What Is Transfer Learning?

You probably have a career. But hit the books for a graduate degree or take online certificate courses by night, and you could start a new career building on your past experience. Transfer learning is the same idea. This deep learning technique enables developers to harness a neural network used for one task and apply Read article >

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How to Get Started with Deep Learning Frameworks

Think of a deep learning framework as a grocery store. Rather than laboring in their own backyard farms, most people shop at markets when they want to whip up a meal. Just as they don’t pick lettuce and uproot carrots when they have a hankering for salad, developers don’t want to start from scratch every Read article >

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What’s the Difference Between a CNN and an RNN?

The hit 1982 TV series Knight Rider, starring David Hasselhoff and a futuristic crime-fighting Pontiac Firebird, was prophetic. The self-driving, talking car also offers a Hollywood lesson in image and language recognition. If scripted today, Hasselhoff’s AI car, dubbed KITT, would feature deep learning from convolutional neural networks and recurrent neural networks to see, hear Read article >

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SuperVize Me: What’s the Difference Between Supervised, Unsupervised, Semi-Supervised and Reinforcement Learning?

There are a few different ways to build IKEA furniture. Each will, ideally, lead to a completed couch or chair. But depending on the details, one approach will make more sense than the others. Got the instruction manual and all the right pieces? Just follow directions. Getting the hang of it? Toss the manual aside Read article >

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What’s the Difference Between VR, AR and MR?

Get up. Brush your teeth. Put on your pants. Go to the office. That’s reality. Now, imagine you can play Tony Stark in Iron Man or the Joker in Batman. That’s virtual reality. Advances in VR have enabled people to create, play, work, collaborate and explore in computer-generated environments like never before. VR has been Read article >

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What’s the Difference Between Ray Tracing and Rasterization?

You’ve seen this movie before. Literally. There may not be many people outside of computer graphics who know what ray tracing is, but there aren’t many people on the planet who haven’t seen it. Just go to your nearest multiplex, plunk down a twenty and pick up some popcorn. Ray tracing is the technique modern Read article >

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