Apache Doris
Master high-performance analytical database management with our intensive Apache Doris training program. Excel in real-time OLAP workloads, advanced ETL architecture, and lakehouse integration under the guidance of industry experts. Enroll in our comprehensive curriculum tailored specifically for modern data analytics professionals seeking thorough expertise in MPP systems, streaming data pipelines, and enterprise-grade performance optimization.
- Available in:
- Malaysia
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Target Audience
Methodologies
Subsidies

What you'll learn
- Design optimal table models using Duplicate, Aggregate, and Unique Key strategies
- Configure and deploy Apache Doris clusters with Frontend and Backend nodes
- Implement real-time data pipelines using Kafka, Flink, and CDC integration
- Optimize query performance through materialized views and indexing techniques
- Develop end-to-end analytical solutions from ingestion to dashboard delivery
- Build multi-layer ETL architectures with ODS, DWD, DWS, and ADS components
- Integrate BI tools like Superset, Grafana, and Tableau for data visualization
- Configure security, monitoring, and disaster recovery for production environments
Why should you attend?
This comprehensive training program provides hands-on expertise in Apache Doris, a high-performance analytical database designed for real-time OLAP (Online Analytical Processing) workloads. Participants will master the fundamentals of modern analytics architecture, including Frontend and Backend node configurations, MPP (Massively Parallel Processing) capabilities, and columnar storage optimization. The curriculum progresses through essential data modeling concepts, covering Duplicate Key, Aggregate Key, and Unique Key table models, along with advanced partitioning and bucketing strategies. Students will gain practical experience in schema design, materialized views, and performance optimization techniques critical for large-scale analytical environments. Advanced modules focus on real-time data integration using CDC pipelines with Kafka and Flink, ETL architecture principles including ODS, DWD, DWS, and ADS layers, and the implementation of Medilon middle-layer transformations. Participants will develop expertise in Python connectivity, BI tool integration with Superset, Grafana, and Tableau, plus comprehensive monitoring and observability practices. The program culminates with lakehouse integration concepts, security governance, and capstone projects that demonstrate end-to-end pipeline development from data ingestion through dashboard creation, ensuring participants can implement production-ready analytical solutions.
Course Syllabus
Day 1 - Doris Fundamentals & Setup
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - ETL & Data Integration
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Day 3 - Production & Advanced Topics
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 3
Ratings and Reviews
Instructor
Instructor
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
Instructor
Instructor
Instructor Reviews
Mohammad Mehdi Lotfinejad
Chief Data Officer & Data Science Trainer"Mehdi and I worked on several projects with company such as Petronas , Shell and CIMB Regional ETC. I must say Mehdi's training was highly appreciated by our clients as he was able to exhibit in full display his vast knowledge as a Data professional. I would highly recommend him to anyone looking for a top tier training expert."
"Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly."
"I had the pleasure of working with Mehdi together on some high-level initiatives such as the Petronas data scientist program and Shell's project to become a data-driven organization. During these projects, Mehdi received numerous accolades for his ability to share his knowledge and mentor up-and-coming data scientists. Based on our shared experiences, I have no hesitation in recommending Mehdi for any project or position he may be considered for."
FAQ
Frequently Asked Questions About This Course
- Public pricing: applies for individuals signing up from different companies.
- Corporate pricing: applies if a company wants to have an intake for its employees only.
- Training provider pricing: applies only for other training providers looking to hire our trainers and use our content. Our content has a licensing fee.
We will keep you updated on the status of the intake after you enroll.
Courses you may like
Why should you attend?
This comprehensive training program provides hands-on expertise in Apache Doris, a high-performance analytical database designed for real-time OLAP (Online Analytical Processing) workloads. Participants will master the fundamentals of modern analytics architecture, including Frontend and Backend node configurations, MPP (Massively Parallel Processing) capabilities, and columnar storage optimization. The curriculum progresses through essential data modeling concepts, covering Duplicate Key, Aggregate Key, and Unique Key table models, along with advanced partitioning and bucketing strategies. Students will gain practical experience in schema design, materialized views, and performance optimization techniques critical for large-scale analytical environments. Advanced modules focus on real-time data integration using CDC pipelines with Kafka and Flink, ETL architecture principles including ODS, DWD, DWS, and ADS layers, and the implementation of Medilon middle-layer transformations. Participants will develop expertise in Python connectivity, BI tool integration with Superset, Grafana, and Tableau, plus comprehensive monitoring and observability practices. The program culminates with lakehouse integration concepts, security governance, and capstone projects that demonstrate end-to-end pipeline development from data ingestion through dashboard creation, ensuring participants can implement production-ready analytical solutions.
What you'll learn
- Design optimal table models using Duplicate, Aggregate, and Unique Key strategies
- Configure and deploy Apache Doris clusters with Frontend and Backend nodes
- Implement real-time data pipelines using Kafka, Flink, and CDC integration
- Optimize query performance through materialized views and indexing techniques
- Develop end-to-end analytical solutions from ingestion to dashboard delivery
- Build multi-layer ETL architectures with ODS, DWD, DWS, and ADS components
- Integrate BI tools like Superset, Grafana, and Tableau for data visualization
- Configure security, monitoring, and disaster recovery for production environments
Course Syllabus
Day 1 - Doris Fundamentals & Setup
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - ETL & Data Integration
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Day 3 - Production & Advanced Topics
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 3
Instructor Reviews
Mohammad Mehdi Lotfinejad
Chief Data Officer & Data Science Trainer"Mehdi and I worked on several projects with company such as Petronas , Shell and CIMB Regional ETC. I must say Mehdi's training was highly appreciated by our clients as he was able to exhibit in full display his vast knowledge as a Data professional. I would highly recommend him to anyone looking for a top tier training expert."
"Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly."
"I had the pleasure of working with Mehdi together on some high-level initiatives such as the Petronas data scientist program and Shell's project to become a data-driven organization. During these projects, Mehdi received numerous accolades for his ability to share his knowledge and mentor up-and-coming data scientists. Based on our shared experiences, I have no hesitation in recommending Mehdi for any project or position he may be considered for."
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Target Audience
Methodologies
Subsidies

Ratings and Reviews
Instructors
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
Courses you may like
FAQ
Frequently Asked Questions About This Course
- Public pricing: applies for individuals signing up from different companies.
- Corporate pricing: applies if a company wants to have an intake for its employees only.
- Training provider pricing: applies only for other training providers looking to hire our trainers and use our content. Our content has a licensing fee.
We will keep you updated on the status of the intake after you enroll.
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