Fri.Dec 27, 2019

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Using Gradient Boosting for Time Series prediction tasks

MLWhiz

Time series prediction problems are pretty frequent in the retail domain. Companies like Walmart and Target need to keep track of how much product should be shipped from Distribution Centres to stores. Even a small improvement in such a demand forecasting system can help save a lot of dollars in term of workforce management, inventory cost and out of stock loss.

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How To “Ultralearn” Data Science: deep understanding and experimentation, Part 4

KDnuggets

In this fourth and final part of the ultralearning data science series, it's time to take the final steps toward developing a deep understanding of the fundamentals and learning how to experiment -- the two aspects that are the ultimate keys to ultralearning.

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Cloud Data Science News – Beta 8

Data Science 101

It is the days between Christmas and New Years, so the there is not much news to share. Here are the few bits of information I could find. News. AWS Deep Learning Containers now support Tensorflow 2.0 AWS Deep Learning Containers are docker images which are preconfigured for deep learning tasks. Now they support Tensorflow 2.0. Videos. An intro to Azure FarmBeats An innovative idea to bring data science to farmers.

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Fighting Overfitting in Deep Learning

KDnuggets

This post outlines an attack plan for fighting overfitting in neural networks.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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The Confidential Secrets of Large Wooden Dog House Exposed

BizAcuity

How to get the nice Dog House to your Dog Within an ideal environment, you are going to end up being skilled to remain to keep your puppy inside. Probably your dog is a little bit of a great architecture fan or perhaps you’re searching for a puppy house method that’s easy on the eyes. Your dog really loves you and your property, but at times, much like a new adult, they simply need their particular personal space that arrives in the shape of a dog residence.

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KDnuggets™ News 19:n49, Dec 27: What is a Data Scientist Worth? New Explainable AI from Google

KDnuggets

What is a Data Scientist Worth?; Google's New Explainable AI Service; The Most In Demand Tech Skills for Data Scientists; The 4 fastest ways NOT to get hired as a data scientist; and KDnuggets Cartoon which was included in a surprising textbook.

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Underrated Questions on Cat Carriers

BizAcuity

If your pet cat is only a kitten, you will receive a minimal size. In the event the feline just refuse to enter the jar If you discover the cat just simply won’t will end up in, you might choose a top opening wire body cat container basket is to of consumption. Start with only a minute or two, of course, if he or she becomes affected open the doorway immediately.

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The Foolproof Extra Small Dog Sweaters Strategy

BizAcuity

With options that range between light blue to pink, be capable to get your puppy something which matches his pelt! Calculate the quantity of yarn you’ll need after you’ve measured your dog. As expected, not every dog needs extra clothing to be warm. Cold Dog continues up with the newest trends to carry on to keep pet dogs fashionable along with nice.