Limitations of Neural Network Learning and How They Should Be Attacked in 2018

By Torsten Volk on Jan 3, 2018 2:00:53 PM

Neural Networks Are Key in 2018

Neural networks are back, but please don’t think they are able to emulate the context awareness of the human brain. Don’t get me wrong, I believe that the neural network approach is a viable one, but we do need to be clear about its limitations. All of these limitations are rooted in the limited 'worldview' the neural network is able to take in. This worldview is limited as it relies on a human being with limited time and knowledge creating the neural network topology by providing the following components and enough sample data for the machine to determine how input should be processed.

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7 IT Operations Challenges to Attack in 2018 – EMA Punch List

By Torsten Volk on Dec 28, 2017 12:46:11 PM

Digital attackers in 2018 need to focus on one key challenge: “how do I deliver the best possible value to my clients, without significantly increasing cost.“

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6 Recommendations for Machine Learning and Artificial Intelligence in 2018

By Torsten Volk on Dec 26, 2017 12:20:52 PM

In 2017, CEOs arrived at the conclusion that machine learning and artificial intelligence (ML / AI) will be critical to unlock competitive advantages in the future. However, most enterprises had very little understanding of exactly what is possible today and how much value the investment in various ML / AI technologies can bring. Here are my six key recommendations for 2018:

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Top 10 enterprise IT Predictions for 2018 – Release Faster, Cheaper, and at Higher Quality – Everything Is about Becoming a Digital Attacker

By Torsten Volk on Dec 10, 2017 2:26:13 PM

For readers who would like to see what happened to our 2017 predictions, please take a look. Jens Soeldner and the EMA Team sat down again this month to look into the crystal ball for 2018.

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