Data Engineering With Python provides a solid overview of pipelining and database connections for those tasked with processing both batch and stream data flows. Not only for the data miners, this book will be useful as well in a CI/CD environment using Kafka and Spark. It’s very readable ...
Anyone who is new to data engineering and wants to learn about the foundational concepts while gaining practical experience with common data engineering services on AWS will also find this book useful. A basic understanding of big data-related topics and Python coding will help you get the most ...
Feature Engineering Vincent Warmerdam: Untitled12.ipynb - Using df.pipe() Vincent Warmerdam: Winning with Simple, even Linear, Models sklearn - Pipeline, examples. pdpipe - Pipelines for DataFrames. scikit-lego - Custom transformers for pipelines. categorical-encoding - Categorical encoding of variab...
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pandas: powerful Python data analysis toolkit What is it? pandasis a Python package that provides fast, flexible, and expressive data structures designed to make working with "relational" or "labeled" data both easy and intuitive. It aims to be the fundamental high-level building block for doin...
Static Reports:Making a static report could be another option. Reports can provide you with a comprehensive view of data and are suitable for in-depth analysis. To make reports, you could combine visualizations made in Power BI or Python and display them in a PowerPoint presentation or a docum...
Falcon-Edge:高性能Bitnet模型开源发布 | 重磅发布!Falcon-Edge系列模型携专属微调工具库正式开源——专为Bitnet架构打造的高性能通用模型,支持个性化微调!配套推出Python微调工具库onebitllms,零门槛实现模型定制开发。无论是研究者还是开发者,现在都能轻松驾驭这些:①参数规模灵活可选 ②推理速度突破性提升 ③硬件适配...
The availability of such large DFT-computed data sets has spurred the interest of materials scientists to apply advanced data-driven machine learning (ML) techniques to accelerate the discovery/design of new materials with select engineering properties21,22,23,24,25,26,27,28,29,30,31,32,33,34...
Apache Zeppelin Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more Featuretools An open source framework for automated feature engineering written in python Optimus Cleansing, pre-processing, feature engineering, exploratory data analy...
The Python implementation of B-AMA is freely available for non-commercial research and educational purposes at (https://github.com/alessandroamaranto/B-AMA). We encourage users to provide their impression and suggestion, with the aim of creating a strong feedback loop between B-AMA and the user...