Coffee with Clusterone is a webinar series about various technical topics surrounding deep learning, data science, and machine learning. We feature well-known speakers that talk about the latest developments in the industry.
The webinars last about one hour. They offer a brief introduction, a demonstration of the subject matter and a Q & A session at the end.
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June 27, 2018. 9 am PDT: Bringing Natural Language Processing and Computer Vision Together with Emmanuel Ameisen
Emmanuel Ameisen is the AI Lead at Insight Data Science. In this webinar, he will present approaches to solve problems that combine Natural Language Processing (NLP) and Computer Vision (CV).
Having led over 70 AI projects at Insight, Emmanuel will go over common approaches and pitfalls, and then dive deeper into some of the challenges that need to be overcome to get these models to work.
Missed a past webinar or want to revisit the content? No problem! Our webinars are also available on YouTube, so check them out at your leisure.
June 14, 2018: How to Build a Learning Lexicon from Streaming Text with Jussi Karlgren
In this webinar, Jussi presents the design decisions and principles behind Random Indexing, as well as diving into what kind of information can be extracted from text with this technique.
Random Indexing is a well-known technique in Natural Language Understanding and can be used to extract word lists or other lexical resources that can be fed into classifiers or deep learning models.
June 7, 2018: How to Use Tensor2Tensor & Clusterone to Train Models on OpenSLR with Sohrab Fathi
Tensor2Tensor is a library of machine learning models and datasets, as well as a framework for iterative reproducible research.
During this webinar, Sohrab presented how to use Tensor2Tensor and Clusterone to train models on large Librispeech ASR Corpus (OpenSLR) dataset at scale synchronously and asynchronously.
May 21, 2018: Machine Learning with Google Brain’s Tensor2Tensor with Ryan Sepassi
Special guest: Ryan Sepassi, Senior Research Engineer at Google Brain. The webinar features an overview of Tensor2Tensor, including training, evaluating, and making predictions from a translation model.
We also published a blog post about the Q & A session at the end of this webinar. Check it out!
May 10, 2018: How to Tune Neural Networks with Mohsen Hejrati
Clusterone CEO and co-founder Mohsen Hejrati (PhD, Machine Learning) presents the tools and approaches for understanding and tuning hyperparameters in a systematic way.
April 19, 2018: Speed up Training with distributed TensorFlow with Malo Marrec
This webinar discusses the Clusterone platform and how to speed up your machine learning training with distributed TensorFlow.
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