Deep, really Deep Learning

  • In a short description, Deep Learning is the computer’s “cap-ability” to learn, using derivatives.
  • The idea that resonated the most for me, the one that keeps making me lose sleep and reverberates inside my brain, is the amazing concept of DEEP LEARNING .
  • Just as the Internet in 1994, became what it is now, in 2015, I strongly believe that Deep Learning will be in A Very Short Time!

Read the full article, click here.


@ZGJR: “Agree! @WTBunting No Fear #AI nor Deep, really #DeepLearning”


Imagine it is 1994. You have heard of a thing called the Internet. Not really sure what it does, but apparently it is going to be really cool and will get really big with time.


Deep, really Deep Learning

Video Recordings of the ICML’15 Deep Learning Workshop

  • ↳ Tara N. Sainath – Towards End-To-End Speech Recognition Using Deep Neural Networks
  • For the recordings without slides, please see this YouTube playlist .
  • ↳ Panel Discussion with Yoshua Bengio, Neil Lawrence, Juergen Schmidhuber, Demis Hassabis, Yann LeCun and Kevin Murphy, moderated by Max Welling .

Read the full article, click here.


@hugo_larochelle: “Videos of DL workshop at ICML 2015 are online: #DeepLearning”


These are slide-synchronized video recordings from the ICML’15 Deep Learning Workshop I organized with Kyunghyun Cho, Yann LeCun, Max Welling, Geoffrey Hinton and Yoshua Bengio. It took a while before we got permission from all involved parties, but here they are! For the recordings without slides, please see this YouTube playlist. You can browse/download the source here.


Video Recordings of the ICML’15 Deep Learning Workshop | Durk Kingma

Artificial Intelligence Creativity Machine Learns to Play Beethoven in the Style of The Beatles’ “Penny Lane”

  • For a more thorough explanation of Flow Machine, watch this video.
  • It similarly uses this understanding of the flow state to create.
  • The Flow Machine project aims to understand style and treat it as a computational object through which other information can pass.

Read the full article, click here.


@openculture: “Artificial Intelligence Creativity Machine Plays Beethoven in Style of Beatles’ Penny Lane”


It is the end of term this week and my film production students asked me to name my favorite part of filmmaking. I told them it’s directing, as it’s something I so rarely get to do (compared to writing) yet so involving that an entire day goes by in a flash. Regardless, I always pop out the other side knowing I was at my absolute creative best. I was in the “zone” or as Mihaly Csikszentmihalyi called it in 1990, “the flow state.” And in a wonderful bit of synchronicity, not a little while later, I have been charged with presenting to you this example of artificial intelligence (AI) creativity. It similarly uses this understanding of the flow state to create.


Artificial Intelligence Creativity Machine Learns to Play Beethoven in the Style of The Beatles’ “Penny Lane”

12 Python Resources for Data Science – Data Science Central

12 #Python Resources for #DataScience:  #abdsc #BigData #MachineLearning

  • The Guide to Learning Python for Data Science has been moved .
  • An indispensable Python : Data sourcing to Data science
  • You need to be a member of Data Science Central to add comments!

Read the full article, click here.


@KirkDBorne: “12 #Python Resources for #DataScience: #abdsc #BigData #MachineLearning”


About 8,300 articles related to Python have been posted on Data Science Central, according to Google. Below is a small sample — the 12 most useful and popular…


12 Python Resources for Data Science – Data Science Central

Top KDnuggets tweets, Apr 27 – May 3: Trifecta: Python, Machine Learning, and Dueling Languages; Fun game 4 #MachineLearning newbies

Top KDnuggets tweets: #Python, #MachineLearning, & Dueling Languages; Fun game 4 ML newbies

  • KDnuggets Home > News > 2016 > May > News, Features > Top KDnuggets tweets, Apr 27 – May 3: Trifecta: Python, Machine Learning, and Dueling Languages; Fun game 4 #MachineLearning newbies ( 16:n17 )
  • Trifecta: #Python, #MachineLearning, + Dueling Languages; Cartoon: When #Automation Goes Too Far; #AI Speed: 2-year old #xkcd cartoon: cannot check if a photo has a bird; Removing Duplicates in #BigData.
  • Most Clicked: Fun game 4 #MachineLearning newbies: Use #TensorFlow to recognize a digit, no install needed https://t.co/r48G24PlvO https://t.co/Zbz0mQSdJM

Read the full article, click here.


@kdnuggets: “Top KDnuggets tweets: #Python, #MachineLearning, & Dueling Languages; Fun game 4 ML newbies”


Trifecta: #Python, #MachineLearning, + Dueling Languages; Cartoon: When #Automation Goes Too Far; #AI Speed: 2-year old #xkcd cartoon: cannot check if a photo has a bird; Removing Duplicates in #BigData.


Top KDnuggets tweets, Apr 27 – May 3: Trifecta: Python, Machine Learning, and Dueling Languages; Fun game 4 #MachineLearning newbies

How Deep Is Your Learning?

How deep learning works and how it compares to more traditional machine learning:

  • “Courage doesn’t mean you don’t get afraid.
  • Quote of the Day
  • Courage means you don’t let fear stop you.”

Read the full article, click here.


@ForbesTech: “How deep learning works and how it compares to more traditional machine learning:”


We’re on the brink of an explosion of innovation in deep learning, because we’re capturing so much more data and we’ve got so much more computing power to process and analyze it all.


How Deep Is Your Learning?