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所在平台: Udemy |
课程主页: https://www.udemy.com/course/highspeed/
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课程名称：现实世界的高速数据分析 课程概述：这是一门让你快速入门的数据分析课程。数据被誉为新黄金，产生的数据量日益增长，能够挖掘和分析数据并制定可行决策的人将会获得成功。在本课程中，我们采用“用例”方法，结合真实场景，逐步演示如何应用各种自然语言处理（NLP）方法或工具，以快速、准确地提取所需数据。课程中不需要订阅或购买软件，只需使用提供的工具！ 数据分析的重要性：每天产生超过2.5万亿字节的数据，并且这一数字将不断增长。预计每个人每秒会产生1.7MB的数据。学习数据分析的十大理由包括解锁未曾想到的机会、了解NLP在银行、投资、市场营销、医疗、教育、品牌管理、法律和奢侈品等行业中的应用。 课程内容：学员将熟悉Python编程语言的基础知识，最终将获得一套可移植的个人工具，以在多个文本数据源中利用。此外，本课程将帮助学员在内容生成、市场研究、竞争分析和政治策略等方面获得优势。无论你是职业转型、在学校学习、攻读MBA还是担任领导职务，数据分析技能都将显著提升。 特殊案例：课程中提到的一个案例是一位词曲创作人，他利用数据分析对过去10年畅销歌曲歌词进行研究，寻找成功的词汇和创作灵感。 独特优势：与其他课程不同，本课程提供一个即插即用的数据分析虚拟机，学员可以立即使用。这将为学员在职业生涯中增添更多价值，成为他们在多个行业的核心技能。
THIS IS THE ULTIMATE GET STARTED FAST COURSE. Make no mistake data is the new gold. The amount of data being generated is exploding, those that can mine and analyze it for actionable decisions ARE WINNING. That is what you will learn in this course. We deploy a "Use Case" approach to not only give you a real world situation but show you step by step how to apply various Natural Language Processing methods or tools to extract the data you need for a fast accurate solution. NO SUBSCRIPTIONS, NO software to buy, just the tools provided to you in this course!***Update to Include DocNovus(trained Model N.L.P. solution) use cases***Why Data Analysis:"Over 2.5 quintillion bytes of data are created every single day, and it's only going to grow from there. Today, it's estimated that 1.7MB of data will be created every second for every person on earth."TOP 10 Reasons YOU should learn Data Analysis:1. Take this course to unlock opportunities you never knew about.2. You already use Natural Language Processing (NLP) applications without even knowing it (Spell Checkers, Chatbots, Siri, Alexa, Resume sites, News aggregators)3. The Banking industry uses NLP data analysis for various loan application processing.4. Investors use NLP data analysis for financial statement insights.5. Marketers use NLP data analysis for advertising/content optimization.6. Healthcare insurers use NLP data analysis for faster claims processing.7. Higher Education schools and institutes use NLP data analysis for plagiarism checking.8. Brand managers use NLP to monitor customer feedback and mood towards certain brands.9. Law Firms use NLP data analysis for contract auditing.10. The Luxury industry uses NLP data analysis to provide better purchase recommendations.**** Can you afford NOT TO cash in on the future?* Add a new dimension to your Search Engine Optimization (With better keywords)*Get higher conversions from your sales scripts. (By understanding why ones perform and others do not)*Increase the accuracy of your opponent profile. (Isolate words and phrases used most)All of this falls under the Domain of Natural Language Processing. Natural Language Processing, or NLP for short, is broadly defined as the automatic manipulation of natural language, like speech and text, by software. But that doesn't even come close to what you can do with NLP and a variety of Data. You will become familiar with some basics in the Python programming language and in the end, you will have a portable (virtual machine) personal arsenal of tools to leverage across any number of text data sources. Giving you and or your organization the edge now and moving forward.*Get the upper hand in Content Generation. (Optimized Content based on Analysis)As an organizational leader, If you wanted to generate insights for text data, this course is for you. If you are involved in Market research this course is for you. If you conduct any form of competitive analysis this course is for you. Political campaign strategists needing a deeper understanding of the opponent, you guessed it. THIS COURSE IS FOR YOU!*Level-Up in your Career, not just in a game but in REAL LIFE with RIGHT NOW SKILLS! (Instantly ADD MORE VALUE)What you will learn are HIGHLY transferable skills applicable across a wide range of industries beyond I.T. (Healthcare, Legal, Insurance, Politics and Business). Whether you are changing careers, a student, an MBA or in a leadership position; your analysis skills will improve tremendously!Are there other uses for what you learn? ABSOLUTELY. One example that was sent to me, was from a songwriter. Yes, you read that correctly, a songwriter using data analysis! This individual compiled a collection of the lyrics of the top selling songs in his genre for the past 10 years. Using the Token frequency and TF-IDF scripts to isolate most used and highest weighted words across all lyrics in an effort to write songs with an increased probability for success. OF_NOTE: He did acknowledge that were more factors that play into this, but he was determined to capture every advantage possible."To be able to do data analysis like this by myself, gives me a broader range of thought and creativity as to what is possible for my music"C.H.**** Unlike any other course I am aware of, YOU get a data analysis Virtual Machine ready to run out of the box! ****
