Author Archives: 365Data Science

Here we look at some ways to interchangeably work with Python, PySpark and SQL using Azure Databricks, an Apache Spark-based big data analytics service designed for data science and data engineering offered by Microsoft. Originally from KDnuggets https://ift.tt/3gzg07s source https://365datascience.weebly.com/the-best-data-science-blog-2020/working-with-spark-python-or-sql-on-azure-databricks

Machine Learning - Handling Missing Data; The Last SQL Guide for Data Analysis You’ll Ever Need; How (not) to use #MachineLearning for time series forecasting: The sequel Originally from KDnuggets https://ift.tt/32xlDhD source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-kdnuggets-tweets-aug-19-25-machinelearning-handling-missing-data

Does data versioning mean what you think it means? Read this overview with use cases to see what data versioning really is, and the tools that can help you manage it. Originally from KDnuggets https://ift.tt/3gsyQx7 source https://365datascience.weebly.com/the-best-data-science-blog-2020/data-versioning-does-it-mean-what-you-think-it-means

I will be covering the basics and a generic overview of what are the basic services that you’d need to know for the certification, We will not be covering deployment in detail and a tutorial of how you might be able to use these services in this guide. Life cycle of a Machine learning model Now beforeContinue reading “From local Jupyter Notebooks to AWS Sagemaker.”

Natural Language Processing (NLP) consists of developing applications and services capable of understanding human languages. Some… Continue reading on Becoming Human: Artificial Intelligence Magazine » Via https://becominghuman.ai/nlp-tutorial-for-machine-learning-7fdac1f815b5?source=rss—-5e5bef33608a—4 source https://365datascience.weebly.com/the-best-data-science-blog-2020/nlp-tutorial-for-machine-learning

ResNet : Convolution Neural Network ResNet, also known as residual neural network, refers to the idea of ​​adding residual learning to the traditional convolutional neural network, which solves the problem of gradient dispersion and accuracy degradation (training set) in deep networks, so that the network can get more and more The deeper, both the accuracy and theContinue reading “ResNet: Convolution Neural Network”

As the number of data science positions continues to grow dramatically, so does the number of data scientists in the marketplace. Follow these expert tips and examples to help make your resume and job applications stand out in an increasingly competitive field. Originally from KDnuggets https://ift.tt/3lkPt1j source https://365datascience.weebly.com/the-best-data-science-blog-2020/how-to-optimize-your-cv-for-a-data-scientist-career

Despite the benefits of federated learning, there are still ways of breaching a user’s privacy, even without sharing private data. In this article, we’ll review some research papers that discuss how federated learning includes this vulnerability. Originally from KDnuggets https://ift.tt/2CZtb3M source https://365datascience.weebly.com/the-best-data-science-blog-2020/breaking-privacy-in-federated-learning

If I had to start learning Data Science again, how would I do it? Must-read NLP and Deep Learning articles for Data Scientists; These Data Science Skills will be your Superpower; Accelerated Natural Language Processing: A Free Amazon Machine Learning University Course. Originally from KDnuggets https://ift.tt/3aZ4Zva source https://365datascience.weebly.com/the-best-data-science-blog-2020/kdnuggets-news-20n33-aug-26-if-i-had-to-start-learning-data-science-again-how-would-i-do-it-must-read-nlp-and-deep-learning-articles-for-data-scientists

Roll up your sleeves and charge up because you’re invited to an interactive, virtual Machine Learning workshop run by Amazon Web Services, Databricks, and Immuta on September 10. Originally from KDnuggets https://ift.tt/32qfm73 source https://365datascience.weebly.com/the-best-data-science-blog-2020/unifying-data-pipelines-and-machine-learning-with-apache-spark-and-amazon-sagemaker