数据科学值得学习吗

    科技2023-12-04  101

    My answer to the question is YES a big YES in this case. Did you know there is power in data?

    在这种情况下,我对这个问题的回答是“是”。 您知道数据中有力量吗?

    “We’re entering a new world in which data may be more important than software.” — Tim O’Reilly,

    “我们正在进入一个新世界,在这个世界中,数据可能比软件更重要。” 蒂姆·奥雷利 ( Tim O'Reilly )

    It has gained popularity over the past several years with experts in the field predicting it to be the future.From being marketable, a well paying, and life-changing, Data science is deliberated as the hottest job of the 21st century. In our previous article, we looked at The Era of Data. Todays’ feature We shall discuss the need to have data science as a skill and to give you a reason to consider data science as a career.

    在过去的几年中,它已经变得越来越流行,该领域的专家预测它是未来。从可销售,高薪和改变生活的角度来看,数据科学被认为是21世纪最热门的工作。 在上一篇文章中,我们介绍了“数据时代” 。 今天的功能我们将讨论将数据科学作为技能的需求,并为您提供一个将数据科学视为职业的理由。

    介绍 (Introduction)

    Data science is the study of data. It is the study of the extraction of information or knowledge from data. It involves the use of scientific methods, processes, analysis, algorithms, and systems to extract information from data and create insights.

    数据科学是对数据的研究。 这是从数据中提取信息或知识的研究。 它涉及使用科学的方法,过程,分析,算法和系统来从数据中提取信息并创建见解。

    With data science, you venture into one of the most interesting career paths in the field of data. So who is a data scientist?

    借助数据科学,您可以涉足数据领域最有趣的职业道路之一。 那么谁是数据科学家呢?

    According to Hillary Mason, “A data scientist is someone who can obtain, scrub, explore, model, and interpret data, blending hacking, statistics, and machine learning. Data scientists not only are adept at working with data, but appreciate data itself as a first-class product.”

    根据希拉里·梅森 ( Hillary Mason)的说法,“数据科学家是可以获取,清理,探索,建模和解释数据,融合黑客技术,统计数据和机器学习的人。 数据科学家不仅擅长处理数据,而且将数据本身视为一流产品。”

    Here are the reasons why data science is worth learning.

    这就是为什么数据科学值得学习的原因。

    高需求 (High Demand)

    Data science has been described by numerous names one being the career of the future but getting a data scientist is becoming a major headache to companies. The job market is not able to keep up with the high demand for data scientists. According to IBM, the demand for data scientists will increase from 364,000 to 2,720,000 job openings will be generated in the year 2020. This should be a major force to make you choose data science as a path to follow.

    数据科学已经被无数的名字描述为未来的职业,但是聘请数据科学家正成为公司的主要难题。 就业市场无法跟上数据科学家的高需求。 根据IBM的数据, 到 2020年,对数据科学家的需求将从364,000个增加到2,720,000个。这将是促使您选择数据科学作为遵循之道的主要力量。

    高薪 (High Pay)

    With high demand comes to a great cost, given the demand of data scientists the pay is also high. According to PayScale.com, the average data scientist is paid $96,000 per year. Glass-door says that Data Scientists make an average of $116,100 per year. If this paycheque is not enough to drive to becoming a data scientist lets proceed to the next reason why you need to become a data scientist.

    鉴于数据科学家的需求,高需求带来了高昂的成本,而薪酬也很高。 根据PayScale.com,平均数据科学家每年获得$ 96,000。 Glass-door表示,数据科学家每年的平均收入为116,100美元。 如果这种报酬不足以推动成为数据科学家,那么请继续说明下一个为什么您需要成为数据科学家的原因。

    数据科学将挽救生命。 (Data Science will save lives.)

    Traditionally a doctor had to manually images from the Xray MRI scans and the CT scans in order to find irregularities within them.

    传统上,医生必须手动从X射线MRI扫描和CT扫描中成像,以发现其中的不规则性。

    None the less this was difficult as the eye is not able to completely find all the deformities in the scans and would result in incompetent analysis and in worst cases were not able to suggest the proper treatment. With the advancement in Big data and deep learning technologies, it has become possible to detect microscopic deformities in the scans. With data science, the medical sector has changed due to the use of data. Data science also adds life-saving to one of the reasons to choose it as a career.

    但是,这很困难,因为眼睛无法在扫描中完全找到所有的畸形,并且会导致分析不力,在最坏的情况下也无法建议适当的治疗方法。 随着大数据和深度学习技术的发展,检测扫描中的微观变形已成为可能。 借助数据科学,由于使用数据,医疗行业发生了变化。 数据科学还把挽救生命作为选择它作为职业的原因之一。

    Note this is a single example of data science in medicine.

    请注意,这只是医学数据科学的一个例子。

    现场竞争低 (Low competition in the field)

    Due to the need for Data scientists the competition that is on is among the employers trying to have the best data scientists. This is due to the shortage of the required skills in the market.

    由于需要数据科学家,因此竞争正在试图拥有最好的数据科学家的雇主中。 这是由于市场所需技能的短缺。

    数据科学是新的 (Data science is new)

    If history is to tell a tale, is that anything new in the market tends to gain favor among the people. It is the same case when it comes to DataScience. Data science is new yet the impact in the 21st century is already being experienced in many fields. It has become the sexiest job of the 21st century. Research says that data related courses are in high demand in recent years due to the huge volumes of data generated every day.

    如果说历史是一个故事,那么市场上的任何新事物都倾向于赢得人们的青睐。 对于DataScience,情况也是一样。 数据科学是新事物,但21世纪的影响已在许多领域经历。 它已成为21世纪最性感的工作。 研究表明,由于每天都会产生大量数据,因此与数据相关的课程近年来需求很高。

    有了数据科学,您总是在学习 (With data science, you are always learning)

    if you love the book be sure that data science will always keep you at your toes to always better yourself. Data Science will not only give you a great career but also help you in personal growth. You will be able to have a problem-solving attitude. Data science will secure your future since it is a growing technology.

    如果您喜欢这本书,请确保数据科学将始终保持您的脚步,始终使您自己更好。 数据科学不仅可以为您提供出色的职业,还可以帮助您实现个人成长。 您将能够解决问题。 数据科学是一项不断发展的技术,它将确保您的未来。

    摘要 (Summary)

    From being in high demand, a high paying, life-saving Data science is a life-changing career.

    从高需求,高薪,拯救生命的数据科学成为改变生活的职业。

    According to Mark Cuban “Artificial Intelligence, deep learning, machine learning — whatever you’re doing if you don’t understand it — learn it. Because otherwise, you’re going to be a dinosaur within 3 years.”

    根据马克·库班(Mark Cuban)的观点,“人工智能,深度学习,机器学习-如果您不了解,无论您在做什么,都必须学习它。 因为否则,您将在3年内成为恐龙。”

    With the review above data science is wort the time. Studying the course today will create make your tomorrow better. Data science is the new oil of the 21st century the sexiest job, the future career. If you ask me Data science is worth your time? YES, data science is the future.

    有了上面的评论,数据科学就浪费了时间。 今天学习课程将使您的明天更好。 数据科学是21世纪最性感的工作,也是未来的职业。 如果您问我,数据科学值得您花费时间? 是的,数据科学是未来。

    Hope you liked our article leave a comment a like if you liked our article.

    如果您喜欢我们的文章,希望您喜欢我们的文章。

    #happylearning #keeplearning

    #快乐学习#keeplearning

    Africa Data School

    非洲数据学校

    www.africadataschool.com

    www.africadataschool.com

    翻译自: https://medium.com/swlh/is-data-science-worth-learning-ae3937809acf

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