Indico Data Solutions
Indico Data Solutions
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  • TensorFlow is a wonderful tool for rapidly implementing neural networks. In this presentation, we will learn the basics of TensorFlow and show how neural networks can be built with just a few lines of code. We will highlight some of the confusing bits of TensorFlow as a way of developing the intuition necessary to avoid common pitfalls when developing your own models. Additionally, we will discus...

Indico Data Solutions
Indico Data Solutions
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  • Dan Kuster led a talk at Sentiment Analysis Symposium discussing why businesses should consider adopting deep learning solutions. Key takeaways include simplicity, accuracy, flexibility, and some hacks for working with the tech. About the Session: Machine learning is becoming the tool of choice for analyzing text and image data. While traditional text processing solutions rely on the ability of...

Indico Data Solutions
Indico Data Solutions
SlideShare Presentation
  • Dan Kuster held a workshop at General Assembly Boston on how machine learning is changing -- and improving -- the way digital marketers do their jobs. Overview: "Machine learning allows a marketer to target people based on an actual understanding of their interests, habits, and personality, rather than typical demographic data. To get more concrete here, machine learning lets you say: I want to...

Indico Data Solutions
Indico Data Solutions
SlideShare Presentation
  • In recent years, deep learning approaches have come to dominate discriminative problems in many sub-areas of machine learning. Alongside this, they have also powered exciting improvements in generative and conditional modeling of richly structured data such as text, images, and audio. This talk, led by indico's Head of Research, Alec Radford, will serve as an introduction to several emerging appl...

Indico Data Solutions
Indico Data Solutions
SlideShare Presentation
  • Machine learning is one of the most promising and most difficult to understand fields of the modern age. Here are the slides from Slater Victoroff's (CEO of indico) talk at General Assembly Boston for non-technical folks on how to separate the signal from the noise -- stay tuned for the next time he speaks: https://generalassemb.ly/education/machine-learning-for-non-technical-people

Indico Data Solutions
Indico Data Solutions
SlideShare Presentation
  • indico's Head of Research, Alec Radford, led a workshop on general sequence learning using recurrent neural networks at Next.ML in San Francisco. Here's his presentation and workshop resources available for free. --- Recurrent Neural Networks hold great promise as general sequence learning algorithms. As such, they are a very promising tool for text analysis. However, outside of very specific us...

Indico Data Solutions
Indico Data Solutions
SlideShare Presentation
  • An introduction to our machine learning APIs (sentiment, political alignment, language detection, text tags, facial emotion recognition, and image features) using Python. Slater Victoroff (@sl8rv) walks us through two tutorials: (1) sorting images based on similarity using our Image Features API, and (2) creating a custom RSS feed using our Text Tags API. Our APIs are available with wrappers in...

Indico Data Solutions
Indico Data Solutions
SlideShare Presentation
  • A presentation by Alec Radford, Head of Research at indico Data Solutions, on deep learning with Python's Theano library. The emphasis of the presentation is high performance computing, natural language processing (using recurrent neural nets), and large scale learning with GPUs. Video of the talk available here: https://www.youtube.com/watch?v=S75EdAcXHKk

Indico Data Solutions
Indico Data Solutions
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New page title detected.

  • New: Diana says...
  • Old: indico blog | Powerful Developer-Friendly Machine Learning
Indico Data Solutions
Indico Data Solutions
SlideShare Presentation

New SlideShare presentations detected.

  • TensorFlow in Practice

    TensorFlow is a wonderful tool for rapidly implementing neural networks. In this presentation, we will learn the basics of TensorFlow and show how neural networks can be built with just a few lines of code. We will highlight some of the confusing bits of TensorFlow as a way of developing the intuition necessary to avoid common pitfalls when developing your own models. Additionally, we will discus...

  • The Unreasonable Benefits of Deep Learning

    Dan Kuster led a talk at Sentiment Analysis Symposium discussing why businesses should consider adopting deep learning solutions. Key takeaways include simplicity, accuracy, flexibility, and some hacks for working with the tech. About the Session: Machine learning is becoming the tool of choice for analyzing text and image data. While traditional text processing solutions rely on the ability of...

  • How Machine Learning is Shaping Digital Marketing

    Dan Kuster held a workshop at General Assembly Boston on how machine learning is changing -- and improving -- the way digital marketers do their jobs. Overview: "Machine learning allows a marketer to target people based on an actual understanding of their interests, habits, and personality, rather than typical demographic data. To get more concrete here, machine learning lets you say: I want to...

  • Deep Advances in Generative Modeling

    In recent years, deep learning approaches have come to dominate discriminative problems in many sub-areas of machine learning. Alongside this, they have also powered exciting improvements in generative and conditional modeling of richly structured data such as text, images, and audio. This talk, led by indico’s Head of Research, Alec Radford, will serve as an introduction to several emerging appl...

  • Machine Learning for Non-technical People

    Machine learning is one of the most promising and most difficult to understand fields of the modern age. Here are the slides from Slater Victoroff’s (CEO of indico) talk at General Assembly Boston for non-technical folks on how to separate the signal from the noise -- stay tuned for the next time he speaks: https://generalassemb.ly/education/machine-learning-for-non-technical-people

  • General Sequence Learning using Recurrent Neural Networks

    indico’s Head of Research, Alec Radford, led a workshop on general sequence learning using recurrent neural networks at Next.ML in San Francisco. Here’s his presentation and workshop resources available for free. --- Recurrent Neural Networks hold great promise as general sequence learning algorithms. As such, they are a very promising tool for text analysis. However, outside of very specific us...

  • Getting started with indico APIs [Python]

    An introduction to our machine learning APIs (sentiment, political alignment, language detection, text tags, facial emotion recognition, and image features) using Python. Slater Victoroff (@sl8rv) walks us through two tutorials: (1) sorting images based on similarity using our Image Features API, and (2) creating a custom RSS feed using our Text Tags API. Our APIs are available with wrappers in...

  • Introduction to Deep Learning with Python

    A presentation by Alec Radford, Head of Research at indico Data Solutions, on deep learning with Python’s Theano library. The emphasis of the presentation is high performance computing, natural language processing (using recurrent neural nets), and large scale learning with GPUs. Video of the talk available here: https://www.youtube.com/watch?v=S75EdAcXHKk

Indico Data Solutions
Indico Data Solutions
Blog Post
Indico Data Solutions
Indico Data Solutions
Page Metadata Update

New page title detected.

  • New: indico blog | Powerful Developer-Friendly Machine Learning

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