Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and the Cloud (1版)
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目錄大綱
Table of Contents:
1. Introduction to Computers and Python
2. Introduction to Python Programming
3. Control Statements and Program Development
4. Functions
5. Sequences: Lists and Tuples
6. Dictionaries and Sets
7. Array-Oriented Programming with NumPy
8. Strings: A Deeper Look
9. Files and Exceptions
10. Object-Oriented Programming
11. Computer Science Thinking: Recursion, Searching, Sorting and Big O
12. Natural Language Processing (NLP)
13. Data Mining Twitter
14. IBM Watson and Cognitive Computing
15. Machine Learning: Classification, Regression and Clustering
16. Deep Learning
17. Big Data: Hadoop, Spark, NoSQL and IoT
Index
目錄大綱(中文翻譯)
目錄:
1. 電腦和Python簡介
2. Python程式設計簡介
3. 控制語句和程式開發
4. 函式
5. 序列:列表和元組
6. 字典和集合
7. 使用NumPy進行陣列導向程式設計
8. 字串:更深入的觀察
9. 檔案和例外處理
10. 物件導向程式設計
11. 電腦科學思維:遞迴、搜尋、排序和Big O
12. 自然語言處理(NLP)
13. 探勘Twitter資料
14. IBM Watson和認知運算
15. 機器學習:分類、回歸和分群
16. 深度學習
17. 大數據:Hadoop、Spark、NoSQL和物聯網
索引
原價:
1480
售價:
1406
現省:
74元
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Learning from the COVID-19 Pandemic: Implications for Science, Health, and Healthcare 1st 2023
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COVID-19 was first identified in Wuhan City in December 2019 and spread throughout Hubei Province and other parts of China. After causing significant morbidity and mortality in China, by February 2020, it had spread to numerous other countries, infecting millions of people and causing a large number of deaths across the world.
The COVID-19 pandemic put a burden on almost all areas of the world including healthcare systems, education, industry, travel, etc. The pandemic revealed the vulnerability of the world’s healthcare systems and affected healthcare personnel significantly. The virus is able to attack not only the respiratory tract, but almost all the organs including the brain. Impacts on gut biota have also been noticed. The virus has caused both morbidity and mortality in humans without any geographical, cultural, or religious barriers. The emergence of new variants due to mutations in the virus has aggravated the problem. While the delta variant brought a second wave and killed a large number of people due to various factors such as lowering of saturated oxygen in blood and other physiological emergencies, the omicron variant proved to be less lethal. Though the pandemic has subsided, the emergence of the subvariants BA1 and BA2 and now their hybrids has started to increase the number of cases at exponential levels and has forced new lockdown measures in places such as China. As the conditions laid down to combat the pandemic have been relaxed, the virus may reach other countries and cause additional countries to resort to lockdown again.
COVID-19 became the focus of the scientific community with the aim of developing new drugs, repurposing available drugs to be used against the virus, and developing a series of vaccines in a short time. The mild effect of omicron might have been due to the extensive vaccination programmes carried out in various countries. However, there is genuine fear that newly emerging variants may evade the immune system and cause damage to the body.
This book highlights the impact of COVID-19 on science, industry, and healthcare systems. The chapters included in the volume come from dedicated experts belonging to basic sciences, biotechnology, pharmaceutical sciences, and other fields of sciences. These include discussions on how the virus evolves and attacks various organs in the body. A separate chapter explains the emergence of various strains of virus. The preparedness of hospitals and healthcare workers as well as different agencies such as DRDO to face the challenges posed by virus is also discussed. The way scientists and technologists developed new techniques to detect and control the virus have also been highlighted including a chapter on the development of vaccines to control the pandemic.
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