DataOps with GCP

Master the art of DataOps with Google Cloud Platform under expert guidance. Enroll in our comprehensive training program designed specifically for this course to develop a robust skill set in data engineering, pipeline design, storage solutions, and advanced analytics techniques. Elevate your career by gaining practical experience with industry-leading tools such as Cloud Dataflow, BigQuery, and Apache Airflow.

Online Oct 5-9, 2025 9:00 AM - 5:00 PM Salam Khan
updated
intermediate
DataOps with GCP
We price match

Public Pricing

MYR 8750

Corporate Pricing

Pax:

Training Fees: MYR 6500/day
Total Fees: MYR 32500 ++

Training Provider Pricing

Pax:

Training Fees: MYR 14000
Material Fees: MYR 600
Total Fees: MYR 14600

Features

5 days
35 modules
21 intakes
Full life-time access
English

Subsidies

HRDC Claimable logo

What you'll learn

  • Integrate BigQuery with various tools for enhanced data processing capabilities.
  • Understand the role of data engineers in a modern organization.
  • Optimize query performance through best practices.
  • Manage scalable workflows using Apache Airflow.
  • Perform advanced analytics using SQL within BigQuery.
  • Store and manage large datasets effectively with Cloud Storage and BigQuery.
  • Design and implement efficient data pipelines using GCP services.

Why should you attend?

This course provides an in-depth exploration of data engineering and analytics using Google Cloud Platform (GCP). Participants will begin by understanding the fundamental role of data engineers within a data-driven organization, including the essential skillsets and responsibilities required to excel in this field. The course then delves into the intricacies of designing and implementing data pipelines using GCP's Cloud Dataflow and Apache Beam, offering hands-on experience to solidify learning. As learners progress, they will gain expertise in storing and accessing data with GCP services like Cloud Storage and BigQuery. The course covers best practices for managing data warehousing solutions, emphasizing the importance of star schemas and fact/dimension tables. Participants will also learn how to perform data transformations and manipulations using SQL in BigQuery, optimizing query performance through advanced techniques. The curriculum further explores the integration of BigQuery with other tools and services, enhancing participants' ability to build scalable data pipelines. Advanced topics include managing workflows with Apache Airflow and employing best practices for scaling data warehouses. Finally, learners will engage in a capstone project that synthesizes all acquired knowledge, culminating in a presentation where they receive constructive feedback from peers and instructors.

Course Syllabus

Day 1 - Data Engineering Fundamentals
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 1
Day 2 - Data Warehousing Essentials
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 2
Day 3 - BigQuery Analytics Techniques
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 3
Day 4 - Scaling Data Solutions
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 4
Day 5 - Capstone Project Implementation
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 5

Instructor

Loading...
Tasmeea Rahman Lecturer Teaching

Tasmeea Rahman is a highly skilled and versatile professional with a rich background in both academia and industry. Currently serving as a Freelance Corporate Trainer at Abundent in Kuala Lumpur, Malaysia, Tasmeea specializes in developing content and providing training on a wide array of subjects including Machine Learning, Data Analysis with Python, MS Excel, Power BI, Minitab, Jaspersoft, Apache Superset, TIBCO Spotfire, and various electrical and mechanical 2D/3D design tools such as AutoCAD and Autodesk Fusion 360. Her role also encompasses project management training. Previously, Tasmeea worked as an Adjunct Lecturer at Leading University in Sylhet, Bangladesh where she was involved in curriculum development and delivering engaging lectures on electrical and electronics courses. She has hands-on experience in teaching subjects like electrical circuits, VLSI design, digital signal processing, and microprocessors. Before her academic stint, she served as a Design Engineer at ALCOVE in Dhaka, Bangladesh where she was responsible for providing electrical and architectural drawings along with planning and executing projects. Tasmeea holds a Ph.D. in Project Management from Universiti Putra Malaysia with a perfect CGPA of 4.00/4.00. She also earned a Master of Engineering Management from the same university and an MBA in Marketing from the University of Dhaka. Her educational foundation is built on a Bachelor's Degree in Electrical and Electronics Engineering from United International University in Bangladesh. In addition to her formal education, Tasmeea has several certifications including Train the Trainer Certification from HRD Corp and Agile Project Management Certifications from Google via Coursera. She is proficient in multiple engineering software tools and programming languages including MATLAB, AutoCAD, C++, Assembly language, and Python. Fluent in both Bengali and English, Tasmeea is committed to continuous learning and professional development.

7 Students
78 Courses

Instructor

Loading...
Mohammad Mehdi Lotfinejad Certified Data Science Trainer and Data Engineer Teaching

Mohammad Mehdi Lotfinejad is an accomplished Chief Data Officer and certified HRDF trainer with over 15 years of experience in computer science instruction and professional data science/engineering training. He combines extensive academic credentials with deep industry expertise, holding a PhD in Computer Science from Universiti Malaya and Harvard Business School certification in Business Analytics. His comprehensive technical background spans Apache Spark, MySQL, PostgreSQL, MongoDB, Snowflake, Redshift, Apache Airflow, API development, microservices, and Amazon Web Services. Currently serving as Chief Data and Knowledge Officer at Magna.ai, a Florida-based lawtech company, Lotfinejad leads the development of AI-driven legal case analysis systems, architecting graph databases, data warehouses, and workflow engines while ensuring compliance with legal standards. His concurrent role as Senior Data Engineer at AXIATA Digital Advertising (ADA) in Malaysia demonstrates his ability to manage complex, multi-regional data operations across Southeast Asian markets, designing automated pipelines using AWS RedShift, Snowflake, and Google BigQuery. His training expertise was honed during his tenure as Lead Senior Data Scientist Professional Trainer at The Center of Applied Data Science, where he designed and delivered comprehensive training programs for major corporations including CIMB, PETRONAS, SHELL, and TNB. He successfully led teams of data scientists and engineers in developing cutting-edge curriculum and migrating legacy systems to modern data management solutions. His academic foundation includes faculty positions at multiple universities where he taught computer architecture, programming languages, software engineering, and data structures while publishing numerous high-impact research papers and books. Lotfinejad's unique combination of technical leadership, educational expertise, and industry experience makes him exceptionally qualified to deliver sophisticated software training programs. His proven track record of leading cross-functional teams, developing enterprise-level solutions, and translating complex technical concepts into accessible learning materials positions him as an ideal trainer for organizations seeking to advance their technical capabilities in data science, engineering, and modern software development practices.'

8 Students
70 Courses
18 Years

Instructor

Loading...
Salam Khan Entrepreneur and Corporate Trainer Teaching

Salam Khan is a seasoned corporate trainer and technology practitioner with over two decades of comprehensive experience spanning agile methodologies, data management, product delivery, and business strategy. His unique value proposition lies in combining real-world industry experience with exceptional training capabilities, having worked across diverse markets including Australia, the Middle East, and Southeast Asia with both startups and enterprise-level organizations. Throughout his distinguished career, Salam has delivered impactful training programs for prestigious organizations including Emirates Airlines, PWC Academy UAE, Sepang Circuit Malaysia, Myer, NAB, ANZ, Kind Corner, and 9T5. His training philosophy centers on creating practical, engaging, and outcome-focused learning experiences that translate directly into workplace performance improvements. Whether facilitating large-scale agile transformations, upskilling product teams, or enhancing the capabilities of business analysts and technical writers, Salam designs sessions that are immediately applicable and relevant to participants' daily challenges. Salam's technical foundation is anchored by a Bachelor of Science in Computer Science, complemented by an impressive array of industry certifications that demonstrate his commitment to continuous learning and professional excellence. His credentials include Certified Data Management Professional (CDMP), SAFe Program Consultant (SPC), Professional Scrum Master (PSM), Professional Scrum Product Owner (PSPO), Professional Agile Leader (PAL-E), and Data & AI DSPM Fundamentals certification. What sets Salam apart as a trainer is his hands-on practitioner background, ensuring that his training content is grounded in real-world application rather than theoretical concepts alone. His experience working in the trenches with global teams provides him with invaluable insights into the practical challenges organizations face when implementing agile practices, managing data initiatives, and driving digital transformation. This practical expertise enables him to deliver training that resonates with participants and drives measurable business outcomes, making him an invaluable asset for organizations seeking to enhance their team capabilities through expert-led professional development programs.

20 Courses
English, Urdu, Hindi

Minimum Qualification

undergraduate

Target Audience

students
entry level
engineers

Methodologies

lecture
slides
case studies
labs

Instructor Reviews

review avatar
Rohit R
3 years ago
3 years ago

Tasmeea was an excellent teacher. Very pleasant, willing to assist and answer concerns, and continuously asked how she could assist more. She made the course enjoyable as well as informative.

review avatar
Sam A
3 years ago
3 years ago

Thank you so much for your invaluable guidance. I really enjoyed it and appreciated how much fun you made it! I feel much more equipped to cope with difficult challenges.

review avatar
Carmen S
3 years ago
3 years ago

The training was both fascinating and beneficial. Many members of the staff commented on how useful it was. Tasmeea delivers the topic with authority, wit, and passion.

Mohammad Mehdi Lotfinejad Certified Data Science Trainer and Data Engineer
review avatar
Michael Ogheneme
1 year ago
1 year ago

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.

review avatar
Amin Jula
1 year ago
1 year ago

Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly.

review avatar
Kennedy Okonkwo
1 year ago
1 year ago

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.

FAQs

Why should you attend?

This course provides an in-depth exploration of data engineering and analytics using Google Cloud Platform (GCP). Participants will begin by understanding the fundamental role of data engineers within a data-driven organization, including the essential skillsets and responsibilities required to excel in this field. The course then delves into the intricacies of designing and implementing data pipelines using GCP's Cloud Dataflow and Apache Beam, offering hands-on experience to solidify learning. As learners progress, they will gain expertise in storing and accessing data with GCP services like Cloud Storage and BigQuery. The course covers best practices for managing data warehousing solutions, emphasizing the importance of star schemas and fact/dimension tables. Participants will also learn how to perform data transformations and manipulations using SQL in BigQuery, optimizing query performance through advanced techniques. The curriculum further explores the integration of BigQuery with other tools and services, enhancing participants' ability to build scalable data pipelines. Advanced topics include managing workflows with Apache Airflow and employing best practices for scaling data warehouses. Finally, learners will engage in a capstone project that synthesizes all acquired knowledge, culminating in a presentation where they receive constructive feedback from peers and instructors.

What you'll learn

  • Integrate BigQuery with various tools for enhanced data processing capabilities.
  • Understand the role of data engineers in a modern organization.
  • Optimize query performance through best practices.
  • Manage scalable workflows using Apache Airflow.
  • Perform advanced analytics using SQL within BigQuery.
  • Store and manage large datasets effectively with Cloud Storage and BigQuery.
  • Design and implement efficient data pipelines using GCP services.

Course Syllabus

Day 1 - Data Engineering Fundamentals
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 1
Day 2 - Data Warehousing Essentials
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 2
Day 3 - BigQuery Analytics Techniques
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 3
Day 4 - Scaling Data Solutions
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 4
Day 5 - Capstone Project Implementation
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
Lunch
1 hour
Short Break
15 mins
Short Break
15 mins
Short Break
15 mins
Recap and Q&A
15 mins
End of Day 5

Instructor Reviews

review avatar
Rohit R
3 years ago
3 years ago

Tasmeea was an excellent teacher. Very pleasant, willing to assist and answer concerns, and continuously asked how she could assist more. She made the course enjoyable as well as informative.

review avatar
Sam A
3 years ago
3 years ago

Thank you so much for your invaluable guidance. I really enjoyed it and appreciated how much fun you made it! I feel much more equipped to cope with difficult challenges.

review avatar
Carmen S
3 years ago
3 years ago

The training was both fascinating and beneficial. Many members of the staff commented on how useful it was. Tasmeea delivers the topic with authority, wit, and passion.

Mohammad Mehdi Lotfinejad Certified Data Science Trainer and Data Engineer
review avatar
Michael Ogheneme
1 year ago
1 year ago

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.

review avatar
Amin Jula
1 year ago
1 year ago

Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly.

review avatar
Kennedy Okonkwo
1 year ago
1 year ago

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.

We price match

Public Pricing

MYR 8750

Corporate Pricing

Pax:

Training Fees: MYR 6500/day
Total Fees: MYR 32500 ++

Training Provider Pricing

Pax:

Training Fees: MYR 14000
Material Fees: MYR 600
Total Fees: MYR 14600

Features

5 days
35 modules
21 intakes
Full life-time access
English

Subsidies

HRDC Claimable logo

Instructors

Loading...
Tasmeea Rahman Lecturer Teaching

Tasmeea Rahman is a highly skilled and versatile professional with a rich background in both academia and industry. Currently serving as a Freelance Corporate Trainer at Abundent in Kuala Lumpur, Malaysia, Tasmeea specializes in developing content and providing training on a wide array of subjects including Machine Learning, Data Analysis with Python, MS Excel, Power BI, Minitab, Jaspersoft, Apache Superset, TIBCO Spotfire, and various electrical and mechanical 2D/3D design tools such as AutoCAD and Autodesk Fusion 360. Her role also encompasses project management training. Previously, Tasmeea worked as an Adjunct Lecturer at Leading University in Sylhet, Bangladesh where she was involved in curriculum development and delivering engaging lectures on electrical and electronics courses. She has hands-on experience in teaching subjects like electrical circuits, VLSI design, digital signal processing, and microprocessors. Before her academic stint, she served as a Design Engineer at ALCOVE in Dhaka, Bangladesh where she was responsible for providing electrical and architectural drawings along with planning and executing projects. Tasmeea holds a Ph.D. in Project Management from Universiti Putra Malaysia with a perfect CGPA of 4.00/4.00. She also earned a Master of Engineering Management from the same university and an MBA in Marketing from the University of Dhaka. Her educational foundation is built on a Bachelor's Degree in Electrical and Electronics Engineering from United International University in Bangladesh. In addition to her formal education, Tasmeea has several certifications including Train the Trainer Certification from HRD Corp and Agile Project Management Certifications from Google via Coursera. She is proficient in multiple engineering software tools and programming languages including MATLAB, AutoCAD, C++, Assembly language, and Python. Fluent in both Bengali and English, Tasmeea is committed to continuous learning and professional development.

7 Students
78 Courses
Loading...
Mohammad Mehdi Lotfinejad Certified Data Science Trainer and Data Engineer Teaching

Mohammad Mehdi Lotfinejad is an accomplished Chief Data Officer and certified HRDF trainer with over 15 years of experience in computer science instruction and professional data science/engineering training. He combines extensive academic credentials with deep industry expertise, holding a PhD in Computer Science from Universiti Malaya and Harvard Business School certification in Business Analytics. His comprehensive technical background spans Apache Spark, MySQL, PostgreSQL, MongoDB, Snowflake, Redshift, Apache Airflow, API development, microservices, and Amazon Web Services. Currently serving as Chief Data and Knowledge Officer at Magna.ai, a Florida-based lawtech company, Lotfinejad leads the development of AI-driven legal case analysis systems, architecting graph databases, data warehouses, and workflow engines while ensuring compliance with legal standards. His concurrent role as Senior Data Engineer at AXIATA Digital Advertising (ADA) in Malaysia demonstrates his ability to manage complex, multi-regional data operations across Southeast Asian markets, designing automated pipelines using AWS RedShift, Snowflake, and Google BigQuery. His training expertise was honed during his tenure as Lead Senior Data Scientist Professional Trainer at The Center of Applied Data Science, where he designed and delivered comprehensive training programs for major corporations including CIMB, PETRONAS, SHELL, and TNB. He successfully led teams of data scientists and engineers in developing cutting-edge curriculum and migrating legacy systems to modern data management solutions. His academic foundation includes faculty positions at multiple universities where he taught computer architecture, programming languages, software engineering, and data structures while publishing numerous high-impact research papers and books. Lotfinejad's unique combination of technical leadership, educational expertise, and industry experience makes him exceptionally qualified to deliver sophisticated software training programs. His proven track record of leading cross-functional teams, developing enterprise-level solutions, and translating complex technical concepts into accessible learning materials positions him as an ideal trainer for organizations seeking to advance their technical capabilities in data science, engineering, and modern software development practices.'

8 Students
70 Courses
18 Years
Loading...
Salam Khan Entrepreneur and Corporate Trainer Teaching

Salam Khan is a seasoned corporate trainer and technology practitioner with over two decades of comprehensive experience spanning agile methodologies, data management, product delivery, and business strategy. His unique value proposition lies in combining real-world industry experience with exceptional training capabilities, having worked across diverse markets including Australia, the Middle East, and Southeast Asia with both startups and enterprise-level organizations. Throughout his distinguished career, Salam has delivered impactful training programs for prestigious organizations including Emirates Airlines, PWC Academy UAE, Sepang Circuit Malaysia, Myer, NAB, ANZ, Kind Corner, and 9T5. His training philosophy centers on creating practical, engaging, and outcome-focused learning experiences that translate directly into workplace performance improvements. Whether facilitating large-scale agile transformations, upskilling product teams, or enhancing the capabilities of business analysts and technical writers, Salam designs sessions that are immediately applicable and relevant to participants' daily challenges. Salam's technical foundation is anchored by a Bachelor of Science in Computer Science, complemented by an impressive array of industry certifications that demonstrate his commitment to continuous learning and professional excellence. His credentials include Certified Data Management Professional (CDMP), SAFe Program Consultant (SPC), Professional Scrum Master (PSM), Professional Scrum Product Owner (PSPO), Professional Agile Leader (PAL-E), and Data & AI DSPM Fundamentals certification. What sets Salam apart as a trainer is his hands-on practitioner background, ensuring that his training content is grounded in real-world application rather than theoretical concepts alone. His experience working in the trenches with global teams provides him with invaluable insights into the practical challenges organizations face when implementing agile practices, managing data initiatives, and driving digital transformation. This practical expertise enables him to deliver training that resonates with participants and drives measurable business outcomes, making him an invaluable asset for organizations seeking to enhance their team capabilities through expert-led professional development programs.

20 Courses
English, Urdu, Hindi

Minimum Qualification

undergraduate

Target Audience

students
entry level
engineers

Methodologies

lecture
slides
case studies
labs

FAQs

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