Tag: Python

Deep learning for the kids with Lobe

Friday, 4 May, 2018 0 Comments

“Lobe is an easy-to-use visual tool that lets you build custom deep learning models, quickly train them, and ship them directly in your app without writing any code. Start by dragging in a folder of training examples from your desktop. Lobe automatically builds you a custom deep learning model and begins training. When you’re done, you can export a trained model and ship it directly in your app.”

Just a decade ago, the algorithmic complexity Lobe offers sounded like science fiction. Now, it is freely available for anyone with a computer and Lobe founder Mike Matas says the visual interface is so user-friendly that children can understand it. So, c’mon young and old, it’s time “to build custom deep learning models, quickly train them, and ship them directly in your app without writing code.”

Note: If you want to talk the deep learning talk and walk the deep learning walk, there’s no avoiding Python and cloud, calculus and linear algebra, however. “How to learn Deep Learning in 6 months” provides some useful pointers.


Twitter thread on AI and FB

Friday, 6 April, 2018 0 Comments

Note: A thread on Twitter is a series of connected Tweets from one person. With a thread, you can add updates, context and background by connecting multiple Tweets together.

François Chollet constructs exemplary Twitter threads. A software engineer and artificial intelligence researcher at Google, he’s the creator of Keras, a leading deep learning framework for the Python programming language, and he has a new book out, Deep Learning with Python. In other words, he knows his AI, and he knows how Facebook uses AI to achieve its ends. Chollet’s Twitter thread from 21 March is informative and disturbing. Highlights:

The problem with Facebook is not *just* the loss of your privacy and the fact that it can be used as a totalitarian panopticon. The more worrying issue, in my opinion, is its use of digital information consumption as a psychological control vector.

We’re looking at a powerful entity that builds fine-grained psychological profiles of over two billion humans, that runs large-scale behavior manipulation experiments, and that aims at developing the best AI technology the world has ever seen. Personally, it really scares me

Twitter thread

And this is a powerful call to arms by Chollet: “If you work in AI, please don’t help them. Don’t play their game. Don’t participate in their research ecosystem. Please show some conscience”


Machine learning on smartphones

Tuesday, 7 February, 2017 0 Comments

The language used by the acolytes of the high priests of the Information Age is richly encoded. Example: “TensorFlow is now available in a Docker image that’s compatible with Python 3, and for all Python users, TensorFlow can now be installed by pip, Python’s native package manager.”

That’s from an InfoWorld story by Serdar Yegulalp in which he says machine learning will one day run on a smartphone, without cloud support. At the heart of this development is TensorFlow the open-source, deep-learning framework developed by Google. Here’s how the engineers, using human language, decode it:


Learning Machine Learning

Sunday, 5 February, 2017 0 Comments

True story: A player named Libratus sat down at a poker table in a high-stakes game of no-limit Texas Hold’em. The gruelling 20-day tournament ended a week ago in a dramatic victory for Libratus over four of the world’s top players. Libratus is no cigar-smoking dandy cowboy, however. It’s an artificial intelligence (AI).

Machines are getting smarter, and AI is entering society in all kinds of intriguing and disturbing way. But who creates these machine-learning programs and who writes the algorithms that produce everything from stock market predictions to data journalism to poker-winning strategies? It’s time we found out and it’s time to learn how to do it ourselves. But how and where and when?

The ScienceAlert Academy is offering a 73.5-hour course titled “The Complete Machine Learning Bundle” for $39. This is the kind of immersion in the stuff you’ll need to plan a career or take your hobby to the next level. The package contains 10 different courses, including “Hadoop & MapReduce for Big Data Problems” and “From 0 to 1: Learn Python Programming – Easy as Pie”.

AI


Python for the people

Thursday, 8 November, 2012 0 Comments

As the global media machine cranked out reports and analysis from Washington D.C. yesterday, the Palo Alto-based startup LearnStreet quietly launched into public beta, making barely a ripple upon the surface of the news industry. Backed with $1 million in seed funding from Khosla Ventures, the site is dedicated to helping beginners master the basics […]

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