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Cpd uk Data engineering CERTIFICATION PROGRAM
Build the backbone of successful data-driven organizations with the cutting-edge Data Engineering program
4/5
4.3 (350+ ratings)
300k+ Trained Data Engineering
COURSE OVERVIEW
The CPD UK Data Engineering certification program is a comprehensive course designed to equip learners with the essential skills and knowledge in the field of data engineering.
The program offers hands-on training and real-world simulations to enhance practical expertise
Upon completion, participants will receive a prestigious CPD UK certification, validating their expertise in Data Engineering.
Job Demand Expected to Grow by 76% every year
curriculum
- What is Data Engineering
- Why DE Responsibilities
- Distributed System framework
- Big Data
- Key Data Engineering Concepts
- Types of Data Sources
- DE Tools
- Big Picture-Industry Examples
- Basic concepts of HDFS and Architecture
- Basic concepts of Map Reduce
- Basic concepts of Yarn
- Applying map reduce to common problem
- Understanding Map Reduce Programming
- Model
- Hive basic concepts
- Why Spark
- Spark Vs Hadoop
- Basic Concepts of Spark
- Spark Architecture
- Understanding different Modes in Spark
- Spark Lifecycle
- Understanding Narrow vs Wide transformations, Data caching concepts, Repartition Vs coalesce
- RDD’s Accumulators and Broadcast Variables
- Setting up Spark Environment standalone cluster
- Simple Spark Program
- Submitting Spark jobs, how does spark submit works
- What is Catalyst Optimizer
- Spark internal concepts like shuffline, coalasce etc
- Processing batch data with Apache Spark
- Applying Transformation
- UDF Creation
- Spark SQL
- Spark Data Frames
- Spark Data set
1. Building interactive dashboards with multiple visuals.
2. Designing for user-friendly navigation and exploration.
3. Applying basic and advanced filtering options.
4. Implementing hierarchies and drill-down functionality.
- What is Kafka
- How to use Kafka
- Installing Kafka Cluster
- Kafka Producer and Consumer Implementation
- Kafka Integration with Spark structure streaming
- How to use Kafka in actual problems solving
- Building Streaming Pipelines & optimizing it
- Getting with ML with Apache Spark
- Machine Learning packages: spark.mlib vs spark.ml
- Implementation Clustering and dimensionality reduction in spark ML
- Building recommendation session in Spark ML
- Performing Regression of batch data:
- Implementing Classification Model
- Getting Started With Cassandra
- Understanding Cassandra Data Model
- Understanding Cassandra Architecture
- Creating Sample Application In Cassandra
- Configuring, Reading And Writing Data In Cassandra
- Integrating Cassandra With Hadoop
- Cassandra Query Language
- Working With Cassandra Clients And Live Project
- Practice Test & Interview Questions
- Cloud Implementation and tools:
- AWS EMR Cluster introduction & spark job
- deployments
- AWS Kinesis implementation integration with spark streaming jobs
- AWS EC2
- AWS S3
- Introduction of AWS Managed Services like: Athena, AWS Glue, AWS Redshift
- Setting up pipeline and end to end real time project implementation on AWS
- Introduction to Azure Data Bricks
- Microsoft Azure Services and overview
- What is Data Bricks and why cloud?
- Different cloud providers offering cloud services
- Databricks Features & community edition
- Cluster creation on Databricks
- All purpose cluster
- Job Cluster
- Cluster Pool
- When to use different cloud modes
- Data Bricks benefit
- Different cloud optimization (Memory Optimization, Compute Optimized, General Purpose, GPU Accelrated)
- Databricks file system
- Databricks architecture
- DBFS details
- Object Store (Blob storage, Data lake Gen2)
- Filesystem Utility (DBUtils)
- Azure Data Factory introduction
- Data transfer (source to sink)
- Data Transformation
- Workflow orchestration
- Data transfer from RDBMS to ADLS Gen2
- Azure SQL Data bas
- Data transfer from Azure SQL to ADLS Gen2
- Author, monitor & manage
- Data integration Service (ADF)
- Use case where ADF can be used
- Data Ingestion
- Data Transformation
- Data orchestration
- Data flow mapping
- Data transfer from external URL’s to ADLS –Use case
- Linked services from source to sink
- Select transformation
- ADF primary usage
- Azure CosmosDB
- Azure manage services
- Azure cognitive search engine
- Azure Event Hub
- AWS EMR basics
- AWS EC2
- AWS S3
- AWS Athena
- AWS Glue data catalog | crawlers
- AWS Red shift
- End to End Real time cloud projects using cloud services
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LIST OF PROJECTS
Network Vulnerability Scanneri
Password Manager
Malware Analysis Tool Web Application
Secure File Encryption/Decryption
Secure Chat Application
Phishing Awareness Platform
Tool Web Application Firewall
Want to build strong project protfolio?
Book a Free Demo Now!
Professional Certification
Enhance Your Employability and Recognition by Combining your degree and experience with success
in the Data Science Institute’s Industry Recognised and Approved Professional Certifications.
Why You Should Choose ACODS?
- ACODS LMS Portal
- World-Class Instructors
- Expert-Led Mentoring Sessions
- Instant doubt clearing
- 100+ Live Hours
- Course Access Never Expires
- Free Access to Future Updates
- Unlimited Access to Course Content
- 7 Months Program
- One-On-One Learning Assistance
- Help Desk Support
- Resolve Doubts in Real-time
- Live 1 to 1 Mentorship
- Industry-Relevant Projects
- Course Demo Dataset & Files
- Quizzes & Assignments
- 300+ Hiring partners
- CPD UK Certificate
- Project Certificate of Metafiser
- ACODS Certificate of Completion
- CPD UK Certification
- CPD UK Certificate
- Project Certificate of Metafiser
- ACODS Certificate of Completion
- Online Portfolio Builder
To showcase your projects via GitHub, Kaggle, and many more
- Job Assistance
Profile Analysis of an Individual to Assist them in Placement
- Mock interviews
To Perform well and Boost your Confidence in Interviews
JOB PROFILES
Data Engineer
Big Data Engineer
ETL Developer
Data Warehouse Engineer
Data Integration Specialist
Data Pipeline Engineer
Cloud Data Engineer
Database Developer
Data Operations Engineer
Looking for Customized Training Programs?
ALUMNI NETWORK
Advisory Board
Expert-in
Java, Spring, REST, Data Engineering, Big Data, Hadoop, Spark, Kafka, No SQL, Apache-airflow, AZURE,AWS System Designing, Redis, Postgres, hibernates, Open source technologies
Expert-in
AWS, Spark, Scala, Python, Java, Big Data, Kafka, NO SQL, SQL, Performance optimization, Flume, ELK, Kubernetes, Kafka
Expert-in
Data Engineering, AI-ML, SQL, MLOPS, Big Data, Hadoop, Spark, Kafka, No SQL, Apache-airflow, AWS, GCP, Scala
Expert-in
Java, Spring, REST, Data Engineering, Big Data, Hadoop, Spark, Kafka, No SQL, Apache-airflow, AZURE,AWS System Designing, Redis, Postgres, hibernates, Open source technologies
Expert-in:
ML, Spark, Hadoop, Snowflake, RDBMS, NoSQL, AWS, Java, Scala and Python
Expert-in:
Microsoft Power-BI, Tableau, pySpark,Big Data, Python, SQL, Deep Learning, ML Algorithms, Automation ,Data Analysis.
Expert-in:
AI-ML, Data Engineering, Big Data, Hadoop, Spark, Kafka, No SQL, Apache-airflow, AZURE, AWS, System Designing, Kubernetes,Memchange
Read learner testimonials
"This session was something I was really looking forward to. It was very effective to build logical approach and most important error solving.
The overall session was very informative. I personally developed good logical thinking as i tried doing it on my own. Sir gave us huge amount of information related to machine learning as well as projects as well.
you are very lucky person when you will get chance to work with Vaseem Durrani sir and I'm one of them, sir you have sea of knowledge about Python programming, raspberry pi and all the things that comes under IOT(Internet on Things).
Vaseem sir ur teaching process is very nice and 90% concept of machine learning is clear and analysed what we should do and we are very lucky students for this training thank you so much sir
I just completed my training at ACODS for Machine Learning and I must say that the course was comprehensive and encompassed all modules of python. Mr. Vaseem, the head faculty, is very knowledgeable and helped me understand all concepts and their applications in realtime code execution wonderfully.
It was AWESOME,FABULOUS, OUTSTANDING,MINDBLOWING to gain the knowledge from VASEEM SIR and his team.Sir and his team helped alot to clear our doubts and to make feel us confidence of what we are learning .
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