Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction to Big Data Ecosystems
- Overview of big data technologies and architectures
- Batch processing vs. real-time processing
- Data storage strategies for scalability
Advanced Data Processing with Apache Spark
- Optimizing Spark jobs for performance
- Advanced transformations and actions
- Working with structured streaming
Machine Learning at Scale
- Distributed model training techniques
- Hyperparameter tuning on large datasets
- Model deployment in big data environments
Deep Learning for Big Data
- Integrating TensorFlow and PyTorch with Spark
- Distributed deep learning training pipelines
- Use cases in image, text, and time-series analysis
Real-Time Analytics and Data Streaming
- Apache Kafka for streaming data ingestion
- Stream processing frameworks
- Monitoring and alerting in real-time systems
Data Governance, Security, and Ethics
- Data privacy and compliance requirements
- Access control and encryption in big data systems
- Ethical considerations in large-scale analytics
Integrating Big Data with Business Intelligence
- Data visualization and dashboarding for big data
- Connecting big data pipelines to BI tools
- Driving business outcomes with advanced analytics
Summary and Next Steps
Requirements
- Strong understanding of data analysis and statistical modeling concepts
- Experience with data processing tools and programming languages such as Python, R, or Scala
- Familiarity with distributed computing frameworks such as Hadoop or Spark
Audience
- Data scientists aiming to master large-scale data processing and predictive analytics
- Senior analysts seeking to design and implement advanced analytical workflows
- R&D professionals focusing on innovative data-driven solutions
42 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €11400 online delivery, based on a group of 2 delegates, €3600 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
Contact us for an exact quote and to hear our latest promotions
Public Training
Please see our public courses
Testimonials (5)
Hands-on examples allowed us to get an actual feel for how the program works. Good explanations and integration of theoretical concepts and how they relate to practical applications.
Ian - Archeoworks Inc.
Course - ArcGIS Fundamentals
All the topics which he covered including examples. And also explained how they are helpful in our daily job.
madduri madduri - Boskalis Singapore Pte Ltd
Course - QGIS for Geographic Information System
I liked Pablo's style, the fact that he covered a lot of subjects from report design , customization with html to implementing simple ML algortithms. Good balance theoretical information / exercices. Pablo really covered all topics i was interested in and gave comprehensive answers to my questions.
Cristian Tudose - SC Automobile Dacia SA
Course - Advanced Data Analysis with TIBCO Spotfire
Actual application of spotfire and all basic functions.
Michael Capili - STMicroelectronics, Inc.
Course - Introduction to Spotfire
The thing I liked the most about the training was the organization and the location
