Data Analytics: Data Analytics AND Agile Project Management AND Machine Learning
暫譯: 數據分析:數據分析、敏捷專案管理與機器學習
Robert Keane
- 出版商: W. W. Norton
- 出版日期: 2017-12-04
- 售價: $939
- 貴賓價: 9.5 折 $892
- 語言: 英文
- 頁數: 238
- 裝訂: Paperback
- ISBN: 1981383441
- ISBN-13: 9781981383443
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相關分類:
專案管理 PM、Agile Software、Machine Learning、Data Science
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商品描述
This Book Includes 3 Manuscripts
Data Analytics
Master The Techniques For Data Science, Big Data And Data Analytics
If your business is like most, it is already generating a staggering amount of data on a regular basis. Understanding what this data truly means is key to succeeding in the marketplace these days and if you are looking for a way to give yourself an edge then Data Analytics is the book you have been waiting for.
Inside this book you will find:
- Everything you need to know to get started completing the right kind of data analysis to benefit your business regardless of what that business is
- The best ways to utilize predictive analysis effectively
- Easy to use machine learning and regression techniques
- The reasons why you need discrete choice models in your life
Agile Project Management
Focus On Continuous Improvement, Scope Flexibility, Team Input, And Delivering Essential Quality Products
Agile Project Management has grown in popularity over the past several years. Change is occurring so fast that many organizations are unable to keep up with the demands of a changing global world. Your ability to quickly change and adapt to your environment will make or break, not only your career but could be the deciding factor as to whether your company survives in the coming years. Those that have implemented the Agile strategies you will learn in this book are the ones that are succeeding and will be around for years to come. Look around at your peers. How many of them are looking to take that next step? The answer is probably very few but not you. You are an action taker. The fact that you are looking for a book like this says so.
Here is some of what you will learn:
- The Benefits of Agile for you and your organization
- Agile strategy and making Agile work within an organization
- What is Scrum and how to implement it
- Explanation of ITIL and how it relates to Agile
- Tools of the trade
- Case Studies to show you Agile in action
- And an added BONUS – THE SECRET WEAPON
Machine Learning
Master The Three Types Of Machine Learning
Machine learning is vital to the world of information technology. While many people may have no idea what machine learning is, they have probably used it sometime in their daily lives. For example, if you have ever done a search query on a search engine, you have worked with one form of machine learning. The program to do your search query has been trained to find the best results based on what you are looking for and it will also learn from the choices that you make.
In this book you will find:
- Understanding the Basics of Machine Learning
- Why should I Use Machine Learning?
- Machine Learning Applications
- How Artificial Intelligence and Machine Learning are Different
- Statistics and Probability Theory
- The Building Blocks of Machine Learning
- Formal Statistical Learning Framework
- PAC Learning Strategies
- Generalization Models in Machine Learning
- Supervised Machine Learning
- Unsupervised Machine Learning
- Support Vector Machines
- Issues That Can Come Up In Machine Learning
Now is the time! Get started on your Project Management journey today.
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商品描述(中文翻譯)
這本書包含三篇手稿
數據分析
掌握數據科學、大數據和數據分析的技術
如果您的業務像大多數一樣,已經定期產生驚人的數據量。理解這些數據的真正意義是當今市場成功的關鍵,如果您正在尋找一種方法來給自己帶來優勢,那麼《數據分析》就是您一直在等待的書籍。
在這本書中,您將找到:
- 開始進行正確數據分析以使您的業務受益所需了解的一切,不論該業務是什麼
- 有效利用預測分析的最佳方法
- 易於使用的機器學習和回歸技術
- 您生活中需要離散選擇模型的原因
敏捷專案管理
專注於持續改進、範圍靈活性、團隊參與和交付基本質量產品
在過去幾年中,敏捷專案管理的受歡迎程度不斷上升。變化發生得如此之快,以至於許多組織無法跟上不斷變化的全球需求。您快速變化和適應環境的能力將決定您的職業生涯,甚至可能是您的公司在未來幾年是否能夠生存的關鍵因素。那些實施了您將在本書中學到的敏捷策略的人,正是那些成功並將在未來幾年繼續存在的人。看看您的同儕,有多少人希望邁出下一步?答案可能非常少,但您不是。您是一個行動者。您正在尋找這樣一本書的事實就證明了這一點。
在這裡,您將學到的一些內容:
- 敏捷對您和您的組織的好處
- 敏捷策略及如何在組織內部實施敏捷
- 什麼是Scrum以及如何實施它
- ITIL的解釋及其與敏捷的關係
- 行業工具
- 案例研究以展示敏捷的實踐
- 以及額外的獎勵 - 祕密武器
機器學習
掌握三種類型的機器學習
機器學習對信息技術的世界至關重要。雖然許多人可能對機器學習一無所知,但他們可能在日常生活中使用過它。例如,如果您曾經在搜索引擎上進行過搜索查詢,那麼您就使用過一種形式的機器學習。執行搜索查詢的程序已經被訓練以根據您所尋找的內容找到最佳結果,並且它也會從您所做的選擇中學習。
在這本書中,您將找到:
- 理解機器學習的基本概念
- 為什麼我應該使用機器學習?
- 機器學習的應用
- 人工智慧和機器學習的區別
- 統計學和概率論
- 機器學習的基礎構建塊
- 正式的統計學習框架
- PAC學習策略
- 機器學習中的泛化模型
- 監督式機器學習
- 非監督式機器學習
- 支持向量機
- 在機器學習中可能出現的問題
現在是時候了!今天就開始您的專案管理之旅吧。
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