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Large Scale Machine Learning Course

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

What will I learn?

Become proficient in the core concepts of large-scale machine learning with our detailed course designed for technology professionals in Pakistan. Delve into performance evaluation metrics, discover model optimisation techniques, and leverage distributed computing frameworks such as Dask and Apache Spark. Gain a thorough understanding of managing large datasets and build scalable machine learning models. Improve your skills in documentation and reporting, ensuring you can clearly communicate your results. Join us to enhance your expertise and stay competitive 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 techniques.
  • Harness distributed computing: Utilise Dask and Apache Spark for scalability.
  • Manage large datasets: Understand the characteristics, challenges, and partitioning of large datasets.
  • Document effectively: Summarise findings and report solutions clearly and concisely.

Suggested summary

Before starting, you can change the chapters and 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 to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of valuable information.
WiltonCivil Firefighter

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