AI & Data

Apache Spark Training

The Apache Spark Training is an intensive two-day course focused on the practical application of this popular framework for processing large datasets.

Duration
6h
Ask about the program → See all
Who it's for

Ideal for teams that…

1 Developers and data engineers who want to expand their skills with Apache Spark.
2 Data scientists and data analysts aiming to process large datasets efficiently.
3 IT and big data specialists looking to leverage Apache Spark in their projects.
Outcomes after the program

Hands-on AI and data analytics workshops — built around your team's real cases.

✓

How to install and configure Apache Spark in various environments.

✓

How to process and analyze data using RDDs, DataFrames, and Spark SQL.

✓

How to optimize queries and manage resources in Apache Spark.

✓

How to deploy Apache Spark applications in a production environment.

Program · 2 modules

What we actually do

M01
Day 1: Introduction to Apache Spark and Data Processing Basics
  • · History and development of Apache Spark
  • · Architecture and main components (RDD, DataFrame, Spark SQL)
  • · Installing Apache Spark and dependencies
  • · Configuring the working environment (Standalone, Hadoop, AWS)
  • · Working with files: JSON, CSV, XML, TXT, Parquet, AVRO
  • · Transformations and Actions (lazy evaluation)
M02
Day 2: Advanced Techniques and Practical Applications
  • · Creating and managing DataFrames
  • · Querying large datasets with Spark SQL
  • · Sorting, grouping, and filtering data
  • · Transformations using map, flatMap, and UDF functions
  • · Window and analytical functions
  • · Implementing operations on DataFrames and SQL queries
  • · Analyzing large datasets using Spark SQL
  • · Query optimization and Spark performance techniques
  • · Memory management and resource allocation
  • · Partitioning and efficient data writing
  • · Preparing and exporting Spark applications
  • · Deploying applications in production environments
Every module is adapted to your stack and context. The above is a starting point — not a fixed agenda.
How we work

From brief to retro in 30 days.

01

Brief & diagnosis

A call with the team lead + a short survey for participants. We define goals, gap and context.

02

Program customization

We adapt modules, case studies and code examples to your stack. Approval in 5 days.

03

Workshop

Trainer-led sessions, hands-on, code review. Mentor available between sessions too.

04

Retro + report

Outcome report for the team and lead. 30 days of consulting included.

Inquiry

Send a brief. We'll reply within 1 day.

After a short brief we'll prepare a program and a quote. No obligations — it's just a starting point.

✓Quote within 48h of the brief
✓First session within 30 days
✓Pilot before the full decision
✓VAT invoice, payment in instalments possible

Ochrona antyspamowa (Cloudflare Turnstile) zostanie aktywowana po wpięciu klucza.

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