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Technologies / Data & Analytics

Apache Arrow - Data Analysis from Diverse Sources

This training introduces participants to the world of Apache Arrow, showing how to effectively work with data from various systems and formats. The workshop program focuses on practical use of Apache Arrow capabilities to accelerate data processing and analysis. Participants will learn not only theoretical foundations but primarily gain practical skills in implementing efficient analytical solutions. The training combines lectures with intensive workshops where participants work on real use cases.

Required Participant Preparation

  • Knowledge of programming basics

  • Experience working with data

  • Understanding of data processing concepts

  • Basic knowledge of analytical systems

Benefits

  • Ability to effectively use Apache Arrow
  • Ability to optimize data processing
  • Knowledge of different source integration techniques
  • Practical experience in solution implementation
  • Ability to design efficient systems
  • Knowledge of best practices in data work
  • Of columnar formats

Who is this training for?

Data engineers working with diverse sources
Analytical systems developers
Big Data specialists
Analytical solution architects
Data science application developers
Data analysts looking for efficient solutions
Data integration specialists

Training program

01

Architecture and key concepts

  • Columnar format and its advantages
  • Integration with Big Data ecosystem
  • Use cases and application scenarios
  • Data Processing with Arrow
  • Working with various data formats
  • Columnar data operations
02

Memory optimization

  • Stream processing
  • Integration with Analytical Tools
  • Collaboration with programming languages
  • Interfaces to database systems
03

Format conversions

  • Efficient data transfer
  • Advanced Techniques and Optimization
04

Parallel processing

  • Memory management
  • Debugging and profiling
  • Caching strategies

Delivery Methods

Online

  • Convenience of participating from anywhere
  • Interactive live sessions with trainer
  • Materials available for 30 days
  • No travel costs

On-site

  • Direct contact with trainer and group
  • Intensive hands-on workshops
  • Networking with other participants
  • Full focus on learning

Frequently asked questions

Who is the Apache Arrow - Data Analysis from Diverse Sources training for?

This training is designed for professionals looking to develop skills in apache arrow - data analysis from diverse sources. Required level: intermediate.

How long is the Apache Arrow - Data Analysis from Diverse Sources training?

The training lasts 2. Available in online or on-site format.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.

Can this training be conducted for a closed group?

Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.

Patrycja Petkowska
Patrycja Petkowska Opiekun szkolenia

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Funding Options

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Up to 80%

Development Services Database

Up to 80% funding for SMEs from EU funds

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Up to 100%

National Training Fund

Up to 100% funding for employers

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We train teams at Poland's largest companies

ING Bank - EITT client
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PKO Bank Polski - EITT client
PZU - EITT client
Allianz - EITT client
T-Mobile - EITT client
KGHM - EITT client
PGE - EITT client
IKEA - EITT client
InPost - EITT client
Leroy Merlin - EITT client
ZUS - EITT client

Interested in this training?

Contact us - we'll prepare an offer tailored to your organization's needs.

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