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Course Outline
Introduction
Overview of Apache Spark Features and Architecture
- Apache Spark modules: Spark SQL, Spark Streaming, MLlib, GraphX
- RDD, Dataframes, drive-workers, DAG, etc.
Setting up Apache Spark on .NET
- Preparing the Java VM
- Running .NET for Apache Spark using .NET Core
Getting Started
- Creating a sample .NET console application
- Adding the Spark driver
- Initializing a SparkSession
- Executing the application
Preparing Data
- Building a data preparation pipeline
- Performing ETL (Extract, Transform, and Load)
Machine Learning
- Building a machine learning model
- Preparing the data
- Training a model
Real-time Processing
- Processed streaming data in real-time
- Case study: monitoring sensor data
Interactive Query
- Working with Spark SQL
- Analyzing structured data
Visualizing Results
- Plotting results
- Using third-party tools to visualize results
Troubleshooting
Summary and Conclusion
Requirements
- .NET programming experience using C# or F#
Audience
- Developers
Testimonials
The trainer's knowledge was very good
Oana Pancea, DB Global Technology
The trainer (Nandor U.) presented the information in a well structured manner, gave examples and solved exercises in order to show the practical side of each theoretical concept. He encouraged the participants to ask questions, to provide feedback and he adapted the course to the needs of the participants based on the received feedback. He answered every question with plenty of detail. He had a friendly and positive attitude throughout the course, making it easier to follow through with the high amount of information given in each session of the course. I would absolutely attend and/or recommend sessions thought by the trainer.
Oana Pancea, DB Global Technology
It was interesting and well explained.
Oana Pancea, DB Global Technology
hands on training
Robert Badeloe
It was interactive, I could ask many questions and the instructor would modify his lecture to answer my questions
Cynthia Rodriguez - RoyalRoads University
I appreciated Fulvio's wide breadth of knowledge. Not only was he familiar with the course content, but he also knew of constructs in languages we were familiar with to make examples more meaningful to us. During intervals he shared his knowledge of technologies and solutions outside the training scope to provide insights into other solutions we could use in future (and future training).
Raphael Keymer - Markit Valuations Limited
Trainer knowledge and approach.
Piotr Kucharski
Many useful and practical examples
Daria Skalniak
Trainer knowledge :)
Krzysztof Jeżewicz
Workshop approach Tasks
Mateusz Juszczak
Practical excercises
Marcin Kocikowski
Colin succeeded to deliver the contents of the course in a smooth way and explain in simple terms when the audience had a misunderstanding. The transition he has made from one chapter to another is outstanding. Just like a story teller, combining theory with practical exercises, he managed greatly to capture our attention.
Ionel - David Isaacson, Sepura Plc
I thought Colin was an excellent teacher. Very knowledgeable and enthusiastic about the subject, but also kind and encouraged questions and made me feel comfortable asking. He adjusted the materials to suit me and spent some time working on some foundation points that were not in the workbook to ensure I had developed a good understanding. I appreciated that he took a little additional time to work through a few more points he thought would be useful to me, and then recommended some additional material that he thought would be beneficial in my future learning. I wish the course could have been longer!
Caltha Stevenson-Hanns - Caltha Stevenson-Hanns, UCEM
Getting programming knowledge refreshed
Malcolm Mikkelsen - Emerson Process Management
Getting programming knowledge refreshed
Malcolm Mikkelsen - Emerson Process Management
I appreciate the way training was handled, that different training topics were covered when going through an example. Trainer is well experienced and knowledgeable with the subject.
Abdur Raafiu Mohamed Farook - Emerson Process Management
He was enthusiastic, and did try to liven people up.
Preshan Seethal - Braintree by Vox Telecom (Pty) Ltd
Learning about C# and it's capabilities.
Braintree by Vox Telecom (Pty) Ltd
All the knowledge acquired through the training sessions
Jorge Romero
It was a compact and well delivered one
Antonio Rojas
Helped me to learn about a subject I was interested in, specific to my work needs.
John Stock, Imperial Civil Enforcement Solutions Ltd
very calm and helpful
Emily Brady, Morningstar
Mixed background audiences were there, so have the basic knowledge, some didnt have that. So Dawid went through the basic level to make sure every one is in the right pace and the course was very helpful.
Nooby Thomas - Emily Brady, Morningstar
All of the key information was conveyed, and put into context, with small discussions about where various methods or approaches might be the most relevant. I think everybody could take lessons and knowledge from their training into their everyday job.
Stefa Beinert - Emily Brady, Morningstar
She’s friendly nd so nice and kindly also she help me to understand
Fatemah Alhumydan - ELM
It covered the subjects i had hoped based upon the training outline. I liked how Collin build the "programs" while explaining it to see how it works. This makes you encounter some basic mistakes like typing errors, forgetting to declare a variable and such so you know what to look for when programming on your own.
Bart Boeckx - FLUVIUS SYSTEM OPERATOR CVBA
I liked when it ended. I liked the free lunch my company provided
- BeyondTrust
I liked how the examples lead to the next. You are able to use what you learnt in the previous segment in the next.
Sacha Mannion - BeyondTrust
Recap of programming concepts and exercises (but not everyone did enjoy it cause they are not familiar with basics of programming).
- Playn'Go Ph Inc
The pacing is just right and Swarna covered almost everything about UIPath.
Arianne Grace Dave - White & Case Global Operations Center (Manila) LLP
open any SW which I have in my computer to find data and operate with the data
Jessica Zhou
I like learning of the features of UIPath
Jan Jirka Rijsdijk - Stichting Mitros
The ambiance. It was a nice training.
Natascha Hazeleger - Stichting Mitros
Gherkin specflow scenarios
kiran kaur - Vanessa Neilsen, Queensland Police Service
Very broad overview of the subject matter that ran through all the prerequisite knowledge in ways appropriate to the course knowledge.
James Hurburgh - Vanessa Neilsen, Queensland Police Service
The part about Specflow and linking it back to automation was really good, however it felt like it wasn't focused on enough and there was a lot more techniques and strategies we could use for it that we didn't cover.
Vanessa Neilsen, Queensland Police Service
The practical exercises on SpecFlow coding
Monica Merryweather, LBS
Well prepared, and covered a lot in 3 days. Trainer tries to make sure everyone understands the topics, and that everyone is comfortable to move on to the next topic.
Capgemini Nederland B.V.
I enjoyed the feature file and corresponding steps creation.
- FNZ Holidings Limited
The Practical side of the course - the whole point of an instructor is to have someone to call on when difficulties are encountered. Definitions of Scrum and Product Owners etc. can be studied without the need for an instructor. But using Visual Studio, getting Specflow up and running and using it right - these are the elements of training that require an instructor. These practical hand-on exercises are the elements I liked the most. I would have liked more of this.
- FNZ Holidings Limited
It was in depth and to the point.
Anita Salihi, Experian
Manpreet(Trainer ) was well prepared and he knows what is doing and teaching.
AIP Publishing
That it was very practical
FreelyIT
on how khoebib help everyone if there is a problem.
Kim Justine Agoncillo - Romegio F. Cobatsa, Metropolitan Bank and Trust Company
creating the microservices
Romegio F. Cobatsa, Metropolitan Bank and Trust Company
architecture and functionality of macroservice
Allan Golondrina - Romegio F. Cobatsa, Metropolitan Bank and Trust Company
Trainer shared a lot of insights base on his vast experience and good learning for us
Chua Wan Jia, SMRT Corporation Ltd
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