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TensorFlow 1.x Deep Learning Cookbook By Antonio Gulli, Amita Kapoor Take the next step in implementing various common and not-so-common neural networks with Tensorflow 1...
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Data Engineers: Nobody Puts Baby in a Corner!
Oh,the lowly data engineer. Harvard Business Review declared the role of the data scientist as “the sexiest job in the 21stcentury.” But the data engineer labors a...
Using Blockchain Technology to Secure the Internet of Things (IoT)
Blockchain, which is a form of a decentralized digital ledger technology, has gained enormous attention in the recent years, precisely, since 2004. In fact, it has disrup...
Sequence Modeling with Neural Networks – Part I
Guest blog post by Zied HY. Zied is Senior Data Scientist at Capgemini Consulting. He is specialized in building predictive models utilizing both traditional statistic...
Using Confusion Matrices to Quantify the Cost of Being Wrong
There are so many confusing and sometimes even counter-intuitive concepts in statistics. I mean, come on…even explaining the differences between Null Hypothesis and A...
Minimizing Errors & Authenticating Transactions through Blockchain Technology
Blockchain technology is fast emerging as one of the most promising innovations in the information technology (IT) sector. It offers a host of advantages, such as enablin...
Convolutional Neural Network (CNN) From Scratch
Introduction In a regular neural network, the input is transformed through a series of hidden layers having multiple neurons. Each neuron is connected to all the neurons ...
MBA vs. Data Science qualifications: Does #AI and #DataScience explain the fall in MBA applications?
Last week, the financial times wrote that there was a sharp fall in MBA applications in the USA. The Elite MBA programs were not affected by this trend, but most others w...
What’s New in Data Prep
Summary: If you’re still writing code to clean and prep your data you’re missing big opportunities for efficiency and consistency with modern data prep platform...
R, Python, Julia — and Polyglot
A poll released recently showed Python increasing its lead over R as the language of choice for analytics professionals. Setting aside questions of the representativene...