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所在平台: Udemy |
课程主页: https://www.udemy.com/course/go-for-data-science-and-natural-language-processing-golang/
课程评论：没有评论
课程名称：数据科学与自然语言处理之旅（使用Golang） 课程概述： 本课程旨在探讨如何使用现代编程语言Go（即Golang）进行数据科学与自然语言处理（NLP）。Golang由三位杰出人士创建，并由Google支持，以解决特定类型的问题。作为DevOps和微服务领域快速增长的语言，Golang是否也适合用于数据科学？尽管Python在当前数据科学领域被广泛认为是最佳语言，但本课程将讨论Golang的潜力和优势，包括其快速、易学以及良好的并发特性。 课程内容： - 学习与数据科学和自然语言处理相关的Golang基础知识 - 探索如何在Golang中读取CSV、TXT和PDF等文件 - 使用正则表达式等技术进行数据清理 - 利用Gonum和Stats等多种Golang包执行统计分析 - 通过GoTa等工具进行数据分析和探索 - 理解NLP概念并以简单的方式实现它们 - 使用两种方法进行情感分析 - 在Golang中进行命名实体识别 - 使用Go Web框架（如Go Fiber）构建NLP和数据应用 - 执行预测分析和机器学习，使用GoML等工具进行深入探讨 - 在Golang中进行关键词提取 - 以及更多实用技巧 学习建议： - 鼓励学员与课程内容互动，进行代码练习以增强理解 - 课程视频速度可以根据需要调整，推荐将速度调至-0.75倍以便更好理解 - 本课程内容丰富而密集，既不单纯是理论介绍，也不局限于Golang的高级概念，而是以实验的方式探讨如何使用Golang进行数据科学和NLP 报名参与我们的课程，探索Golang在数据科学和NLP中的应用，提升就业能力，一起迈入数据科学的新领域。期待在课程中见到你！
Go, also know as Golang, is a modern programming language created by 3 Great individuals and backed by Google to address certain types of issues. Being one of the fastest growing languages used in the DevOps and Microservices world, can it also be used for Data Science?Data Science is being used everywhere and has several applications in the real world such as Machine Learning Applications to Natural Language processing and Deep Learning.As everyone knows and would agree with me,Python is known to be the best language for doing Data Science in this present era, but can we also use Golang for doing Data Science?With all the benefits and features of Golang - is it easy for beginners to pick up Golang and use it for Data Science?Go is fast, easy to learn and cross compatible with a great concurrency feature as well as several web frameworks,etc but is it Data Science friendly? Introducing Go4DataScience & Go4NLP.This course seeks to explore and address the challenges we have in doing Data Science and NLP using Golang for beginners.I believe this is one of the first training programs on this platform intended to perform data science with Golang for beginners. Go For Data Science(Go4Datascience) is the course where Golang meets Data Science i.e, two growing fields meeting together.Although Go has several Libraries and Package with a massive growing community,I faced a lot of challenges when performing data science using Golang. So this course is my attempt to document the process of performing datascience and NLP using Golang.Join me as we experiment together - we will meet a lot of challenges and shortcomings but we will prevail and pave the way for others to find it easier for doing data science with Golang.What you'll learnLearn the basics of Go relevant enough for DataScience and NLPFind out how to read files such as CSV,Txt and PDF in GolangHow to Clean data using Regex and morePerform Statistics using Several Packages in Go such as Gonum,Stats,etcData Analysis and Exploration using Golang via GoTa,etc.Understand NLP concepts and their implementation in a simple way Perform Sentiment Analysis with Golang using Two ApproachesPerform Named Entity Recognition in GolangBuild NLP and Data Applications using Go Web Frameworks like Go Fiber,etcPerform Predictive Analytics and Machine Learning using GoML, etcKeyword Extraction using Rakes in Golang.And moreTips for getting through the coursePlease write or code along with us do not just watch,this will enhance your understanding.You can regulate the speed and audio of the video as you wish,preferably at -0.75x if the speed is too fast for you.The course is intensive and lengthy but yet exciting and unscripted.Suggested Prerequisites is understanding of Golang and Data ScienceThis course is NOT a 'Theoretical Introduction to Data Science' nor 'Advanced Concepts in Golang' although we try our best to cover some concepts for the beginner and the pro. Rather it is about experimenting with Golang for performing Data Science and Natural Language Processing. Go4DataScience & Go4NLP.Get Job ready with Go and DataScience today.Join us as we explore the world of Golang 4 Datascience and NLP.See you in the Course,Stay blessed.
