Join online and offline Azure Data Engineer training in Hyderabad at my institute, Fugen Academy, with hands-on learning, real-time projects, mock interviews, resume support, and job assistance.
Live Classes
5
Pavan
Resume Preparation
Naukri / LinkedIn Profile Optimization
Technical Preparation
Previous Interview Questions Practice
Mock Tests
Mock Interviews
Interview Scheduling Strategy
HR & Salary Preparation
Final Readiness Checklist
End-to-End Data Engineer Job Preparation
Ex: All Sections
57:14 min
1 hr : 07 min
Installation -dockers, PGSQL, MSSQL
Creating DATABASE, SCHEMA
DDL,DML, DQL
WHERE operator (Filter Data)
Data Sorting
Constraint
Aggregate Function
Group by, Having
single row & Window Functions
set operators, Joins
Joins
Sub Query
CTE
DWH, ETL, data modeling(Facts & dim), SCD,acid,Normalization
VIEWS, Temp Tables & MV
Procedure & Functions
Merge
SQL Project
47:33 min
Find Average
SubqueryGet contribution yearwise
Get TOP & BOTTOM Products
Joins Challenge
Identify and delete duplicate rows
Custom Merging
MissingData-FindMissingDepartments
Find2ndLargestSalary
2nd Largest Salary In Each Department
Row Numbering
Find Alternate Rows
Palindrome
Find Duplicate Emails
Update Correct Gender
Transform Student Info
Defect Classification
Daily Running Total
MTD Total
QTD Total
YTD Total
Previous Year Sales And YOY Growth
3 month moving sum
Installation -VSCODE
PY- comments, print, variables, input, concatenate, interpolation
If - else, elsif, for loop, while loop, break & continue
List- introduction, indexing, len, Existence, Loop,Add, RemoveItems
List-Count,Copy,Reverse&Sort, UpdatingLists
Set, tuple, dictionary
String Operations
List Comprehensions
dir
DateTime Moduletimedelta, monthdelta,relativedeltaM odule
DateTime Module-Formatting
Exception Handling
Functions-Introduction, ScopeOfVariable,Arguments,DocStr ings
None,Random
Lambda
MAP, Reduce, Recursion, Generators, Decorators
PANDAS, Project on Pandas
Cloud Computing
Cloud Providers
Azure Introduction
Create Azure Trial Account
Getting Started With Azure
Create Data Lake
Create Azure SQL Server And Database
Create Data Factory
Upgrade To Pay-as-you-go
Hive Meta Store
Introduction To Unity Catalog
Setting Up Unity Catalog
Managed Identity
Create Catalog, Schema & Table
Auto Loader
Data Governance
Implementing Data Governance
Lakehouse Federation
Lakehouse Federation For SQL Server
Copy Files On Basis Of File Types
Volume In Unity Catalog
Introduction To Delta Live Tables
Data Quality (Expectations) In DLT
Demo
Introduction To Databricks And PySpark
Introduction To Apache Spark
Spark Components And API
Spark Architecture
RDD
Create RDD From List
Control Partitions In RDD
Create RDD From Text File
Transformations On RDD
Lineage Graph
Understanding DAG Fundamentals
Map Reduce Working
Reduce By Key Vs Reduce By Key Locally
Group By Key
Filter Transformation On RDD
Extract Top Bottom From RDD
Save RDD As Text File
Coalesce And Repartition On RDD
Repartition Optimization
Shuffle Process
Introduction To Accumulators
Implementing Accumulators
Broadcast Variables
Introduction To DataFrames
Read CSV In DataFrame
DataFrame Insights
Select Columns From DataFrame
Add Modify Columns In DataFrame
Drop Columns In DataFrame
Rename Columns In DataFrame
Sort Columns In DataFrame
Filter Data In DataFrame
Remove Duplicates From DataFrame
Combine DataFrames
Pattern Based Filters In DataFrame
Add Column On Basis Of Condition In PySpark
Case Conversion In DataFrame
Aggregations On DataFrame
Aggregations With GroupBy
Pivot & Unpivot On DataFrame
Window Functions
Fill Null Values In DataFrame
Read CSV Options
Impose Schema On DataFrame
Write Modes In DataFrame
Date Functions
Convert RDD To DF And Vice Versa
Explode
Working With Array Type Column
DBUtils
Access ADLS Gen2 Using Access Key
Sign Up For Azure Databricks
Calling Other Notebooks
Read JSON Files
Read Multiple Files And Get File Names
Parquet File Format
Access ADLS Using SAS Token
Access ADLS Using OAuth
Read & Write Parquet Files
Delta Format
Create Temp Views
Create Managed And Unmanaged Tables
Partitioning
Bucketing
Control Number Of Records While Writing
Max Partition Bytes
Spark Query Execution Plans
Joins
Spark Execution Plans For Transformations
Broadcast Hash Join Algorithm
Sort Merge Join Algorithm
Shuffle Hash Join Algorithm
Sort Merge Bucket Join
Join Hints
Spark SQL
Spark Memory Management
Garbage Collection
CPU Terminologies
How Spark Processes Data
Databricks Compute & Clusters
Cluster Manager
Resource Allocation
Dynamic Allocation
Serialization And Deserialization
Cache And Persist
Hash Functions
JDBC
Incremental Load ADLS To SQL DB – Multiple Tables Using Watermark
Incremental Load ADLS To SQL DB – Using Watermark
Incremental Load ADLS To SQL DB – Using Hash Function
Incremental Load ADLS To SQL DB – Using Metadata
Spark Architecture Deep Dive (Optional Advanced Topic)
Demo
History Of Data Architectures
ReadAndWriteDeltaFormat
Deltalog
Version History and time travel
check pointing
Create Delta Table
Generated Columns
Create Partitioned Table
Schema Evolution
Copy Into
Merge
Column Statistics
Optimize - Vacuum - Zorder
Liquid Clustering
Change Data Feed
Reorg Table
Deletion Vectors
SCD - Type 1 & 2
Hive Meta Store
Demo
History Of Data Architectures
ReadAndWriteDeltaFormat
Deltalog
Version History and time travel
check pointing
Create Delta Table
Generated Columns
Create Partitioned Table
Schema Evolution
Copy Into
Merge
Column Statistics
Optimize - Vacuum - Zorder
Liquid Clustering
Change Data Feed
Reorg Table
Deletion Vectors
SCD - Type 1 & 2
Hive Meta Store
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Instructor:-
Azure Data Engineer
This Course Include:-
Lifetime Access to Videos
Mock interviews
Resume building support
Real-time projects
Hands-on practical training
Interview question practice
Job assistance
Whether you’re a student looking for career guidance or an organization seeking partnership, we’re here to help you take the next step.
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