Large Scale Machine Learning Course
Master the essentials of large-scale machine learning with our comprehensive course designed for technology professionals. Get stuck in to performance evaluation metrics, explore model optimisation techniques, and harness distributed computing frameworks like Dask and Apache Spark. Understand the intricacies of handling large datasets and develop scalable machine learning models. Sharpen your skills in documentation and reporting, ensuring you can effectively communicate your findings. Join us to elevate your expertise and stay ahead in the tech industry.

from 4 to 360h flexible workload
certificate recognized by MEC
What will I learn?
Master the essentials of large-scale machine learning with our comprehensive course designed for technology professionals. Get stuck in to performance evaluation metrics, explore model optimisation techniques, and harness distributed computing frameworks like Dask and Apache Spark. Understand the intricacies of handling large datasets and develop scalable machine learning models. Sharpen your skills in documentation and reporting, ensuring you can effectively communicate your findings. Join us to elevate your expertise and stay ahead in the tech industry.
Elevify advantages
Develop skills
- Evaluate performance: Master training and prediction time metrics for efficiency.
- Optimise models: Learn compression, data loading, and hyperparameter tuning.
- Harness distributed computing: Utilize Dask and Apache Spark for scalability.
- Manage large datasets: Understand characteristics, challenges, and partitioning.
- Document effectively: Summarise findings and report solutions with clarity.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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