Advanced Learning Path - Data Engineering and Performance Tuning
Master Data Engineering using Apache Spark, Azure Databricks, Stream Processing and Performance Tuning
What you'll learn
Data Engineering and Performance Tuning with Apache Spark and Databricks is a comprehensive learning path that will help you become proficient in Apache Spark programming and Databricks Cloud Platform, Structured Streaming, and Incremental data processing.
This learning path also includes an advanced Spark performance tuning course. The performance tuning course will teach you a holistic approach of performance tuning and take you deep into instrumenting, monitoring, diagnosing, pinpointing, and identifying the root cause of the performance problems. Then, it will take you to the approaches for solving, implementing, measuring, and benchmarking the performance tuning solutions.
The learning path is also designed to cover the curriculum for Databricks Certified Associate Developer for Apache Spark and Databricks Data Engineer Associate Certification exams. You can learn from this learning path and get prepared for the certification exam and become certified data engineer.
Certification is not mandatory and the course is designed to help you become productive for your data engineering project development. The learning path also includes multiple Capstone projects to help you learn end-to-end project lifecycle and various design approaches.
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Learn Python programming fundamentals, execute a capstone project and become ready to learn PySpark.
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Learn Apache Spark and PySpark programming from beginner to advanced, execute a capstone project.
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Learn Spark Structured Streaming, Just Enough Kafka for Data Engineers, Incremental data processing, execute a capstone project
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Learn Azure Databricks Cloud platform capabilities, Lakehouse architecture and other Databricks Tools, execute capstone project.
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Performance debugging, benchmarking, analyzing, estimating, sizing, and solving performance problems
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Prepare and Practice for Certification exam using our free practice tests and become certified Data Engineer
Learning Path Courses
Recommended to take the courses in following order
Python Programming → Mastering PySpark → Stream Processing → Databricks Cloud → Performance Tuning
You can ask questions for any course in the support community
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Just Enough Python for PySpark Developers
Course5.0 average rating (9 reviews)Learn Python programming language. Hands-on learning with Capstone project. Just enough Python for Spark developers.
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Mastering PySpark Programming
Course5.0 average rating (18 reviews)Master Spark programming in Python (PySpark) from beginner to advanced. Hands-on learning and Capstone project.
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Apache Spark Structured Streaming
Course5.0 average rating (8 reviews)Master Apache Spark Structured Streaming and incremental data processing. Scenario based learning and Capstone project.
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Mastering Azure Databricks and Lakehouse
Course5.0 average rating (10 reviews)Master Azure Databricks Cloud platform capabilities and Lakehouse architecture. Micro-projects and Capstone project.
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Apache Spark Performance Tuning
Course5.0 average rating (17 reviews)Unlock the full potential of Apache Spark with Performance Tuning and Optimization. Learn 50+ scenarios on TB data volume.
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ScholarNest Data Engineer Architect Community
CommunityUse this community to ask questions, share your learnings using blog posts, and post job openings and referrals.
Course Reviews
In-Depth and Comprehensive!
Siva Das
This course covers everything you need to know about PySpark. The depth and clarity are remarkable, making complex topics easy to understand. Highly recommend it for anyone serious about mastering PySpark!
This course covers everything you need to know about PySpark. The depth and clarity are remarkable, making complex topics easy to understand. Highly recommend it for anyone serious about mastering PySpark!
Read LessBest course for performance tuning
Ananda Harihara Shivamurthy
You wont get this course anywhere in world. Its one of the rare and best course i have come across. you will rock in tuning aspects if you follow the instructor and complete this course.
You wont get this course anywhere in world. Its one of the rare and best course i have come across. you will rock in tuning aspects if you follow the instructor and complete this course.
Read LessExcellent course to become the master on PySpark at enterprise level
Amarnath Reddy Danthuluru
Excellent course to become the master on PySpark at enterprise level
Excellent course to become the master on PySpark at enterprise level
Read LessMastering PySpark Programming
Sudarshana Pai
One of the excellent course in the market to learn Pyspark.
One of the excellent course in the market to learn Pyspark.
Read LessExcellent course on spark optimization
Navkanth Jyothi
The course is very helpful in deepening our understanding of the inner workings of spark and various optimization techniques.
The course is very helpful in deepening our understanding of the inner workings of spark and various optimization techniques.
Read LessGreat Instructor, Great Course
Greg Coopman
This is a great course. I learn something new on each section.
This is a great course. I learn something new on each section.
Read LessExcellent
Praveen Mekala
Excellent
Excellent
Read LessBest course for spark structured streaming
Ananda Harihara Shivamurthy
Best course for spark structured streaming with coding, writing testcases and scenario based implementations with best examples with git repo access . this is a complete package.
Best course for spark structured streaming with coding, writing testcases and scenario based implementations with best examples with git repo access . this is a complete package.
Read LessBest Python course
Ronak JitendraBhai Patel
This is the best Python course i have seen so far. Python is too vast but Prashant Sir has covered all relevant topics needed for an Data engineer . I would recommend this course to anyone want to learn python for data engineering.
This is the best Python course i have seen so far. Python is too vast but Prashant Sir has covered all relevant topics needed for an Data engineer . I would recommend this course to anyone want to learn python for data engineering.
Read LessGood and upto date content
Pravin Mahindrakar
Excellent and with clear explanations.
Excellent and with clear explanations.
Read LessCourse FAQ
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How long can I access the course material?
We provide 3 years of access to the course material from the date of purchase. However, you should not misuse or share your course access with others and comply with our terms.
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Do you have a refund policy?
Yes. You can request a refund within 7 days of your purchase or before completing 15% of any course material (Except the Performance tuning course), whichever is earlier. We provide a refund after deducting 6% of payment processing charges.
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How do you provide support?
We provide a dedicated Q&A forum where you can freely ask questions, and our expert team is committed to addressing your queries.
Schedule a free call
Get in touch with your course coordinator to learn more about the course, our instructor-led programs, discount offers, group discounts, corporate training and additional payment methods.
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WhatsApp
WhatsApp: +91-93534 65988Want to speak to your course coordinator? We are just a WhatsApp message or a phone call away.
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Email
Email: [email protected]Drop us an email with all your queries and questions and we will get back to you over the email.
Buy single course
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Mastering PySpark Programming
Course5.0 average rating (18 reviews)Master Spark programming in Python (PySpark) from beginner to advanced. Hands-on learning and Capstone project.
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Mastering Azure Databricks and Lakehouse
Course5.0 average rating (10 reviews)Master Azure Databricks Cloud platform capabilities and Lakehouse architecture. Micro-projects and Capstone project.
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Apache Spark Performance Tuning
Course5.0 average rating (17 reviews)Unlock the full potential of Apache Spark with Performance Tuning and Optimization. Learn 50+ scenarios on TB data volume.