CPD course All Levels

Building Big Data Pipelines with PySpark MongoDB and Bokeh

4 enrolled 5h 4m of learning Updated Nov 2026
CertificateOn completion
5h 4mSelf-paced
24 lessonsOn the UISC learning portal
All LevelsNo prior training needed

Course curriculum

1 modules 24 lessons 5h 4m total
01 Building Big Data Pipelines with PySpark MongoDB and Bokeh 24 lessons
  1. Introduction
  2. Python Installation
  3. Installing Third Party Libraries
  4. Installing Apache Spark
  5. Installing Java (Optional)
  6. Testing Apache Spark Installation
  7. Installing MongoDB
  8. Installing NoSQL Booster for MongoDB
  9. Integrating PySpark with Jupyter Notebook
  10. Data Extraction
  11. Data Transformation
  12. Loading Data into MongoDB
  13. Data Pre-processing
  14. Building the Predictive Model
  15. Creating the Prediction Dataset
  16. Loading the Data Sources from MongoDB
  17. Creating a Map Plot
  18. Creating a Bar Chart
  19. Creating a Magnitude Plot
  20. Creating a Grid Plot
  21. Installing Visual Studio Code
  22. Creating the PySpark ETL Script
  23. Creating the Machine Learning Script
  24. Creating the Dashboard Server

About this course

Overview: Building Big Data Pipelines with PySpark MongoDB and Bokeh

Embark on an enriching journey with our online course, "Building Big Data Pipelines with PySpark, MongoDB, and Bokeh," designed to equip you with the skills to handle large-scale data processing and visualization efficiently. Through this course, you'll harness the power of PySpark for distributed computing, MongoDB for data storage, and Bokeh for interactive data visualization. Our hands-on approach ensures you gain practical experience in building robust data pipelines, enabling you to tackle real-world big data challenges effectively.

  • Interactive video lectures by industry experts
  • Instant e-certificate
  • Fully online, interactive course with Professional voice-over
  • Developed by qualified first aid professionals
  • Self paced learning and laptop, tablet, smartphone friendly
  • 24/7 Learning Assistance
  • Discounts on bulk purchases

Main Course Features:

  • Comprehensive coverage of PySpark fundamentals
  • Hands-on projects to build end-to-end data pipelines
  • Integration of MongoDB for scalable data storage
  • Utilization of Bokeh for interactive and dynamic data visualization
  • Best practices for optimizing big data workflows

Who Should Take This Course:

  • Data engineers aspiring to work with big data technologies
  • Software developers interested in distributed computing and data processing
  • Data analysts seeking to enhance their skills in handling large-scale data sets

Learning Outcomes:

  • Master PySpark for distributed data processing
  • Build scalable data pipelines using PySpark and MongoDB
  • Create interactive visualizations with Bokeh
  • Implement best practices for big data pipeline development
  • Handle large volumes of data efficiently
  • Perform data analysis and transformation at scale
  • Optimize data processing workflows for performance
  • Interpret and present insights derived from big data analyses

Certification

Once you’ve successfully completed your course, you will immediately be sent a digital certificate. All of our courses are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Assessment

At the end of the Course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven’t, there’s no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself.

Your certificate

CPD certificate — download it when you finish

Issued the moment you complete the final module. Every certificate lists the course aims and objectives, anticipated learning outcomes, the quality-assurance process — the elements required for verifiable CPD. Non-registrants can use it as CQC training evidence and for appraisals.

Aims & objectives Learning outcomes Unique certificate number

Common questions

Where do I take the course?

On the UISC learning portal. "Enrol now" takes you to this course there, where you pay securely, get your login and study at your own pace. Your certificate is issued there when you finish.

When can I start?

Immediately. Access opens the moment your order is confirmed and you can learn from any device, in any order, as many times as you like.

How is the course assessed?

A short multiple-choice or scenario-based assessment at the end of the course with instant results. You can retake it as many times as you need at no extra cost.

Can I enrol my whole team?

Yes. Organisations can buy multiple places on one invoice and receive a training record for every learner. Contact us for team pricing.

£39.00 5h 4m · All Levels
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