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BigML machine learning made easy  
Computer Vision Blog  Piotr Dollar
CrowdSource blog  
Daniel Lemire   - Computer Science Professor at UQAM and Open Scholar. Interests: Databases, Data Warehousing and OLAP, Recommender Systems and Collaborative Filtering, Information Retrieval.
Data Miners Blog  
Djoerd Hiemstra’s blog  Djoerd Hiemstra
FastML - machine learning made easy  
Figure Eight blog  
Follow the crowd  
Google AI blog  
Jeff's Search Engine Caffè  Jeff Dalton
LingPipe: NLP and text analytics  
NLPER: Natural Language Processing Blog  Hal Daume
NONRELEVANT Database & Information Retrieval  
pyImageSearch   - a blog on building image search engines.
Radim Řehůřek's blog on machine learning  
Sematext blog: Search, Text Analytics, Natural Language Processing   - Authors focus on Lucene-based enterprise solutions.
Text and Data Mining by Practical Means  Cristian Mesiano, Gabriele Donino
The Noisy Channel  Daniel Tunkelang