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Data Preparation for Machine learning 101: Why it’s important and how to do it

KDnuggets

As data scientists who are the brains behind the AI-based innovations, you need to understand the significance of data preparation to achieve the desired level of cognitive capability for your models. Let’s begin.

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Fantastic Four of Data Science Project Preparation

KDnuggets

This article takes a closer look at the four fantastic things we should keep in mind when approaching every new data science project.

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KDnuggets™ News 19:n28, Jul 31: Top 13 Skills To Become a Rockstar Data Scientist; Best Podcasts on AI, Analytics, Data Science

KDnuggets

Learn the essential skills needed to become a Data Science rockstar; Understand CNNs with Python + Tensorflow + Keras tutorial; Discover the best podcasts about AI, Analytics, Data Science; and find out where you can get the best Certificates in the field.

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Experience the new and improved Amazon SageMaker Studio

AWS Machine Learning Blog

Launched in 2019, Amazon SageMaker Studio provides one place for all end-to-end machine learning (ML) workflows, from data preparation, building and experimentation, training, hosting, and monitoring.

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Set Operations Applied to Pandas DataFrames

KDnuggets

In this tutorial, we show how to apply mathematical set operations (union, intersection, and difference) to Pandas DataFrames with the goal of easing the task of comparing the rows of two datasets.

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The Rise of User-Generated Data Labeling

KDnuggets

Let’s say your project is humongous and needs data labeling to be done continuously - while you’re on-the-go, sleeping, or eating. I’m sure you’d appreciate User-generated Data Labeling. I’ve got 6 interesting examples to help you understand this, let’s dive right in!

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Unique Challenges and Opportunities of Artificial Intelligence Applications in Human Resource…

ODSC - Open Data Science

Surveys by firms such as Boston Consulting Group and MIT found that 7 out of 10 AI projects failed to realize the impact that they were expected to have and AI implementation plans dropped from 20% in 2019 to 4% in 2020. You can also get data science training on-demand wherever you are with our Ai+ Training platform.