Big Data has become one of the most important topics of discussion for today’s society. This is due mainly to the exponential growth of data that is being produced. This data includes everything from social media posts, to real-time data about health, to scientific research. The problem is, the amount of data is so high, that it is becoming increasingly difficult to manage. Organizations are searching for new methods to manage this data, and to make sense of it. One of the most popular methods of managing this data is through the use of artificial intelligence. The advantage of artificial intelligence is that it is not limited to human capabilities. By using artificial intelligence, the limitations of humans are mitigated, and the possibilities are endless.
Contents
The best Big Data course of 2024
In the course, you will learn how to identify problems with Big Data, how to gain access to the most relevant data, and how to use the data to make decisions. It is a mix of theoretical and practical knowledge that will teach you how to use data to make business decisions that will improve your company.
Among the main topics of the course, you will learn:
- Storm
- Kafka
- Pig
- Phoenix
- Hadoop Security
- Ranger
- HBase
- Hive
- Apache Spark
- What is Big Data and Hadoop
The best Big Data Complete course of 2024
Big Data is an umbrella term for the large sets of data that are so large, they cannot be processed by traditional data processing technologies. This course will cover the basics of Big Data, including the different types, the basic techniques for storing and processing data, and how data can be used to solve problems.
Among the main topics of the course, you will learn:
- Hadoop & Yarn
- Big Data Introduction
- Apache Hive
- Spark Dataframes & Spark SQL
- Sqoop Export
- Environment Setup
- Spark RDD Practice
- Apache Flume
- Spark with Cassandra
- Spark Introduction
The best Big Data Rapid course of 2024
Big Data is an ever-growing field that is constantly changing. This course offers you a comprehensive overview of the basics of Big Data. You’ll be able to understand the fundamentals of Big Data, including the different types of Big Data, data storage types, data management, data analytics, and more.
Among the main topics of the course, you will learn:
- Conclusion
- Big data characteristics
- Big data ingestion
- Big data projects
- Add ons
- Big data analytics
- Introduction
- Big data visualization, security and vendors
- Big data storage
The best Big Data Practical course of 2024
This course is designed to give you a practical introduction to Big Data, and includes a variety of exercises you can do to put the theory into practice. You’ll learn about the way data is structured, and how to extract, clean, and analyze it. You’ll get a chance to practice a variety of data analysis, including clustering, classification, and visualization. Learn the Big Data process, and how to work efficiently with a variety of data sources.
Among the main topics of the course, you will learn:
- Big Data Hadoop concepts and hands-on
- Running the project in Scala
- Spark Scala Unit Testing using ScalaTest
- Spark Scala real world coding framework and best practices
- Spark concepts and hands-on
- Advanced Spark
- A Data Pipeline with Spark Scala Hadoop PostgreSQL
- Creating a PySpark real world coding framework
- Running Spark and Hive on a Cloudera QuickStart VM on GCP
- Introduction
The best Big Data course for Beginners in 2024
This course is for beginners in Big Data, where you will be taught from scratch, and become an expert. Big Data is the process of analyzing large data sets to identify patterns and trends. The course will include an introduction to what Big Data is, the most common types of Big Data, and the history of Big Data. You will learn what tools are used in Big Data, how Big Data is used in business, and the skills needed to be successful in the Big Data industry.
Among the main topics of the course, you will learn:
- Cluster Setup
- Apache Pig
- File Formats
- Apache Sqoop
- Troubleshooting and Optimizations
- Apache Flume
- Apache Hive
- HDFS
- Kafka
- Bonus
