Machine Learning with R and TensorFlow

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  1. Posit PBC
  2. Machine Learning
  3. TensorFlow
  4. Keras
  5. Deep Learning
  6. RStudio
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Комментарии
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This is very useful. Its amazing how the model was able to associate Tusker to the elephant image at 47:01. This is a popular beer brand in Africa that uses the elephant as its logo

BonifaceMakone
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Thanks for this excellent introduction to the subject. I really appreciated the fact that you were NOT trying to sell machine learning as a "magic one size fits all solution available for anybody without statistics kwowledge". Unfortunately too often ML is presented as a magical solution by software sellers and I've seen many dangerous attempts to use it blindly for manufacturing decision making. It's not a way to skip our professional responsibility... we have to do our homework and understand what's happening, why it's happening, identify the sources of variations (and address them). And THEN, we could add on top of a mature, understood, in control mfg process a predictive model (ML or not) to sustain or improve quality and performance. This fact was clear in your excellent presentation on top of the very valuable information that you presented, thank you.

TiGuyDuQuebec
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Thank you. Glad this was featured on R blogger. Learnt a lot

junrancao
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Thank you, J.J Allaire and Rstudio. It would have been nice to add the Q&A session as well.

gireeshbogu
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Excellent introduction to the topic! This increases my interest in learning more about the topic. I wanna clap along with the audience at the end too. Thank you!

HamsterSqueak
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Great introduction to ML and why it should be used with great care.

captnmaico
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Thank you for great introduction to tensorflow in R.

TURALOWEN
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Thank you very much Allaire for a wonderful unpacking of this DL library useful at various applications as expressed with clarity and simplicity. I however could not access the ppt. I am intending to apply it in my further research for image time series analysis.

ezrapedzisai
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I have a problem in loading dataset from my local drive. If anyone help me to load on CloudML, please let me know.

chiranjibisitaula
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Great into to the package. I get error history part. Says that there is no loss function as shown on slides. Any idea??

girimpr
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The link for the presentation isn't working anymore, does someone have the slides please ?

NTyran
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where could we find the presented PPT?

celinexu
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IT IS NOT EASY TO SET UP WORKING ENVIRONMENT IN R and WINDOWS
lot of errors tensorflow, keras etc....(search in google)

WahranRai