Streaming Twitter data with Google Cloud Pub/Sub and Apache Beam
Build a streaming pipeline that pulls Twitter data through the API, publishes it to Google Cloud Pub/Sub and processes it continuously with Apache Beam.
Pawel Jedrzejewicz
Build a streaming pipeline that pulls Twitter data through the API, publishes it to Google Cloud Pub/Sub and processes it continuously with Apache Beam.
Pawel Jedrzejewicz
Cloud vs traditional IT: why businesses move from on-site servers to the cloud for flexibility and lower upfront costs, and what to plan before migrating.


Data streaming tools compared: Kafka, Kinesis, Pub/Sub, Flink, and Spark Structured Streaming. See what each one does, when to pick it, and how to choose.
Big data security basics for business: key risks, GDPR requirements, encryption, access control and monitoring for data in the cloud and on premises.
Generative AI on Vertex AI helps companies personalize customer experiences, automate content and build new products on Google Cloud. Use cases inside.


MLOps brings DevOps practices to machine learning. Its core components and how FMCG companies apply them to demand forecasting, inventory and marketing.

Private, public, hybrid or community cloud? Compare the four cloud types and their pros and cons, then pick the cloud services that fit your company.
How to choose a large language model for your business: compare GPT, Gemini, LLaMa and Mistral on deployment, cost, customization and security.

MLOps tools for FMCG developers: how TensorFlow, Kubernetes, MLflow and Kubeflow automate machine learning workflows, with tips on integration.


Kubernetes is dropping Docker as a container runtime. What the dockershim removal means, how CRI and containerd replace it, and how to migrate.
Tomasz Stachera
Optimizing a website for voice search starts with how Alexa and Siri change search. What to adjust so your site answers spoken queries.

Demand-side platforms automate digital ad buying for programmatic campaigns. How DSPs work, their pros and cons, and the main providers on the market.
