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courses
DataEngineering
Azure Data Engineering In Hindi
Curriculum
28 Sections
574 Lessons
12 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. New Databricks & PySpark
61
12.1
Introduction
5 Minutes
12.2
001. Signup For Azure Databricks
8 Minutes
12.3
002. Introduction To Apache Spark
10 Minutes
12.4
003.ComputeTypes
17 Minutes
12.5
Quick Revision
1 Minute
12.6
004. Spark Core Components
8 Minutes
12.7
Quick Revision: Spark Core Components
1 Minute
12.8
005. Spark Architecture
14 Minutes
12.9
006. Databricks Assistant
8 Minutes
12.10
007. Create RDD from List
27 Minutes
12.11
008. Understanding RDD Partitions
13 Minutes
12.12
009. Managing RDD Partitions
14 Minutes
12.13
Heads up : Unity Catalog
1 Minute
12.14
010. Hive Metastore
6 Minutes
12.15
011. Unity Catalog Introduction
6 Minutes
12.16
012. Setting Up Unity Catalog
30 Minutes
12.17
013. Introduction To DataFrames
9 Minutes
12.18
Quick Revision
1 Minute
12.19
014. Create DataFrame from RDD
6 Minutes
12.20
015. Create DataFrame from CSV
16 Minutes
12.21
016. Best Practices to Read CSV
7 Minutes
12.22
017. Select Transformation
11 Minutes
12.23
018. Understanding Spark Execution Plan
14 Minutes
12.24
019. Drop Columns
5 Minutes
12.25
020.AddOrModifyColumn
9 Minutes
12.26
021. Rename Columns
6 Minutes
12.27
022. Sort Data
5 Minutes
12.28
023. Filter Data
5 Minutes
12.29
024. Drop Duplicates
4 Minutes
12.30
025. Set Operations
7 Minutes
12.31
026. Add Column On Basis Of Condition
5 Minutes
12.32
027. Aggregations
11 Minutes
12.33
028. Pivot and Unpivot
5 Minutes
12.34
029. Spark SQL
7 Minutes
12.35
030. Date Functions
3 Minutes
12.36
031. Window Functions
6 Minutes
12.37
032. Dbutils
6 Minutes
12.38
033.Widgets
5 Minutes
12.39
034. Write Modes In Dataframe
5 Minutes
12.40
035. Parquet File Format
8 Minutes
12.41
036. Read and write parquet files
6 Minutes
12.42
037. Understanding Max Partition Bytes
5 Minutes
12.43
038. Introduction To Delta Format
3 Minutes
12.44
039. Managed and Unmanaged Tables
8 Minutes
12.45
040. Partitioning
6 Minutes
12.46
041. Bucketing
4 Minutes
12.47
042. Query Files using SQL
2 Minutes
12.48
043. Joins
5 Minutes
12.49
044. Join Algorithms
10 Minutes
12.50
045. Optimizing SortMergeJoin
4 Minutes
12.51
046. Spark Memory Management
13 Minutes
12.52
047. Garbage Collection
25 Minutes
12.53
048. CPU Terminologies
7 Minutes
12.54
049. Resource Allocation
14 Minutes
12.55
050. Dynamic Allocation
7 Minutes
12.56
051. Serialization and Deserialization
6 Minutes
12.57
052. Cache and Persist
9 Minutes
12.58
053. Hash Functions
5 Minutes
12.59
054. JDBC
9 Minutes
12.60
055. Incremental Load ADLS to SQL db
8 Minutes
12.61
056. Incremental Load ADLS to SQL db Multiple Tables
9 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
30
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
22.25
025. CopyJob-AzureSqlDb To Lakehouse Full Load
12 Minutes
22.26
026. CopyJob-AzureSqlDb To Warehouse Full Load
4 Minutes
22.27
027. Copy Job – Incremental Load
9 Minutes
22.28
028. Copy Job – Change Data Capture (CDC) with SCD2
14 Minutes
22.29
029. Mirror Azure SQL DB in Fabric
13 Minutes
22.30
030. Workspace Level Permissions
9 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
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
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
4 Minutes
27.8
Build Gold Layer
6 Minutes
27.9
Build Job Workflow using AI Agent
13 Minutes
27.10
Interview Preparation
4 Minutes
28. Generative AI
27
28.1
001.Introduction To GEN AI
12 Minutes
28.2
002.AI vs ML VS DL vs GEN AI
4 Minutes
28.3
003.How GEN AI is used across Industries
4 Minutes
28.4
004. Overview on LLMs
9 Minutes
28.5
005.Tokens & Tokenization
7 Minutes
28.6
006.Embeddings
6 Minutes
28.7
007. AI Agents vs Agentic AI
4 Minutes
28.8
Training, Inference and Context in LLM’s
4 Minutes
28.9
008. TOP GEN AI Frameworks
2 Minutes
28.10
009. LangchainIntroduction
3 Minutes
28.11
010. Getting started with OpenAI
24 Minutes
28.12
011. Why do we need Langchain?
6 Minutes
28.13
012. LLM call using Langchain
6 Minutes
28.14
013. Types of mesages
12 Minutes
28.15
014. Creating a simple chatbot
5 Minutes
28.16
015. Generating Structured Output With Pydantic
7 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
4 Minutes
28.21
020. Runnable Passthrough
5 Minutes
28.22
021. Creating an Agent
15 Minutes
28.23
022. Hallucinations
9 Minutes
28.24
023. Fine Tuning
3 Minutes
28.25
024. Introduction to RAG
8 Minutes
28.26
025. Document Loaders
4 Minutes
28.27
026. TextLoader
7 Minutes
035.Functions-Part2-ScopeOfVariable
https://cloudanddatauniverse.com/wp-content/uploads/2024/03/035.Functions-Part2-ScopeOfVariable-h.mp4
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