ClouderaとHortonworksが合併を発表。エッジからAIまでをカバーするデータクラウドの提供へ － Publickey
ClouderaとHortonworksが合併を発表。エッジからAIまでをカバーするデータクラウドの提供へ 統合後の新会社のCEOにはクラウデラのCEOであるTom Reilly氏が、COOにはHortonworksのCOOであるScott Davidson氏がそれぞれ就任予定。 HortonworksのCEO Rob Bearden氏は新会社の取締役に就任予定。また、HortonworksのChief Product OfficerであるArun C. Murthy氏が新会社でもChief Product Officerを務めるとのことです。 両社は現在それぞれのブランドで製品を提供していますが、合併後に製品ラインをひとつに統合するとともに、エッジからAIまでをカバーするエンタープライズ向けのデータクラウドを提供するとしています。 新会社のCEOに就任予定であるクラウデラのTom Rei
Cloudera Blog
Riding the wave of the generative AI revolution, third party large language model (LLM) services like ChatGPT and Bard have swiftly emerged as the talk of the town, converting AI skeptics to evangelists and transforming the way we interact with technology. For proof of this megatrend look no further than the instant success of ChatGPT, […] Read blog post
Cloudera Docker Container | 5.6.x | Cloudera Documentation
The Cloudera Docker image is a single-node deployment of the Cloudera open-source distribution, including CDH and Cloudera Manager. You can use this environment to learn Hadoop, try new ideas, and test and demonstrate your application. Docker is different from other virtual machines that isolate or simulate access to the host’s hardware, so that entire guest operating systems can run on them. Dock
Configuring Apache Kafka for Performance and Resource Management | 4.1.x | Cloudera Documentation
CDH 6 includes Apache Kafka as part of the core package. The documentation includes improved contents for how to set up, install, and administer your Kafka ecosystem. For more information, see the Cloudera Enterprise 6.0.x Apache Kafka Guide. We look forward to your feedback on both the existing and new documentation. Apache Kafka is optimized for small messages. According to benchmarks, the best
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How (and when) to enable early stopping for Gensim's Word2Vec
Two approaches for data validation in ML production
Snorkel: Rapid Training Data Creation with Weak Supervision
GitHub - fastforwardlabs/train_embeddings_with_gensim: Train Gensim's Word2Vec algorithm to learn item embeddings for downstream tasks such as recommendation systems. Includes techniques for hyperparameter optimization and early stopping.
GitHub - fastforwardlabs/extractive-summarization-with-sentencebert
Brief: A Summarization Prototype
Automatic Summarization from TextRank to Transformers
Extractive Summarization with Sentence-BERT
GitHub - fastforwardlabs/ldaworkshop: LDA workshop presented by Fast Forward Labs
fastforwardlabs.github.io
CDP Machine Learning Tools & Resources | Cloudera
Metric Aggregation
Cloudera Manager Metrics
Yanpei Chen's Homepage
Cloudera Blog
Cloudera Blog