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time series modeling

Cross-Validation strategies for Time Series forecasting [Tutorial]

Time series modeling and forecasting are tricky and challenging. The i.i.d (identically distributed independence) assumption does not hold well to time series data. There...

NeurIPS 2018: Developments in machine learning through the lens of Counterfactual Inference [Tutorial]

The 32nd NeurIPS Conference kicked off on the 2nd of December and continued till the 8th of December in Montreal, Canada. This conference covered...
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NeurIPS 2018: A quick look at data visualization for Machine learning by Google PAIR...

The 32nd annual NeurIPS (Neural Information Processing Systems) Conference 2018 (formerly known as NIPS), is currently being hosted in Montreal, Canada this week. The...

Creating effective dashboards using Splunk [Tutorial]

Splunk is easy to use for developing a powerful analytical dashboard with multiple panels. A dashboard with too many panels, however, will require scrolling...

Create an RNN based Python machine translation system [Tutorial]

Machine translation is a process which uses neural network techniques to automatically translate text from one language to the another, with no human intervention...
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How to handle exceptions and synchronization methods with Selenium WebDriver API

One of the areas often misunderstood, but is important in framework design is exception handling. Users must program into their tests and methods on...
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How to write high quality code in Python: 15+ tips for data scientists and...

Writing code is easy. Writing high quality code is much harder. Quality is to be understood both in terms of actual code (variable names,...

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