HPE Ezmeral ML Ops Training in Finland

  • Learn via: Classroom
  • Duration: 2 Days
  • Level: Fundamentals
  • Price: From €910+VAT
We can host this training at your preferred location. Contact us!

This course is for developers who create and run machine learning applications on HPE Ezmeral Container Platform 5.3. The course teaches how to deploy clusters and provide real-life prediction analysis for specific use cases. The course consists of 30% lecture and 70% lab exercises.

• AI/ML application administration

experience (Spark, Jupyter Notebook,

Tensorflow, etc.)

• Experience in machine learning lifecycle

(e.g. model training/development and

model deployment)

• Bash/shell/python scripting

Machine Learning Ops Overview

• Creating an ML Ops tenant

• External authentication

• Project repository

• Source control

• Model registr

• Training

• Deployments

• Data sources

• App store

• Notebooks HPE

Personas Overview

• Platform administrator (site administrator)

• Project administrator

• Project member

Project Repository Setup

• Initial access to HPE Ezmeral Container Platform

• Setting up ML Ops environment and project repository

• ML Ops clusters

Training Cluster Setup

• Creating a training cluster

• Training cluster configurations

• Training cluster

• Spark training

• Accessing Python training cluster outside of HPE

Ezmeral Container Platform

• General notes on training clusters Notebook Setup

• Creating a notebook cluster

• Notebook cluster configuration

• More details on notebooks on ML Ops

• Create notebook with training cluster

• Review

• Training first model

Model Registry and Deployment

• Model registry

• Model registry configurations

• More details on model registry

• Deployments (Method 1)

• Deployments (Method 2)

• Deployments clusters

• Register and deploy the model Inference

• “Ready” deployment cluster

• Doing inference

• Walkthrough of scoring script

• Local notebook to ML Ops training cluster



Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Finland facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom
02 elokuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
26 elokuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
02 syyskuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
22 syyskuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
01 lokakuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
08 lokakuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
10 lokakuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
12 lokakuuta 2024
Helsinki, Espoo
2 Days
HPE Ezmeral ML Ops Training Course in Finland

Finland is a country located in northern Europe. Helsinki is the capital and largest city of the country. The majority of the people are Finns but there is also a small Lapp population in Lapland, where the country is famous for the Northern Lights. Finland's national languages are Finnish and Swedish.

Known for its vast forests, lakes, and natural beauty, Finland is one of the world's largest producers of forest products, such as paper, pulp, and lumber. One of the world's largest sea fortresses Suomenlinna, Rovaniemi with the "White Nights", dogsled safaris and of course the Northern Lights are what makes Finland so popular for tourists. Finland is one of the best places in the world to see the Northern Lights and attracts millions of tourists during its seasons.

Finland is home to a thriving technology industry and is widely recognized as one of the world's leading technology hubs. Companies such as Nokia and Rovio (creator of the popular game Angry Birds) are based in Finland. Some of the key factors that have contributed to Finland's success in technology include; strong investment in research and development, a highly educated workforce and fundings.

Finland has a strong educational system, and is widely regarded as one of the world's most literate countries. In fact, Finland's literacy rate is one of the highest in the world, and its students consistently perform well in international tests of math and reading ability.

Also, as a pioneer in environmental sustainability, Finland is known for its efforts to reduce its carbon footprint and promote clean energy. This Nordic country is also famous for its unique and distinctive cultural heritage, including its traditional folk music and its elaborate traditional costumes.

Helsinki, Finland's capital city, is the country's business center. Helsinki is Finland's largest city, and it is home to many of the country's major corporations and organizations, including many of the country's leading technology firms. The city is also a commercial, trade, and financial center, as well as one of the busiest ports in the Nordic region.

Take advantage of our diverse IT course offerings, spanning programming, software development, business skills, data science, cybersecurity, cloud computing and virtualization. Our knowledgeable instructors will provide you with practical training and industry insights, delivered directly to your chosen venue in Finland.
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