awesome-getindata-recommended-sources
A curated list of links to sources of latest updates in data/ml/ai
https://github.com/getindata/awesome-getindata-recommended-sources
Last synced: 17 days ago
JSON representation
-
Podcasts
- Radio DaTa - conversations with invited guests how data, cloud, analytics, and AI/ML/BI are used in their companies and general data-related eposodes by different hosts from [GetInData](https://getindata.com)
- Data Engineering Podcast - interviews with creators of data products and companies using these, sometimes panel discussions, hosted by Tobias Macey, 2 episodes per week
- Kubernetes Podcast - news from k8s world, followed by interviews with experts from the field
- Stack Overflow Podcast - trening topics from IT world, including a lot of updates on AI
- The Artificial Intelligence After Work Podcast - a live streamed long format conversation aiming to demystify data innovation and AI with invited guests from various companies
- Data Sceptic - everything around the data, ml, de, se.
-
Newsletters
- DATA Pill - blogposts, youtube videos and podcasts episodes on cloud, data and ml, carefully curated by [GetInData](https://getindata.com)
- The Overflow - stackoverflow blog, stackexchange questions (not only IT!) and interesting links from the web
- Hackster - electronics and IoT oriented, with a bit of AI and ML-on-edge
-
Youtube
-
Books
- Designing Data intensive applications - Great source of internals of distributed systems. Written By Martin Kleppmann, also reccomend his. Transactions, replicas, partitioning, data streaming and more interesting topics.
- Data management At Scale - Good book about managing data in organization, small references about Data Mesh paradigm and avoding Data silos.
- Streaming systems - Created by Tyler Akidau, PMC member of Apache Beam project, one of the must read books for stream processing people.
- Stream processing with apache Flink - Created by coauthors of Apache Flink, Flink APIs maybe are a little bit stale but still worth to read about stream processing (great intro) and also Apache Flink internals.
- Learning Spark 2nd edition - Great book to read more about Apache spark
- Building Event-Driven Microservices: Leveraging Organizational Data at Scale
- Data Mesh - Book written by author of Data Mesh paradigm.
- Foundations of Scalable Systems: Designing Distributed Architectures
- Cloud Native DevOps with Kubernetes: Building, Deploying, and Scaling Modern Applications in the Cloud
- Apache Kafka the definitive guide
-
Blogs
Categories
Sub Categories