22
019.CreateTableWithUniqueConstraint
7 Minutes
2.23
020.CreateTableWithCheckConstraint
7 Minutes
2.24
021.CreateTableWithDefaultConstraint
3 Minutes
2.25
022.CreateTableWithAutoIncrement
5 Minutes
2.26
023.UpdateRowsInTable
8 Minutes
2.27
024.DeleteRowsFromTable
7 Minutes
2.28
025.StringFunctions-Part1
11 Minutes
2.29
026.StringFunctions-Part2
7 Minutes
2.30
027.Scenario-CombineNames
12 Minutes
2.31
028-Scenario-ExtractFirstAndLastNames
12 Minutes
2.32
029.DateTimeFunctions-Part1
7 Minutes
2.33
030.DateTimeFunctions-Part2
10 Minutes
2.34
031.DateTimeFunctions-Part3
6 Minutes
2.35
032.DataType-Part1-Integers
8 Minutes
2.36
033.DataTypes-Part2-ApproximateNumeric
6 Minutes
2.37
034.DataTypes-Part3-DateTime
2 Minutes
2.38
035.DataTypes-Part4-Strings
12 Minutes
2.39
036.DataTypes-Part5-Uniqueidentifier
4 Minutes
2.40
037.DataTypes-Part6-bit
3 Minutes
2.41
038.DataType Conversion
6 Minutes
2.42
039.Joins Part 1 – Introduction to joins
14 Minutes
2.43
040.Joins Part2- Using Joins
9 Minutes
2.44
041.Joins Part3- Join 3 tables
6 Minutes
2.45
042.Joins Part3- Using Expressions
5 Minutes
2.46
043.Joins Part4- Outer Joins
5 Minutes
2.47
044.Scenario-Joins Part 6 – Self Join
9 Minutes
2.48
045.FactAndDimensions
15 Minutes
2.49
046.IIF Function
11 Minutes
2.50
047.CASE
7 Minutes
2.51
048.IIF & CASE multiple conditions
7 Minutes
2.52
049.Scenario-Custom sorting
5 Minutes
2.53
50.UNION & UNION ALL-H
8 Minutes
2.54
051.INTERSECT
4 Minutes
2.55
052.EXCEPT
3 Minutes
2.56
053. Foreign key constraint
13 Minutes
2.57
054.Subquery-PART 1
5 Minutes
2.58
055.Subquery-PART2-IN & NOT IN
5 Minutes
2.59
056.Subquery-PART3-Update
6 Minutes
2.60
057.Subquery-PART4-Derived Table
4 Minutes
2.61
058.Subquery-PART5-EXISTS, Correlated subquery
5 Minutes
2.62
059.Scenario-Subquery-PART6-Get contribution yearwise
6 Minutes
2.63
060. HAVING Clause
4 Minutes
2.64
061.TOP Clause
5 Minutes
2.65
062. Scenario- Get TOP & BOTTOM Products
6 Minutes
2.66
063.Window Functions-PART1-ROW_NUMBER
11 Minutes
2.67
064.Window Functions-PART2-RANK & DENSE_RANK
9 Minutes
2.68
065.Window Functions-PART3-LAG & LEAD
7 Minutes
2.69
066.Window Functions-PART4-FIRST_VALUE & LAST_VALUE
5 Minutes
2.70
067. SQL Classification
2 Minutes
2.71
068. ALTER TABLE -PART1- Columns
6 Minutes
2.72
069. ALTER TABLE -PART2- Constraints
7 Minutes
2.73
070. OFFSET
5 Minutes
2.74
071.COALESCE Function
5 Minutes
2.75
072.MERGE
12 Minutes
2.76
073.SCHEMA
10 Minutes
2.77
074. GROUP BY WITH ROLLUP
10 Minutes
2.78
075. GROUP BY WITH CUBE
4 Minutes
2.79
076.PIVOT
5 Minutes
2.80
077.UNPIVOT
5 Minutes
2.81
078.VIEWS
10 Minutes
2.82
079.CommonTableExpression-Part1-Introduction
9 Minutes
2.83
080.CommonTableExpression-PART2-MultiPart
5 Minutes
2.84
081.CommonTableExpression-PART3-Recursion
10 Minutes
2.85
082.Variables
9 Minutes
2.86
083.IF..ELSE
6 Minutes
2.87
084.WHILE LOOP
10 Minutes
2.88
085.TempTables
8 Minutes
2.89
086.StoredProcedures
14 Minutes
2.90
087.Converting a table to JSON
9 Minutes
2.91
088.CreatingNestedJSONOutput
5 Minutes
2.92
089.OutputClause
12 Minutes
2.93
090.SlowlyChangingDimensions
23 Minutes
2.94
091.Indexes-Part1(ClusteredIndex)
16 Minutes
2.95
092.Indexes-Part2(NonClusteredIndex)
15 Minutes
2.96
093.Indexes-Part3(Theory)
26 Minutes
2.97
094.Indexes-Part4(IndexSeek)
14 Minutes
2.98
095. Delete and Update on CASCADE
3 Minutes
2.99
096. String_agg and String_split functions
4 Minutes
2.100
097. Creating functions
8 Minutes
2.101
098. Cross apply and outer apply
4 Minutes
2.102
099. Quotename function
7 Minutes
2.103
100. sp_executesql
5 Minutes
2.104
101. SQL Injection
7 Minutes
2.105
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
9 Minutes
3.4
004.CustomMerging
12 Minutes
3.5
005.MissingData-FindMissingDepartments
9 Minutes
3.6
006.Find2ndLargestSalary
7 Minutes
3.7
007.2ndLargestSalaryInEachDepartment
3 Minutes
3.8
008.RowNumbering
3 Minutes
3.9
009.FindAlternateRows
4 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
6 Minutes
3.16
016.MTDTotal
5 Minutes
3.17
017.QTDTotal
7 Minutes
3.18
018.YTDTotal
5 Minutes
3.19
019.PreviousYearSalesAndYOYGrowth
8 Minutes
3.20
020.3 month moving sum
3.21
021.ArrangeRowsInAlternateWay
8 Minutes
4.DataWarehousing
7
4.1
001.Introduction to DataWarehousing
10 Minutes
4.2
002.DataLoads
5 Minutes
4.3
003.StorageLayoutModels
5 Minutes
4.4
004.RobinRoundDistribution
4 Minutes
4.5
005.HashDistribution
5 Minutes
4.6
006.ACID Properties
12 Minutes
4.7
007.Normalization
13 Minutes
5.Azure
9
5.1
001.CloudComputing
4 Minutes
5.2
002.CloudProviders
4 Minutes
5.3
003.AzureIntroduction
6 Minutes
5.4
004.CreateAzureTrialAccount
5 Minutes
5.5
005.GettingStartedWithAzure
7 Minutes
5.6
006.CreateDataLake
10 Minutes
5.7
007.CreateAzureSQLServerAndDatabase
14 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
6.3
Episode 3 : Activities
16 Minutes
6.4
Episode 4 : Load Types
13 Minutes
6.Azure Data Factory
76
7.1
001.Introduction
7 Minutes
7.2
002.CopyDataWithinDatalake
18 Minutes
7.3
003.CopyEntireFolder_SpecificFiles
13 Minutes
7.4
004.CopydatafromADLStoSQLDB_viceversa
9 Minutes
7.5
005.CopyDataAdditionalColumns
7 Minutes
7.6
006.SetVariableActivity
10 Minutes
7.7
007.Copyfilesintimeframe
12 Minutes
7.8
008.GetMetaDataActivity
11 Minutes
7.9
009.ForEachActivity
15 Minutes
7.10
010.CopyEachFiletoNewtable
21 Minutes
7.11
011.Truncate&load
7 Minutes
7.12
012.Copydatawithupsert
5 Minutes
7.13
013.AppendVariableActivity
6 Minutes
7.14
014.UsingSQLQueriesInCopyDataActivity
6 Minutes
7.15
015.ColumnMappingInCopyDataActivity
7 Minutes
7.16
016.DeleteActivity
4 Minutes
7.17
017.CopyDataWithStoredProcedure
9 Minutes
7.18
018.StoredProcedureActivity
8 Minutes
7.19
019.LookupActivity
5 Minutes
7.20
020.FilterActivity
5 Minutes
7.21
021.IFActivity
5 Minutes
7.22
022. SwitchActivity
5 Minutes
7.23
023.ScriptActivity
4 Minutes
7.24
024.ValidationActivity
5 Minutes
7.25
025.ConvertCSVtoJSON
5 Minutes
7.26
026.CopyJSONtoSQLDB
11 Minutes
7.27
027.ExecutePipelineActivity
6 Minutes
7.28
028.CopyDataIfFileExists
9 Minutes
7.29
029.ParametersVsVariables
3 Minutes
7.30
030.DeleteBlankFiles
16 Minutes
7.31
031.CopyHeaderLessCSV
13 Minutes
7.32
032. RetryLogic
12 Minutes
7.33
033.CopyBehavior
10 Minutes
7.34
034.MaxRowsPerFile
4 Minutes
7.35
035.SplitDataSingleCriteria
20 Minutes
7.36
036.SplitDataMultipleCriteria
16 Minutes
7.37
037.ConsolidateDataFromMultipleFiles
13 Minutes
7.38
038.ConsolidateDataFromMutipleFolders
27 Minutes
7.39
039.CopyDataCustomMappings-SingleTable
20 Minutes
7.40
040.CopyDataCustomMappings-MultipleTables
24 Minutes
7.41
041.CopyDataPipeCharacter
5 Minutes
7.42
042.CopyDataQuoteCharacter
5 Minutes
7.43
043.IntroductionToDataFlows
14 Minutes
7.44
044.SelectTransformation
10 Minutes
7.45
045.SortTransformation
6 Minutes
7.46
046.FilterTransformation
5 Minutes
7.47
047.DerivedColumnTransformation
6 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
7 Minutes
7.53
053.UnpivotTransformation
6 Minutes
7.54
054.RankTransformation
7 Minutes
7.55
055.WindowTransformation
15 Minutes
7.56
056.UnionTransformation
12 Minutes
7.57
057.LookupTransformation
10 Minutes
7.58
058.JoinTransformation
6 Minutes
7.59
059.ExistsTransformation
4 Minutes
7.60
060.FlattenTransformation
4 Minutes
7.61
061.ParseTransformation
10 Minutes
7.62
062.StringifyTransformation
3 Minutes
7.63
065.IntegrationRuntime
5 Minutes
7.64
066.InstallSelfHostedIntegrationRuntime
7 Minutes
7.65
067.CopyDataFromLocalToADLS
11 Minutes
7.66
068.CopyDataFromLocaltoAzureSQLDB
3 Minutes
7.67
069.CopyDataLocalSQLdbtoAzureSQLdb
5 Minutes
7.68
070.CopyDataLocalsqlDBtoAzureSQLdb
19 Minutes
7.69
071.UsingKeyVault
9 Minutes
7.70
072.ScheduleTrigger
11 Minutes
7.71
073.StorageEventTrigger
16 Minutes
7.72
075.CopyFilesOnBasisOfFileTypes
10 Minutes
7.73
076.IncrementalLoadFromADLStoSQLdbUsingStaging
9 Minutes
7.74
077.IncrementalLoadFromADLStoSQLdbUsingDataflow
6 Minutes
7.75
078.IncrementalLoadFromADLStoSQLdb-MultipleTablesUsingFileTimeStamp
29 Minutes
7.76
079.IncrementalLoadFromADLStoSQLdb-UsingHashFunction
10 Minutes
7.Introduction To Databricks
3
8.1
001.IntroductionToDatabricks
4 Minutes
8.2
002.Signup For Databricks Free Edition
6 Minutes
8.3
003.DatabricksPlatformOverview
9 Minutes
8.Python Programming
44
9.1
001.IntroductionAndInstallation
8 Minutes
9.2
Install VS Code
5 Minutes
9.3
002.print
11 Minutes
9.4
003.Variables
8 Minutes
9.5
004.Concatenate
4 Minutes
9.6
005.Interpolation
15 Minutes
9.7
006.If..else
11 Minutes
9.8
007.Input
5 Minutes
9.9
008.IF..ELIF..ELSE
5 Minutes
9.10
009.For..Loop
12 Minutes
9.11
010.While..Loop
7 Minutes
9.12
011.Break&Continue
7 Minutes
9.13
012.Lists-Part1-IntroductionAndIndexing
15 Minutes
9.14
013.Lists-Part2-Len,Existence&dLoop
4 Minutes
9.15
014.Lists-Part 3 – Add&RemoveItems
10 Minutes
9.16
015.Lists-Part4-Count,Copy,Reverse&Sort
6 Minutes
9.17
016.Lists-Part5-UpdatingLists
4 Minutes
9.18
017.Set
8 Minutes
9.19
018.Tuple
3 Minutes
9.20
019.Dictionary
7 Minutes
9.21
020.Comments
5 Minutes
9.22
021.StringOperations-Part1
9 Minutes
9.23
022.StringOperations-Part2
9 Minutes
9.24
023.StringOperations-Part3
7 Minutes
9.25
024.ListComprehensions
14 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
6 Minutes
9.30
029.DateTime-Part4-relativedeltaModule
8 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
5 Minutes
9.37
036.Functions-Part3-Arguments
12 Minutes
9.38
037.Functions-Part4-DocStrings
4 Minutes
9.39
038.Lambda
4 Minutes
9.40
039.Map
9 Minutes
9.41
040.Reduce
5 Minutes
9.42
041.Recursion
16 Minutes
9.43
042.Generators
7 Minutes
9.44
043.Decorators
16 Minutes
9.PythonScenarios
13
10.1
001.MultipleWaysToReverseList
7 Minutes
10.2
001. Flatten Lists
5 Minutes
10.3
Quick Revision
1 Minute
10.4
002. Get Len Of Each Sublist In List
6 Minutes
10.5
Quick Revision
1 Minute
10.6
003. Get Common Items in 2 Lists
4 Minutes
10.7
Quick Revision
1 Minute
10.8
004. Sort Sublists In Order By Len
2 Minutes
10.9
Quick Revision
1 Minute
10.10
005. Find Missing numbers in list
5 Minutes
10.11
Quick Revision
1 Minute
10.12
006. Zip and print elements in lists
2 Minutes
10.13
007. Frequency of items in lists
6 Minutes
10.BigDataFundamentals
6
11.1
001.IntroductionToBigData
6 Minutes
11.2
002.EvolutionOfBigData
11 Minutes
11.3
003.DistributedComputing
5 Minutes
11.4
004.Features
10 Minutes
11.5
005.HadoopEcosystem
7 Minutes
11.6
006.TypesOfProcessing
5 Minutes
11.Databricks & PySpark
91
12.1
InstallDocker
14 Minutes
12.2
001.IntroductionToDatabricksAndPyspark
6 Minutes
12.3
002.IntroductionToApacheSpark
11 Minutes
12.4
003.SparkComponentsAndAPI
6 Minutes
12.5
004.SparkArchitecture
8 Minutes
12.6
005.RDD
10 Minutes
12.7
006.CreateRDDfromList
12 Minutes
12.8
007.ControlPartitionsInRDD
3 Minutes
12.9
008.CreateRDDfromTextfile
7 Minutes
12.10
009.TransformationsOnRDD
14 Minutes
12.11
010.LineageGraph
5 Minutes
12.12
011.UnderstandingDAGfundamentals
12 Minutes
12.13
012.MapreduceWorking
8 Minutes
12.14
013.ReduceByKeyVsReduceByKeyLocally
6 Minutes
12.15
014.GroupByKey
7 Minutes
12.16
015.FilterTransformationOnRDD
7 Minutes
12.17
016.SortBy&SortByKeyTransformationsOnRDD
5 Minutes
12.18
017.ExtractTopBottomFromRDD
4 Minutes
12.19
018.SaveRDDasTextfile
3 Minutes
12.20
019.CoalesceAndRepartitionOnRDD
14 Minutes
12.21
020.IntroductionToAccumulators
9 Minutes
12.22
021.ImplementingAccumulators
6 Minutes
12.23
022.BroadCastVariables
7 Minutes
12.24
023.IntroductionToDataframes
3 Minutes
12.25
024.ReadCSVInDataframe
15 Minutes
12.26
025.DataFrameInsights
3 Minutes
12.27
026.SelectColumnsFromDataframe
8 Minutes
12.28
027.AddModifyColumnsInDataFrame
13 Minutes
12.29
028.DropColumnsInDataFrame
3 Minutes
12.30
029.RenameColumnsInDataFrame
4 Minutes
12.31
030.SortColumnsInDataFrame
4 Minutes
12.32
031-FilterDataInDataFrame
6 Minutes
12.33
032.RemoveDuplicatesFromDataFrame
4 Minutes
12.34
033.CombineDataFrames
5 Minutes
12.35
034.PatternBasedFiltersInDataframe
4 Minutes
12.36
035.AddColumnOnBasisOfConditionInPyspark
4 Minutes
12.37
036.CaseConversionInDataFrame
3 Minutes
12.38
037.AggregationsOnDataFrame
5 Minutes
12.39
038.AggregationsWithGroupBy
4 Minutes
12.40
039.Pivot&UnpivotOnDataFrame
7 Minutes
12.41
040.WindowFunctions
8 Minutes
12.42
041.FillNullValuesInDataFrame
4 Minutes
12.43
042.ReadCSVoptions
7 Minutes
12.44
043.ImposeSchemaOnDataFrame
5 Minutes
12.45
044.WriteModesInDataFrame
8 Minutes
12.46
045.DateFunctions
10 Minutes
12.47
046.ConvertRddtoDFandViceVersa
6 Minutes
12.48
047.Explode
6 Minutes
12.49
048.WorkingWithArraytypeColumn
6 Minutes
12.50
049.dbutils
10 Minutes
12.51
050.AccessADLSgen2UsingAccessKey
8 Minutes
12.52
051.SignUpForAzureDatabricks
11 Minutes
12.53
052.Widgets
10 Minutes
12.54
053.CallingOtherNotebooks
10 Minutes
12.55
054.ReadJsonFiles
7 Minutes
12.56
055.ReadMultipleFilesAndGetFileNames
7 Minutes
12.57
056.ParquetFileFormat
8 Minutes
12.58
057.AccessADLSusingSAStoken
11 Minutes
12.59
058.AccessADLSusingOAUTH
12 Minutes
12.60
059.Read&WriteParquetFiles
4 Minutes
12.61
060.DeltaFormat
7 Minutes
12.62
061.CreateTempViews
10 Minutes
12.63
062.CreateManagedAndUnManagedTables
13 Minutes
12.64
063.Partitioning
16 Minutes
12.65
064.Bucketing
11 Minutes
12.66
065.ControlNumberOfRecordsWhileWriting
5 Minutes
12.67
066.MaxPartitionBytes
7 Minutes
12.68
067.SparkQueryExecutionPlans
7 Minutes
12.69
068.Joins
22 Minutes
12.70
069.SparkExecutionPlansForTransformations
22 Minutes
12.71
070.BroadCastHashJoinAlgorithm
20 Minutes
12.72
071.SortMergeJoinAlgorithm
8 Minutes
12.73
072.ShuffleHashJoinAlgorithm
3 Minutes
12.74
073.SortMergeBucketJoin
9 Minutes
12.75
074.JoinHints
6 Minutes
12.76
075.SparkSQL
13 Minutes
12.77
076.SparkMemoryManagement
14 Minutes
12.78
077.GarbageCollection
25 Minutes
12.79
078.CPUTerminologies
8 Minutes
12.80
079.DatabricksCompute&Clusters
14 Minutes
12.81
080.ClusterManager
11 Minutes
12.82
081.ResourceAllocation
14 Minutes
12.83
082.DynamicAllocation
7 Minutes
12.84
083.SerializationAndDeserialization
6 Minutes
12.85
084.CacheAndPersist
15 Minutes
12.86
085.HashFunctions
7 Minutes
12.87
086.JDBC
15 Minutes
12.88
087.IncrementalLoadADLStoSQLdb-SingleTable-UsingWatermark
6 Minutes
12.89
088.IncrementalLoadADLStoSQLdb-MultipleTables-UsingWatermark
11 Minutes
12.90
089.IncrementalLoadADLStoSQLdb-UsingHashFunction
8 Minutes
12.91
090.IncrementalLoadADLStoSQLdb-UsingMetadata
11 Minutes
12.DeltaLake & Lakehouse
20
13.1
001.HistoryOfDataArchitectures
10 Minutes
13.2
002.IntroductionToDeltaLake
6 Minutes
13.3
003.ReadAndWriteDeltaFormat
6 Minutes
13.4
004.UnderstandingDeltaLog
16 Minutes
13.5
005.VersionHistoryAndTimeTravel
14 Minutes
13.6
006.CheckPointing
8 Minutes
13.7
007.CreateDeltaTable
5 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
4 Minutes
13.14
014-Optimize-Vaccum-Zorder
17 Minutes
13.15
015-LiquidClustering
13 Minutes
13.16
016.ChangeDataFeed
11 Minutes
13.17
017-ReorgTable
8 Minutes
13.18
018.DeletionVectors
14 Minutes
13.19
019.SCD Type 1
10 Minutes
13.20
020.SCD Type 2
13.Databricks
14
14.1
001.HiveMetastore
6 Minutes
14.2
002.IntroductionToUnityCatalog
7 Minutes
14.3
003.SettingUpUnityCatalog
30 Minutes
14.4
Managed Identity
1 Minute
14.5
004.CreateCatalog, Schema&Table
7 Minutes
14.6
005.Autoloader
24 Minutes
14.7
006.DataGovernanceOverview
14 Minutes
14.8
007.ImplementingDataGovernanceUsingUnityCatalog
44 Minutes
14.9
008.LakehouseFederation
4 Minutes
14.10
009.LakehouseFederationForSqlServer
7 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 Steaming
9
15.1
001.Introduction
9 Minutes
15.2
002.ReadStream
5 Minutes
15.3
003.WriteStream
10 Minutes
15.4
004.OutputModes
14 Minutes
15.5
005.Sources&Sinks
4 Minutes
15.6
006.Triggers
7 Minutes
15.7
007.Joins
5 Minutes
15.8
008.StatefulVsStateless
18 Minutes
15.9
009.WindowOperations
14 Minutes
15.Azure Synapse Analytics
7
16.1
001.IntroductionToAzureSynapseAnalytics
3 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
10 Minutes
16.Azure Devops
8
17.1
001.IntroductionToAzureDevops
4 Minutes
17.2
002.SignUpForAzureDevops
4 Minutes
17.3
003.CreatingRepository
6 Minutes
17.4
004.IntegrateDataFactoryWithAzureDevops
18 Minutes
17.5
005.IntegrateDatabricksWithAzureDevops
6 Minutes
17.6
006.SettingUpCICDforDataFactory
41 Minutes
17.7
007.SettingUpCICDForDatabricks
23 Minutes
17.8
008.LinkingKeyVaultToAzureDevops
11 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
3 Minutes
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.GetDatabricksReady
37 Minutes
21.10
010.DevelopingPurchaseNotebooks-Part1
35 Minutes
21.11
011.DevelopingPurchaseNotebooks-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.CreatingOtherAndSilverNotebooks-Part2
8 Minutes
21.21
018.CreatingRawAndBronzeSalesNotebooks
2 Minutes
21.22
019.CreatingSalesSilverNotebooks
20 Minutes
21.23
020.CreatingSalesSilverNotebookPart2
22 Minutes
21.24
021.CreatingHrModelNotebook
8 Minutes
21.25
022.DevelopingDatabricksWorkflows
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
24
22.1
001.IntroductiontoFabric
9 Minutes
22.2
002.SignUpForFabricUsingPersonalEmail
8 Minutes
22.3
003.CreatingAWorkspace
6 Minutes
22.4
004.CreatingALakehouse
4 Minutes
22.5
005.LoadDataIntoLakehouse
5 Minutes
22.6
006.LoadDataFromFolder
6 Minutes
22.7
007.SqlAnalyticsEndPoint
7 Minutes
22.8
008.VisualQuery
5 Minutes
22.9
009.DefaultSemanticModel
3 Minutes
22.10
010.OneLakeExplorer
5 Minutes
22.11
011.CreateShortcut
7 Minutes
22.12
012.UpdateConnection
2 Minutes
22.13
013.CreateTableUsingShortcut
4 Minutes
22.14
014.CreatingAWarehouse
3 Minutes
22.15
015.CreateTableInWarehouse
4 Minutes
22.16
016.CopyInto
3 Minutes
22.17
017.LoadDataIntoWarehouseUsingPipeline
12 Minutes
22.18
018.DataSharingBetweenLakehouseAndWarehouse
9 Minutes
22.19
019.TableCloning
7 Minutes
22.20
020.IntroductionToDataflow
22 Minutes
22.21
021.IntroductionToNotebook
9 Minutes
22.22
022.SparkOptions
12 Minutes
22.23
023.Comments&SharingInNotebook
6 Minutes
22.24
024.CodeSnippets
3 Minutes
22.Numpy
36
23.1
001.Introduction
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.Sort
3 Minutes
23.25
025.Filter
6 Minutes
23.26
026.CummSumm&CummProd
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
2 Minutes
24.5
005.DataFrameBasics
4 Minutes
24.6
006.Concat
1 Minute
24.7
007.Head&Tail
2 Minutes
024.PysparkScenarios
2
25.1
001.TrimAllColumns
3 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 Enginering Interview 1
26. New Databricks & PySpark
61
27.1
Introduction
5 Minutes
27.2
001. Signup For Azure Databricks
8 Minutes
27.3
002. Introduction To Apache Spark
10 Minutes
27.4
003.ComputeTypes
17 Minutes
27.5
Quick Revision
1 Minute
27.6
004. Spark Core Components
8 Minutes
27.7
Quick Revision: Spark Core Components
1 Minute
27.8
005. Spark Architecture
14 Minutes
27.9
006. Databricks Assistant
8 Minutes
27.10
007. Create RDD from List
27 Minutes
27.11
008. Understanding RDD Partitions
13 Minutes
27.12
009. Managing RDD Partitions
14 Minutes
27.13
Heads up : Unity Catalog
1 Minute
27.14
010. Hive Metastore
6 Minutes
27.15
011. Unity Catalog Introduction
6 Minutes
27.16
012. Setting Up Unity Catalog
30 Minutes
27.17
013. Introduction To DataFrames
9 Minutes
27.18
Quick Revision
1 Minute
27.19
014. Create DataFrame from RDD
6 Minutes
27.20
015. Create DataFrame from CSV
16 Minutes
27.21
016. Best Practices to Read CSV
7 Minutes
27.22
017. Select Transformation
11 Minutes
27.23
018. Understanding Spark Execution Plan
14 Minutes
27.24
019. Drop Columns
5 Minutes
27.25
020.AddOrModifyColumn
9 Minutes
27.26
021. Rename Columns
6 Minutes
27.27
022. Sort Data
5 Minutes
27.28
023. Filter Data
5 Minutes
27.29
024. Drop Duplicates
4 Minutes
27.30
025. Set Operations
7 Minutes
27.31
026. Add Column On Basis Of Condition
5 Minutes
27.32
027. Aggregations
11 Minutes
27.33
028. Pivot and Unpivot
5 Minutes
27.34
029. Spark SQL
7 Minutes
27.35
030. Date Functions
3 Minutes
27.36
031. Window Functions
6 Minutes
27.37
032. Dbutils
6 Minutes
27.38
033.Widgets
5 Minutes
27.39
034. Write Modes In Dataframe
5 Minutes
27.40
035. Parquet File Format
8 Minutes
27.41
036. Read and write parquet files
6 Minutes
27.42
037. Understanding Max Partition Bytes
5 Minutes
27.43
038. Introduction To Delta Format
3 Minutes
27.44
039. Managed and Unmanaged Tables
8 Minutes
27.45
040. Partitioning
6 Minutes
27.46
041. Bucketing
4 Minutes
27.47
042. Query Files using SQL
2 Minutes
27.48
043. Joins
5 Minutes
27.49
044. Join Algorithms
10 Minutes
27.50
045. Optimizing SortMergeJoin
4 Minutes
27.51
046. Spark Memory Management
13 Minutes
27.52
047. Garbage Collection
25 Minutes
27.53
048. CPU Terminologies
7 Minutes
27.54
049. Resource Allocation
14 Minutes
27.55
050. Dynamic Allocation
7 Minutes
27.56
051. Serialization and Deserialization
6 Minutes
27.57
052. Cache and Persist
9 Minutes
27.58
053. Hash Functions
5 Minutes
27.59
054. JDBC
9 Minutes
27.60
055. Incremental Load ADLS to SQL db
8 Minutes
27.61
056. Incremental Load ADLS to SQL db Multiple Tables
9 Minutes
27. RestAPIProject
In this sections students will learn how to develop and work on end to end project on insurance data with rest api's
10
28.1
Understanding Rest API’s
19 Minutes
28.2
Test Rest Api’s
6 Minutes
28.3
Create Catalog And Schema
2 Minutes
28.4
Building Bronze Layer-Extract Rest Api Data
20 Minutes
28.5
Build Silver Layer
18 Minutes
28.6
Restore Db and push to azure
6 Minutes
28.7
Connect Azure sql In databricks
4 Minutes
28.8
Build Gold Layer
6 Minutes
28.9
Build Job Workflow using AI Agent
13 Minutes
28.10
Interview Preparation
4 Minutes
28. Generative AI
9
29.1
001.Introduction To GEN AI
12 Minutes
29.2
002.AI vs ML VS DL vs GEN AI
4 Minutes
29.3
003.How GEN AI is used across Industries
4 Minutes
29.4
004. Overview on LLMs
9 Minutes
29.5
005.Tokens & Tokenization
7 Minutes
29.6
006.Embeddings
6 Minutes
29.7
007. AI Agents vs Agentic AI
4 Minutes
29.8
008. TOP GEN AI Frameworks
2 Minutes
29.9
009. LangchainIntroduction
3 Minutes
035.Functions-Part2-ScopeOfVariable
https://cloudanddatauniverse.com/wp-content/uploads/2024/03/035.Functions-Part2-ScopeOfVariable-h.mp4
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