Big Data Fundamentals with PySpark
|
Learn the fundamentals of working with big data with PySpark.
There’s been a lot of buzz about Big Data over the past few years, and it’s finally become mainstream for many companies. But what is this Big Data? This course covers the fundamentals of Big Data via PySpark. Spark is a “lightning fast cluster computing” framework for Big Data. It provides a general data processing platform engine and lets you run programs up to 100x faster in memory, or 10x faster on disk, than Hadoop. You’ll use PySpark, a Python package for Spark programming and its powerful, higher-level libraries such as SparkSQL, MLlib (for machine learning), etc. You will explore the works of William Shakespeare, analyze Fifa 2018 data and perform clustering on genomic datasets. At the end of this course, you will have gained an in-depth understanding of PySpark and its application to general Big Data analysis.
User Reviews
Be the first to review “Big Data Fundamentals with PySpark”
Related Products
HKUSTx: Foundations of Data Analytics
Learn the fundamental techniques for data analytics and to be prepared for learning and applying more advanced big data technologies.
CSE 8803 Special Topics: Big Data
Explore advanced topics in big data technologies, architectures, and analytical methods.
Advanced System Design Interview Prep: Crash Course
Prepare confidently for advanced system design interviews by mastering real-world systems in under 5 hours.
TokyoTechX: Introduction to Computer Science and Programming
The term “Computation” refers to the action performed by a computer. A computation can be a basic operation and it can also be a sophisticated computer simulation requiring a large amount of data and substantial resources. This course aims at introducing learners with no prior knowledge to the basic key concepts of computer science. By following the lectures and exercises of this course, you will gain an understanding of algorithms by programming using the language Ruby.
Big Data Systems
Learn about the architecture and management of big data systems.
The No Nonsense Introduction To Big Data, Hadoop and Streaming
A straightforward introduction to big data, Hadoop, and streaming technologies, focusing on fundamental concepts and practical applications.
There are no reviews yet.