AI News, Neural networks and a dive into Julia

Neural networks and a dive into Julia

Let's consider a toy example--modeling a company's value based on 2 variables only (# of employees and revenue).

Unfortunately, it's hard to say for certain how well a particular algorithm will deal with these scenarios without understanding of what's going on under the hood.

k-nearest-neighbors clearly cares if one feature is arbitrarily larger than another since it will have a disproportionate effect on distance.

Now imagine me coding on a Sunday evening: My new neural network package looks broken;

The Evolution of Gradient Descent

Which optimizer should we use to train our neural network? Tensorflow gives us lots of options, and there are way too many acronyms. We'll go over how the ...

Mod-01 Lec-39 Genetic Algorithms contd...

Design and Optimization of Energy Systems by Prof. C. Balaji , Department of Mechanical Engineering, IIT Madras. For more details on NPTEL visit ...

Lecture 15: Coreference Resolution

Lecture 15 covers what is coreference via a working example. Also includes research highlight "Summarizing Source Code", an introduction to coreference ...

Sound Recognition - Computerphile

How do you go about making a device recognise individual sounds? Audio Analytic's Dr Chris Mitchell on how they approached the problem. Digital Audio ...

13. Learning: Genetic Algorithms

MIT 6.034 Artificial Intelligence, Fall 2010 View the complete course: Instructor: Patrick Winston This lecture explores genetic ..

Lecture 6: Dependency Parsing

Lecture 6 covers dependency parsing which is the task of analyzing the syntactic dependency structure of a given input sentence S. The output of a dependency ...

Machine learning is not the future - Google I/O 2016

AI and machine learning have been a topic of science fiction for years, and they'll continue to be. But this talk isn't about science fiction—it's about all the ...

Automatic Speech Recognition - An Overview

An overview of how Automatic Speech Recognition systems work and some of the challenges. See more on this video at ...

What is Consciousness? What is Its Purpose?

Skip to Part 2: Research sources: .

Bridging the Gap Between Theory and Practice in Machine Learning

Machine learning has become one of the most exciting research areas in the world, with various applications. However, there exists a noticeable gap between ...