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Large Scale Machine Learning Course

Large Scale Machine Learning Course
from 4 to 360h flexible workload
certificate recognized by the MEC

What will I learn?

Master the essentials of large-scale machine learning with our comprehensive course designed for technology professionals. Get stuck into 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. Enhance 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: Utilise 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.
Workload: between 4 and 360 hours

What our students say

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The course was essential in meeting my boss's and the company's expectations.
SilviaNurse
Very excellent course. Lots of valuable information.
WiltonCivil Firefighter

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