Data Preparation for Predictive Analytics Training in Finland

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 1 Day
  • Price: Please contact for booking options
We can host this training at your preferred location. Contact us!

This course will expose analytic practitioners, data scientists, and those looking to get started in predictive analytics to the critical importance of selecting, transforming, and properly preparing data ahead of model-building. The instructor will present the characteristics of varying data types, how to address data quality issues, and understanding data representations that are fitting to various project types.

Participants will learn that data outliers are often not errors in the data, but sometimes the data points of most interest. Live demonstrations will reinforce why problem context is required to understand how to deal with outliers and why undertreating extreme values can introduce model bias. This session will cover a wide range of data preparation exercises ranging from data sandbox construction to the creation of training, test, and validation data sets for model development.

There are no prerequisites for this course.

  • Analytic Practitioners
  • Data Scientists
  • IT Professionals
  • Technology Planners
  • Consultants
  • Business Analysts
  • Analytic Project Leaders

  • Prepare a data sandbox for predictive analytics
  • Detect and treat missing data and data quality issues
  • Match data representations to fitting project types
  • Construct various data transformations
  • Handle data outliers without biasing model performance
  • Build ‘train / test / validation’ data sets for model development
  • Leave with resources, skills and plans to confidently process raw data for analytics


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
01 elokuuta 2024
Helsinki, Espoo
1 Day
Classroom / Virtual Classroom
03 elokuuta 2024
Helsinki, Espoo
1 Day
Classroom / Virtual Classroom
05 elokuuta 2024
Helsinki, Espoo
1 Day
Classroom / Virtual Classroom
16 elokuuta 2024
Helsinki, Espoo
1 Day
Classroom / Virtual Classroom
21 elokuuta 2024
Helsinki, Espoo
1 Day
Classroom / Virtual Classroom
26 elokuuta 2024
Helsinki, Espoo
1 Day
Classroom / Virtual Classroom
11 syyskuuta 2024
Helsinki, Espoo
1 Day
Classroom / Virtual Classroom
21 syyskuuta 2024
Helsinki, Espoo
1 Day
Data Preparation for Predictive Analytics 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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