The Big Data Developer Course
Master the most in-demand big data skills: Hadoop, Sqoop, Hive, Spark, Scala, Cassandra, HBase, NIFI, Kafka and more
Big Data,IT & Software,Scala Spark,Apache Spark,Big Data Hadoop,
Lectures -174
Resources -36
Duration -32.5 hours
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Course Description
Big Data Developers are in high demand and it's only going to increase as data grows. However, mastering the skills needed to become a Big Data Engineer can be overwhelming. That's why we created "The Big Data Developer Course" with the help of industry experts. Our course provides an end-to-end implementation of the most in-demand Big Data skills, including Hadoop, Spark, Kafka, Cassandra, and more. With 33 hours of hands-on training, you'll start with the basics and work your way up to production-level deployment, troubleshooting, and performance improvement. We cover everything from local development to integrating with complex data sources, such as NOSQL databases, and even streaming data. Our team is available to address any questions you have, and our video tutorials are all explained with examples. By the end of this course, you'll be a Big Data expert, ready to take on any job in the industry. Don't miss this opportunity to join the world of Big Data!
Here is a short description of what you will be learning in this course:
Understand the world of Big Data. What is Big data and why it is important
Understand and learn the concepts behind Hadoop. Understand its architecture
Install the software and start writing code
Learn important Hadoop Commands
Learn the file formats and understand when to use each of the file formats
Dive deep into Sqoop- a tool used for transferring data between RDBMS and HDFS
Dive deep into Hive- a tool used for querying the data on HDFS
Learn Scala - a top programming language
Dive deep into Spark which is very hot in the market
Learn NOSQL Databases - Cassandra and HBase and integrate them with Spark
Work with Complex data and process them effectively
Make your code production ready and deploy them onto the cluster
Learn Apache NIFI- a powerful and scalable open source tool for data routing
Work with Streaming data
Learn Kafka and integrate it with Spark
Learn troubleshooting techniques and performance improvement tips
This is complete end-to-end implementation course and we are very proud to bring this course to you.
Enroll now and join the world of Big Data !
Goals
What will you learn in this course:
Become a Big Data Developer by having strong hands on.
1. Understand the architecture of Hadoop
2. Understand file formats and the ability to choose the right format for a given use case
3. Develop applications on local system and then deploy them into production
4. Parameterize the code and make it production ready
5. Import data from mysql database into sqoop. Export data from hdfs to mysql. Get a deep understanding of sqoop
6. Query and analyze the data effectively using Hive. Get a strong understanding of hive
7. Learn Scala - one of the top programming languages
8. Learn basic, intermediate and Advance concepts of Spark which is very hot in the market
9. Work with complex data and learn how to process them effectively
10. Learn Cassandra and integrate it with Spark
11. Learn HBase and integrate it with Spark
12. Learn Apache NIFI
13. Work with Spark Streaming - Learn about Kafka and how it integrates with Spark
14. Get a good understanding of end to end big data pipeline
Prerequisites
What are the prerequisites for this course?
A basic familiarity with the Linux commands will be helpful
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction to the Big Data World
7 Lectures
- Introduction to Hadoop 12:54 12:54
- How MapReduce works 08:48 08:48
- What is Big Data 06:22 06:22
- [Notes] What is Big Data
- Hadoop 1.0 Architecture 22:15 22:15
- Hadoop 2.0 Architecture 15:24 15:24
- Hadoop 3.0 Architecture 09:01 09:01
Setting up Cluster and doing hands on with Hadoop
8 Lectures
Sqoop
26 Lectures
Hive
20 Lectures
Installation for Spark and Scala
2 Lectures
Let's learn Scala
31 Lectures
Introduction to Spark
2 Lectures
Spark RDDs
8 Lectures
Spark DataFrames
12 Lectures
Spark Advance
15 Lectures
Productionalizing your Code
5 Lectures
Complex Data Processing
8 Lectures
NOSQL Databases
10 Lectures
Apache NIFI
7 Lectures
Working with Streaming Data
13 Lectures
Instructor Details
Deesa Technologies
eWe are a small team of passionate and experienced software Engineers whose goal is to provide you with the best training that is possible by inculcating best practices followed, by adding our experience on the subject and making the course as easy as possible. We have successfully taught thousands of students online and are here to share our experience with you.
We believe in quality of the course and so any feedback on improving the course content will be worked on passionately. We are also available to guide you and answer any questions you may have.
Happy Learning !!
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