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ANALYSIS: Brisbane has the talent and ideas to be a global AI hub - Choose Brisbane
Many of you will have heard of artificial intelligence (AI). You are probably aware that it is not the indestructible Arnie chasing after you in an old, abandoned factory but you may not realise how much of your life already functions on AI. As a general rule, any digital system that exhibits an aspect of human intelligence, such as perception or decision-making, is likely to be running on AI. Have you ever wondered how Google Maps precisely knows every location you search for? The amount of imagery data that would need to be analysed to annotate each house address in the entire world would take an army of workers several years.
Solving the data science conundrum
South Africa is facing a shortage of data scientists – a new breed of analytical data experts with the technical skills to solve complex problems. They're part mathematician, part computer scientist and part trend-spotter. And, because they straddle both the business and IT worlds, they're highly sought-after and well paid. The demand for data scientists is being driven by the emergence of big data – that unwieldy mass of unstructured information that can no longer be ignored and forgotten. It's a potential gold mine for companies – as long as there's someone who can dig in and unearth the business insights that no one thought to look for before.
Demystifying Artificial Intelligence 7 Step Guide
When we're asked, "What is artificial intelligence?" Perhaps it's a sassy-talking technology like Siri from Apple, or helpful humanoid counterparts like those depicted in The Jetsons. Some might even imagine sophisticated robots threatening to extinguish the human race. Nowadays, there are as many definitions of AI as there are companies trying to pitch AI solutions. So, how do law firms know how to incorporate artificial intelligence?
Text Classification with TensorFlow Estimators
Note: This post was written together with the awesome Julian Eisenschlos and was originally published on the TensorFlow blog. Throughout this post we will show you how to classify text using Estimators in TensorFlow. Welcome to Part 4 of a blog series that introduces TensorFlow Datasets and Estimators. You don't need to read all of the previous material, but take a look if you want to refresh any of the following concepts. Part 1 focused on pre-made Estimators, Part 2 discussed feature columns, and Part 3 how to create custom Estimators.