DP203 Training In Hyderabad

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DP203 Training Syllabus

Design and Implement Data Storage (40-45%)

Design a data storage structure

design an Azure Data Lake solution
recommend file types for storage
recommend file types for analytical queries
design for efficient querying
design for data pruning
design a folder structure that represents the levels of data transformation
design a distribution strategy
design a Data archiving solution
Design a partition strategy
design a partition strategy for files
design a partition strategy for analytical workloads
design a partition strategy for efficiency/performance
design a partition strategy for Azure Synapse Analytics
identify when partitioning is needed in Azure Data LakeStorage Gen2
Design the serving layer
design star schemas
design slowly changing dimensions
design a dimensional hierarchy
design a solution for temporal Data
design for incremental loading
design analytical stores
design meta stores in Azure Synapse
Analytics and Azure Databricks

Implement physical data storage structures

implement compression
implement partitioning
implement sharding
implement different table geometries with Azure Synapse Analytics pools
implement data redundancy
implement distributions
implement data archiving

Implement logical data structures

build a temporal data solution
build a slowly changing dimension
build a logical folder structure
build external tables
implement file and folder structures for efficient querying and Data pruning

Implement the serving layer

deliver data in a relational star schema
deliver data in Parquet files
maintain metadata
implement a dimensional hierarchy

Design and Develop Data Processing (25-30%)

Ingest and transform data

transform data by using Apache Spark
transform data by using Transact-SQL
transform data by using Data Factory
transform data by using Azure Synapse
Pipelines
transform data by using Stream
Analytics
cleanse data
split data
shred JSON
encode and decode data
configure error handling for the
transformation
normalize and denormalize values
transform data by using Scala
perform data exploratory analysis
develop batch-processing solutions by using Data Factory, Data Lake, Spark, Azure Synapse Pipelines, PolyBase, and Azure Databricks
create data pipelines
design and implement incremental data loads
design and develop slowly changing dimensions
handle security and compliance requirements
scale resources
configure the batch size
Design and develop a batch-processing solution
integrate Jupyter/Python notebooks into a data pipeline
handle duplicate data
handle missing data
handle late-arriving data
upsert data
regress to a previous state
design and configure exception handling
configure batch retention
design a batch-processing solution
debug Spark jobs by using the Spark UI
develop a stream processing solution by using Stream Analytics, Azure Databricks, and Azure Event Hubs
process data by using Spark structured streaming
monitor for performance and functional regressions
design and create windowed aggregates
handle schema drift
process time series data
process across partitions
process within one partition

Design and develop a stream-processing solution

configure checkpoints/watermarking during processing
scale resources
design and create tests for Data pipelines
optimize pipelines for analytical or transactional purposes
handle interruptions
design and configure exception handling
upsert data
replay archived stream data
design a stream processing solution
trigger batches
handle failed batch loads

Manage batches and pipelines

validate batch loads
manage data pipelines in Data Factory/Synapse Pipelines
schedule data pipelines in Data Factory/Synapse Pipelines
implement version control for pipeline artifacts
manage Spark jobs in a pipeline

Design and Implement Data Security (10-15%)

Design security for data policies and standards

design data encryption for data at rest and in transit
design a data auditing strategy
design a data masking strategy
design for data privacy
design a data retention policy
design to purge data based on business requirements
design Azure role-based access control (Azure RBAC) and POSIX-like Access Control List (ACL) for Data Lakes Storage Gen2
design row-level and column-level security
implement data masking
encrypt data at rest and in motion
implement row-level and column-level security
implement Azure RBAC
implement POSIX-like ACLs for Data Lake Storage Gen2
implement a data retention policy

Implement data security

Implement a data auditing strategy
manage identities, keys, and secrets across different data platform technologies
implement secure endpoints (private and public)
implement resource tokens in Azure Databricks
load a DataFrame with sensitive information
write encrypted data to tables or Parquet files
manage sensitive information

Monitor and Optimize Data Storage and Data Processing (10-15%)

Monitor data storage and Data processing
implement logging used by Azure Monitor
configure monitoring services
measure the performance of data movement
monitor and update statistics about data across a system
monitor data pipeline performance
measure query performance
monitor cluster performance
understand custom logging options
schedule and monitor pipeline tests
interpret Azure Monitor metrics and logs
interpret a Spark directed acyclic graph (DAG)

Optimize and troubleshoot data storage and data processing

small compact files
rewrite user-defined functions (UDFs)
handle skew in Data
handle data spill
tune shuffle partitions
find shuffling in a pipeline
optimize resource management
tune queries by using indexers
tune queries by using cache
optimize pipelines for analytical transactional purposes
optimize pipeline for descriptive versus analytical workloads
troubleshoot a failed spark job
troubleshoot a failed pipeline run

What is the Azure DP203 Data Engineering Exam?

Candidates for this exam must possess a solid understanding of the subject matter and have experience in integrating transformation, consolidating, and transforming information from various data structures, both structured and unstructured, into a format that can be used to build analytics solutions.

Azure data engineers assist stakeholders in understanding data through exploratory research. They also design and maintain safe data processing pipelines using various tools.

These experts use a variety of Azure Data Services and Languages to store and produce datasets to be analyzed.

Azure data engineers help to ensure data pipelines and storage are efficient,high-performance,organized, and reliable concerning business requirements and limitations.

They deal with unexpected problems rapidly and reduce the loss of data. They also create, set up monitoring, analyze, and optimize data platforms to meet the requirements of the data pipeline.

Candidates for this test must be well-versed in the languages used for data processing, such as SQL, Python, or Scala. They also need to be able to comprehend parallel processing and pattern of data structures.

Microsoft DP 203 Data Engineering Associate Certification Advantages

The benefits of Azure certification include the opportunity to progress in your career, have access to various career opportunities and the possibility of earning an increase in salary, better capabilities, and enhanced security options for your company.

Explore the ways getting Azure certification could provide these advantages.

Get More Recognized : Azure Data Engineering certification from Microsoft is accepted by every employer in the IT business. Candidates who are Microsoft certified get more attention.

Well paid Salary Offer: Microsoft certified professionals are offered a very attractive pay package compared to other applicants who are not certified.

Increases Possibilities: Microsoft Azure certification is an opportunity to access a broader range of possibilities. It is possible to work for reputable corporations by the achievement of Microsoft certification.

Enhance Your Portfolio Microsoft Azure Data Engineering certification is an excellent for your resume if your goal is to go into an interest in data engineering

Career growth: If you’re currently working in cloud computing or you are considering entering the field, you’ll be able to enhance your career by obtaining an Azure certification.

Azure certifications are among the most sought-after certificates in IT in the present and can aid you in getting an improved job or advance into a more senior position within your career

Flexible Career Options:

Microsoft Azure certification will allow individuals to take on various job opportunities. You can be a cloud architect,developer, or solution architect.

Additionally, this certification allows the holder to engage in different industries in various locations.

Businesses across all industries move to the cloud due to its storage, computing, and networking benefits.

The Azure certification can help you get into various roles within industries like finance, health care, and entertainment. Furthermore, numerous certified Azure professionals work in various areas such as France as well as France, the UK, France, the United States, and more.

Potential For Higher Earnings

If you are pursuing an Azure certificate on a Fundamentals level, you’ll get a salary of $101,002 as per ZipRecruiter

According to Data on salaries collected from Glassdoor, Azure certification makes an impact on your earnings potential.

Azure cloud architects for instance are paid the average salary for a year of $120,275, and cloud architects earn less with an average of $114,7704.

You can observe similar trends in other cloud-related roles:

DevOps engineer: $105,441,Azure DevOps engineer: $110,635

Cloud engineer: $104,233,Azure cloud engineer: $114,631

Data engineer: $98,363, Azure data engineer: $111,526

Improved Skills:

The more you know about cloud computing the more competitive you are likely to be in the market for jobs.

According to the previous salary statistics, people with the most advanced skills in Azure are paid more for the knowledge they possess.

Azure certifications will help you develop your abilities in machine learning.

The most important skill that is assessed in the certification tests are a knowledge of cloud concepts and a thorough understanding of Azure’s key architecture components.

Other areas of expertise covered includes Azure identity access, security, and access, as well as Governance and Compliance.

Increased security:

Being certified can help you increase your company’s security because you’ll be up-to-date with the most recent trends and solutions. It would help if you also renewed your certifications.

This will allow you to stay informed regarding new developments and technological advancements.

This increased awareness of security can make you more attractive to employers looking to hire, specifically in roles requiring cloud security.

Practical Training

Advanced Syllabus

Best Stimulations

DP203 Certification Levels

Microsoft has separated its certifications into four levels. These range from beginner to expert. Microsoft provides all certificates in these four levels. Foundations Certification – Fundamentals Certification is designed for people who have just started to learn about cloud concepts. People without can also use these certifications without technical backgrounds to begin their journey into the cloud.

Associate Certification

If you're familiar with Azure, you can apply for these certifications on your resume.

Expert Certification

This is for those with prior experience, deep understanding, as well as associate-level knowledge in Azure.

Specialty certification

This is currently only available for certain roles such as Azure for the SAP Workloads and Microsoft Azure IOT Specialist.

Why Choose us

Hands on Practice

Hands-on lab exercises with detailed answers.

Best Support

Support provided by our friendly support team

Real-life Case Studies

Realistic and relevant case studies that you can relate to your own projects.

Highly Qualified

Expert team of highly qualified faculty members.

Guidance from Experienced Instructors

Guidance throughout the entire course from highly experienced instructors who are there to help you at every step of the way.

DP203 Training - Certification Course Objectives

DP203 Certification Exam Prerequisites

A data engineer for Azure is currently one of the most desirable job roles within the field of Microsoft Azure. It is the duty of data scientists is to oversee aspects of implementation that involve data, such as stream ingestion storage of data and transformation, security implementation and many more.

You can also be a data engineer by getting Microsoft Azure certifications based on role.

It would help if you had a clear understanding of the fundamentals of Azure certification before you begin the journey to Azure certification

To earn the Azure Data Engineer certification, you must take two exams and need to pass

to obtain the position as a certified data engineer. Candidates for this Microsoft Azure certification, a data engineer must take the DP 200 and DP 201 examinations in the prescribed order to be an Azure professional.

There aren’t any specific prerequisites in these two tests. But, the candidates should be proficient in programming fundamentals and SQL syntax before beginning the certification course Azure offers.

Additionally, the hands-on knowledge of the candidates in data pipelines, distributed systems, and related database basics can be beneficial for the career of a data engineer.

DP 200 exam evaluates the abilities of candidates in the following areas:

Implementing data storage solutions.
Designing and managing Data processing solutions.
Monitoring and optimizing the solutions for data.
data storage solutions using Azure.
Developing data processing solutions.
Data security, compliance, and implementation.

Who Can Take DP203 Certification Training

There is a huge amount of raw Data being generated each day in the majority of IT Industries, so they require a team of experts who can connect, transform and integrate data from a variety of structured and unstructured systems of data into the structures that are appropriate to build analytics solutions.

This is why there is a significant shortage in demand in the availability of Data Engineers.

This Data Engineering on Microsoft Azure certification is targeted at those who wish to develop their career within the Microsoft Azure domain.

It is a Microsoft Certified – Azure Data Engineer Associate exam that proves candidate can demonstrate basic knowledge and abilities in the field of Data Engineering on Microsoft Azure.

Microsoft Azure experts who wish to develop their skills in data engineering and assist users in understanding and understanding data.

Candidates who are interested in Data Engineering.
Data architects,Database Administrators and Business Intelligence professionals.
IT professionals who have a thorough knowledge of data processing languages, such as SQL, Python, or Scala.
People who are good at parallel processing and data architecture patterns.
Data Engineers who transform, and consolidate data from various unstructured and structured data systems into structures.
Professionals who are looking to pass their exam for certification DP-203

How Do I pass the  DP 203 Azure Data Engineer Associate Certification

Once you have a clear idea of what you need to do to prepare for your exam DP 203, it’s time to consider why you should dedicate all your effort to improving your existing exam skills.

One of the most apparent benefits of becoming a certified Microsoft Azure data engineer associate is the possibility of receiving a more excellent annual salary.

According to the most reputable job site, the median yearly wage for Microsoft Azure Administrators is of $101,002 In addition, if you include an international certificate in your resume or Linkedin profile, your chances of being hired at a desirable company are much more significant.

Employers appreciate applicants with an international certificate because they see the badge as proof that the applicant’s skills are thoroughly checked and analyzed. Alongside advancements in professional skills.

You also have an opportunity to stay informed of the latest developments in cloud computing. Cloud computing is among the most modern technologies in the market, and businesses are using it globally.

DP203 Certification Exam Pattern

The next step in preparing for the test is to learn about the DP-203 exam format. The Microsoft azure dp-203 data engineering exam is 120 minutes long and consists of approximately 40-60 questions.

The test is conducted via Pearson VUE and costs $165 for candidates within the United States. The costs for exam takers from other countries may vary from the amount.

Individuals can select among the various languages used in the test, which include English, Korean, Simplified Chinese and Japanese.

To pass the exam and earn the certificate, applicants must attain a minimum pass score of 700 marks out of 1000.

How to Take DP 203 Certification Exam?

DP 203 Certification is the latest and greatest in the industry. With DP 203 you can take control of your career and achieve success.

The Exam is rigorous, so be prepared for all that it entails.

Microsoft Azure DP203 Data Engineer Certification Exam Cost?

USD 165 (based on the location) is a new fee that Microsoft is offering. This fee is designed to help students afford their exams.

Exam Languages: English, Japanese, Chinese (Simplified), Korean, German, French, Spanish, Portuguese (Brazil), Russian, Indonesian (Indonesia), Arabic (Saudi Arabia), Chinese (Traditional), Italian .

DP 203 Certification Exam Retake Policy

There are many applicants who have questions regarding the Exam retake policy. Let’s look at the cases that are defined

 If you’re not capable of passing the test the first time around the next time, you’ll be required to wait at least 24 hours before taking the Exam again.

If you’re not capable of passing the test after the second time around in the meantime, the period to sit for the examination the next time is extended to 14 days.

So you are allowed to take five Retakes per year.

DP203 Certification Exam Cancellation Policy

If you intend to cancel or modify the appointment, it must be made at least 6 business days prior to the scheduled examination time in order that there will be no cost for cancellation.

  If there’s a cancellation or rescheduling that is not made within 5 business days, you’ll be charged a small fee.

If you do not change or cancel your appointment within 24 hours of the scheduled time, the full exam fee will be forfeited.

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Frequently Asked Questions

DP203 Certification Exam hard?

Candidates for this test must be well-versed in the languages used for data processing, such as SQL, Python, or Scala and having knowledge in data structures.

What are the requirements for the DP 203 Certification?

There is no prerequisite for Azure Data engineer certifications.

You have to give two certifications DP-200 and DP-201 to get Azure Data engineer associate certification.

DP203 Syllabus covered In The exam pattern

Design and implement data storage
Design and develop data processing
Design and implement data security
Monitor and optimize data storage and data processing

How much duration for this DP 203 Certification Exam

The DP 203 test is a two-hour test.

How many attempts are allowed to take DP 203 Certification Exam?

You can take five attempts within a year after the first attempt to clear the test.

What is the passing score for the DP 203 Certification exam?

The score required to pass the DP 203 test is 700 marks out of 1000.

Does it have any negative markings for a wrong answer?

There is no way to be penalized for a wrong answer. In the case of single-point items, you have to be able to answer completely and correctly. You don’t get points for any part of your answer which isn’t correct.

What time and when do I receive my exam results?

In a matter of minutes after finishing the exam, you will know that you have passed the exam successfully or failed. In addition, you will be provided with the report in a paper format that will include your exam score and feedback about what you did in the skills areas you were tested.

What kinds of jobs are you able to find with Microsoft Azure DP 203 Certification?

You can work in every industry by obtaining DP 203. Microsoft Azure provides cloud solutions for a variety of sectors, including

Financial services
Government
Health care
Manufacturing
Retail
Energy
Entertainment and media
Agriculture
Gaming
Banking

Exam Languages:

English, Japanese, Chinese (Simplified), Korean, German, French, Spanish, Portuguese (Brazil), Russian, Indonesian (Indonesia), Arabic (Saudi Arabia), Chinese (Traditional), Italian