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DZone > Big Data Zone > This Week in Hadoop and More: Deep and Machine Learning Tools, Tips, and Projects

This Week in Hadoop and More: Deep and Machine Learning Tools, Tips, and Projects

From visualizing your Deep Learning in TensorBoard for PyTorch to Deep Learning in 4J Model Zoo, there's a lot to learn in the world of Big Data this week.

Tim Spann user avatar by
Tim Spann
CORE ·
Mar. 08, 17 · Big Data Zone · Opinion
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There's a lot going on in the world of Big Data, Deep Learning, and Machine Learning this week. Personally, I am working with Vamsi on some awesome content for an upcoming DZone item.   I'm also preparing for Oracle Code New York, where I will be doing a talk on NiFi, Deep Learning, Machine Learning, NLTK, streaming, IoT, and Java microservices. Not sure how I will cram that into 45 minutes at 5 p.m. with a hands-on demonstration — I think I will need compression. If you are at that event in two weeks, come say hi! Mention the secret password, "DZone," and get a free sticker.

This Week's Must-Downloads

  • Visualizing your Deep Learning in TensorBoard for PyTorch and others with Python interfaces (GitHub).

  • Running Keras in Production With Deep Learning 4J (GitHub): Deep Learning, JVM, Python, and containers. Check out the source for yourself in Using Python With Keras Intro of Deep Learning 4J (on top of Hortonworks HDP).

  • HiveQLUnit for Unit Testing.

  • Apache NiFi Custom Processor for Financial FIX .

Model Zoos — Gotta Grab 'Em All!

  • Deep Learning 4J Model Zoo: They save lots of time — grab all the zoos you can. I wish there was a universal one.

  • MXNet Model Zoo.

  • Paddle Paddle Model Zoo.

  • TensorFlow Models: I have used Inception and Syntaxnet from here.

  • Caffe Model Zoo (GitHub).

  • Tensorflow and Pytorch Models.

  • Keras Model Zoo.

  • Neon Model Zoo.

  • Torch7 Model Zoo.

  • Pytorch Vision: Models, Data Loaders, and More: This is cool.

  • TensorFlow Models for PyTorch.

This Week's Must-Read

  • Bringing FaceNet to Java.

  • Face Recognition in Python: A must-have for Terminator robot projects.

  • TensorFlow Primer.

  • Data Parallel GPUs in Spark.

  • COCO image recognition from Microsoft (GitHub).

  • TensorFlow and on Hadoop.

  • OpenCV Tutorial.

  • Motion Detection With OpenCV.

I am hoping by the end of the month to detail my progress on my self-driving Raspberry Pi car, Raspberry Pi Deep Learning, Spark, Hadoop Cluster, and wrap-up from the Code NYC talk.

Machine learning hadoop Deep learning Zoo (file format)

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