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Module 1: Introduction to PySpark
Module 2: Installation
Module 3: DataFrame
Module 4: Setting Up a Spark Virtual Environment
Module 5: Building Batch and Streaming Apps with Spark
Module 6: Learning from Data Using Spark
In this PySpark Training course, there are no formal prerequisites.
This PySpark Training provided by The Knowledge Academy is ideal for anyone who wants to learn the use of PySpark to support the collaboration of Apache Spark and Python.
PySpark is an interface for Apache Spark in Python and a comprehensive language for conducting exploratory data analysis at scale, for creating machine learning pipelines and building ETLs for a data platform. PySpark supports various features of Spark like Spark SQL, DataFrame, Streaming, MLlib, and Spark Core. It comes with immense benefits to its users and organisations, including simple to write, the framework handles errors, various useful algorithms, etc. This PySpark Training is curated by industry experts to help individuals in mastering skills required by utilising PySpark features in their day-to-day tasks and get opportunities to work on lucrative job posts in multinational companies.
In this 1-day PySpark Training course, delegates will learn about using the Conda environment to export their third-party Python packages by leveraging Conda-pack. They will gain in-depth knowledge about using virtualenv to manage Python dependencies in their clusters by using venv-pack. Further, delegates will learn other crucial concepts, such as reading, writing, and transforming data, MLlib, using PyPI, Conda, PySpark native features, Virtualenv, and PEX, connecting to network servers, etc. Our expert and technically sound trainer, who has years of experience in teaching technical courses, will conduct this training.
This training course will cover various essential concepts, such as:
After attending this training course, delegates will be able to use conceptual frameworks for implementing the architecture of data-intensive applications in their organisations. They will also be able to harvest the data, ensuring its integrity and preparing for batch and streaming data processing by Spark.
Why choose us
Our easy to use Virtual platform allows you to sit the course from home with a live instructor. You will follow the same schedule as the classroom course, and will be able to interact with the trainer and other delegates.
Our fully interactive online training platform is compatible across all devices and can be accessed from anywhere, at any time. All our online courses come with a standard 90 days access that can be extended upon request. Our expert trainers are constantly on hand to help you with any questions which may arise.
This is our most popular style of learning. We run courses in 1200 locations, across 200 countries in one of our hand-picked training venues, providing the all important ‘human touch’ which may be missed in other learning styles.
All our trainers are highly qualified, have 10+ years of real-world experience and will provide you with an engaging learning experience.
We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible
We limit our class sizes to promote better discussion and ensuring everyone has a personalized experience
Get more bang for your buck! If you find your chosen course cheaper elsewhere, we’ll match it!
This is the same great training as our classroom learning but carried out at your own business premises. This is the perfect option for larger scale training requirements and means less time away from the office.
Our courses can be adapted to meet your individual project or business requirements regardless of scope.
Cut unnecessary costs and focus your entire budget on what really matters, the training.
This gives your team a great opportunity to come together, bond, and discuss, which you may not get in a standard classroom setting.
Keep track of your employees’ progression and performance in your own workspace.
Course was run very smoothly, Richard our trainer was extremely knowledgeable and delivered the course in a succinct fashion with a twist of humour thrown in.
The course was great and the so was the trainer - brilliantly delivered and I would certainly recommend this course to my colleagues. Thanks to Richard for a great course and delivering it a tough environment virtually.
Richard was very knowledgeable and explained well
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Flexible delivery methods are available depending on your learning style.
Resources are included for a comprehensive learning experience.
"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"
Joshua Davies, Thames Water