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Large Scale Machine Learning Course

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

What will I learn?

Master the core concepts of large-scale machine learning with our comprehensive course tailored for technology professionals in India. Delve into performance evaluation metrics, explore techniques for optimising models, and leverage distributed computing frameworks like Dask and Apache Spark. Gain a thorough understanding of managing large datasets and develop scalable machine learning models. Enhance your skills in documentation and reporting, ensuring you can communicate your findings effectively. Join us to boost your expertise and stay ahead in the Indian tech industry.

Elevify advantages

Develop skills

  • Evaluate performance: Master training and prediction time metrics for improved efficiency.
  • Optimise models: Learn techniques for compression, efficient data loading, and hyperparameter tuning.
  • Leverage distributed computing: Utilise Dask and Apache Spark for enhanced scalability.
  • Manage large datasets: Understand the characteristics, challenges, and partitioning of sizable datasets.
  • 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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EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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