Some friends have asked me about my personal experience of studying a Master of Science (MSc) in Business Analytics in Norway and how was my journey to start a professional career in data science. This is why, I’ve decided to share my honest experience, so you can get a better idea of what to expect and hopefully help you decide if this is the right choice for you.

一些朋友问我关于我在挪威学习商业分析理学硕士(MSc)的个人经历，以及我如何开始数据专业职业生涯。 因此，我决定分享我的诚实经验，因此您可以更好地了解期望的结果，并希望可以帮助您确定这是否是您的正确选择。

Additionally, I’ve decided to share my experience as a whole and not only talk about the masters and its professional opportunities, so I will cover additional topics like some of the extracurricular activities that I’ve been involved, my experience living in Norway, my internship as a data analyst in an energy consulting and business intelligence data firm, among other things.

此外，我决定分享我的整体经验，不仅谈论大师及其职业机会，所以我将涵盖其他主题，例如我参与的一些课外活动，在挪威的生活，我在能源咨询和商业智能数据公司担任数据分析师的实习经历，等等。

Here is the general structure of my testimony ????.

这是我的证词????的一般结构。

1.硕士和大学 (1. The master and university)

A little bit about my background

关于我的背景

Before starting my master’s degree, I finished my bachelor’s degree in business administration at ITAM in Mexico City. Additionally, I worked for one year as a quantitative equity trader in Mexico, and in my final year of bachelor’s, I had the opportunity to study abroad in HEC Paris and in WU Vienna University of Economics and Business. This experience exposed me to an incredible learning environment and since that moment, I knew that I wanted to study my master’s abroad, especially in Europe.

在开始攻读硕士学位之前，我在墨西哥城的ITAM获得了工商管理学士学位。 此外，我在墨西哥担任定量股票交易员一年，在本科毕业的最后一年，我有机会在巴黎的HEC和维也纳大学的维也纳经济与贸易大学学习。 这段经历使我处于一个难以置信的学习环境中，从那一刻起，我就知道我想在国外学习硕士，尤其是在欧洲。

Why business analytics?

为什么要进行业务分析？

With a background in business administration, I knew that I wanted to choose a more technical master’s (not an MBA) but always keeping in mind the business and applied aspect. This is why an MSc in Business Analytics was very appealing to me. With the vast amounts of data generated every day and with the new advancements in computer and software capabilities, I knew that there was a huge potential to optimize and improve decision making for companies based on data-driven analysis. The job market and the possibility of implementing analytics in any type of industry and department was also very attractive.

具有工商管理背景，我知道我想选择一个技术更高的硕士(而不是MBA)，但始终牢记业务和应用方面。 这就是商业分析理学硕士对我非常有吸引力的原因。 随着每天产生的海量数据以及计算机和软件功能的新发展，我知道基于数据驱动分析的公司具有优化和改进决策的巨大潜力。 就业市场以及在任何类型的行业和部门中实施分析的可能性也非常具有吸引力。

Why BI Norwegian Business School?

为什么选择 BI挪威商学院 ？

The master´s program in BI Norwegian Business School combines a set of knowledge and skills that blends data science with business subjects. It places a strong emphasis on the application of knowledge and it offers you the flexibility to personalize your degree with internships, exchange programs, and certifications.

BI挪威商学院的硕士课程结合了一系列知识和技能，将数据科学与商业学科融合在一起。 它非常重视知识的应用，并为您提供了通过实习，交流计划和认证来个性化学位的灵活性。

It’s also ranked by the Financial Times as Norway´s best business school for the fifth straight year in a row in its yearly European Business School ranking 2019.

在《金融时报》的 2019年度欧洲商学院排名中，它连续第五年被评为挪威最佳商学院。

Why Norway?

为什么选择挪威？

As I’ve mentioned before, I wanted to study my MSc somewhere in Europe. I searched for different programs in England, France, Germany, Switzerland, and the Nordic countries but Norway caught my eye. After reading about its high standard of living, gender equality, stable economy, attractive job market, low levels of corruption, and great outdoor activities, I was convinced.

如前所述，我想在欧洲某个地方学习理学硕士。 我在英格兰，法国，德国，瑞士和北欧国家搜索了不同的节目，但是挪威引起了我的注意。 在了解了该市的高生活水平，两性平等，稳定的经济，有吸引力的就业市场，低廉的腐败水平以及户外活动之后，我深信。

Of course, everything is not perfect as it sounds and there’s always a downside like in any part of the world. You will also experience cold and dark winters, maybe not the best nightlife (especially coming from Mexico), high prices, and sometimes difficulties to really get to know Norwegian people. I will talk about this in more detail in a later section, where I talked about Oslo, its people, and culture.

当然，听起来并非一切都完美无缺，而且世界上任何地方都存在不利之处。 您还将经历寒冷和黑暗的冬天，也许不是最好的夜生活(尤其是来自墨西哥的夜生活)，高昂的价格，有时甚至难以真正了解挪威人。 我将在后面的部分中更详细地讨论这一点，在那儿我讨论了奥斯陆，它的人民和文化。

Structure of the program, courses covered and level of difficulty

计划的结构，所涵盖的课程和难度

The master is a two-year full-time program divided into two semesters, one in the autumn and one in spring. In the first year, you have most of your courses where you learn the fundamentals. It’s a combination of lectures, group projects, final exams, elective courses, and workshops. The second-year is more applied, where you can choose to do an internship, become a consultant for an external company, or pursue your academic interests by becoming a research assistant. Additionally, you have to complete two more courses and write your master thesis in the last year. The program offers the flexibility to complete the second year of the MSc in any part of the world and the size of the classes are around 40 people so you get to experience more personalized attention.

硕士课程是一个为期两年的全日制课程，分为两个学期，一个在秋季，一个在Spring。 在第一年，您将在大部分课程中学习基础知识。 它是讲座，小组项目，期末考试，选修课和讲习班的组合。 第二年的申请更为广泛，您可以选择实习，成为外部公司的顾问或通过成为研究助理来追求自己的学术兴趣。 此外，您还必须完成另外两门课程，并在去年写硕士论文。 该计划提供了灵活性，可以在世界任何地方完成理科硕士课程的第二年学习，课程大小约为40人，因此您将获得更多个性化的关注。

In the first semester of the MSc I had 5 courses: Data Management and Python Programming, Business Optimization, Applied Data Analytics, Data Protection and Ethics in the Modern Business Environment, and Decision Theory and System Dynamics.

在MSc的第一学期中，我开设了5门课程：数据管理和Python编程，业务优化，应用数据分析，现代商业环境中的数据保护和道德以及决策理论和系统动力学。

Applied Data Analytics focused on statistics and mathematics using R. The level of difficulty from my experience was intermediate but it gave me a good refresh of different topics like logistic regression, hypothesis testing, and exploratory factor analysis. In Data Management and Python Programming, we learned how to code in Python using Jupyter Notebooks and in the second part of the course, we learned about relational databases and how to retrieve data from such databases using SQL.

Applied Data Analytics专注于使用R进行统计和数学运算。根据我的经验，困难程度是中级的，但它为我很好地刷新了不同主题，例如逻辑回归，假设检验和探索性因素分析。 在数据管理和Python编程中，我们学习了如何使用Jupyter Notebooks在Python中进行编码，并且在本课程的第二部分中，我们学习了关系数据库以及如何使用SQL从此类数据库中检索数据。

Business optimization was a very interesting and challenging course. We learned how to use mathematical modeling to support practical business management decisions. During the course, we used AMPL algebraic modeling system and learned some of the most common modeling techniques for deterministic optimization, such as linear programming (LP), integer programming (IP), mixed-integer programming (MIP), and nonlinear programming (NLP) with applications in logistics/operations and strategy.

业务优化是一个非常有趣且具有挑战性的过程。 我们学习了如何使用数学建模来支持实际的业务管理决策。 在课程中，我们使用AMPL代数建模系统，并学习了一些用于确定性优化的最常用建模技术，例如线性规划(LP)，整数规划(IP)，混合整数规划(MIP)和非线性规划(NLP) )在物流/运营和策略中的应用。

Ethics was a normal essay focusing on GDPR and the course of Decision Theory and System Dynamics I found it a little bit boring and the group project was very time-consuming. The course consisted of modeling the waste sorting system in Oslo using Vensim (a simulation software) to analyze how different actions and strategies impact the percentage of the recycled material in the city.

伦理学是一篇针对GDPR和决策理论与系统动力学的普通论文，我发现它有点无聊，小组项目非常耗时。 该课程包括使用Vensim(一种模拟软件)对奥斯陆的废物分类系统进行建模，以分析不同的行动和策略如何影响城市中可再生材料的百分比。

In the second semester, I had 5 courses as well: Predictive Analytics with Machine Learning, Business Simulation, Visualization and Network Theory and my two electives: Artificial Intelligence — Technologies and Applications, and Supply Chain Analytics.

在第二学期 ，我还开设了5门课程：机器学习的预测分析，业务仿真，可视化和网络理论，以及我的两门选修课：人工智能-技术和应用以及供应链分析。

My favorite course was Predictive Analytics with Machine Learning with John Chandler Johnson, it was amazing! He did his MSc and PhD in Statistics at Stanford University and he was great at communicating and teaching this course. I liked his approach of focusing on the business applications to deliver value to companies but also keeping in mind the most important concepts and technical requirements needed during the process of building a machine learning model.

我最喜欢的课程是与约翰·钱德勒·约翰逊(John Chandler Johnson) 一起进行的机器学习预测分析 ，真是太神奇了！ 他在斯坦福大学获得了统计硕士学位和统计学博士学位，并且擅长交流和教授这门课程。 我喜欢他专注于业务应用程序以为公司创造价值的方法，同时也牢记在构建机器学习模型的过程中需要的最重要的概念和技术要求。

We learned how to build supervised machine learning models using Python and DataRobot and worked in a group project to detect credit card fraud for a bank. I thought the level of difficulty for this course was going to be very high but it turned out to be intermediate.

我们学习了如何使用Python和DataRobot构建有监督的机器学习模型，并参与了一个小组项目以检测银行的信用卡欺诈行为。 我认为这门课程的难度很高，但事实证明这是中等难度。

The elective that I took in Artificial Intelligence was related to the course in machine learning and the level of difficulty was higher and more technical. We started with an introduction to AI, learned how AI is put into practice in businesses, and how to assess its potential benefits. Object-oriented programming (OOP) in Python was covered in the course as well as some of the most common search algorithms, constraint satisfaction problems, and more about machine learning.

我参加人工智能的选修课程与机器学习课程有关，难度等级越来越高，技术也越来越高。 我们从介绍AI入手，了解了AI如何在企业中实践以及如何评估其潜在利益。 本课程涵盖了Python中的面向对象编程(OOP)以及一些最常见的搜索算法，约束满足问题以及有关机器学习的更多信息。

The other elective course that I chose, Supply Chain Analytics, was the continuation of Business Optimization. We solved more advanced problems for supply chain optimization, demand forecasting, operations scheduling, and safety stock analysis.

我选择的另一门选修课程， 供应链分析 ， 是业务优化的延续。 我们解决了供应链优化，需求预测，运营计划和安全库存分析等更高级的问题。

For the Business Simulation course, we built a simulation model to test different policies for boarding on a plane in AnyLogic, and for the course in Visualization and Network Theory, we worked on social network analysis using Gephi. From my perspective, I think the visualization course left much to be desired and can be improved. Hopefully, in the future, they don’t focus too much on social network analysis and start using more Tableau and Power BI to learn how to build dashboards and compelling visualization to tell a story using the right graphs.

对于业务仿真课程，我们构建了一个仿真模型来测试AnyLogic在飞机上登机的不同策略，对于可视化和网络理论课程，我们使用Gephi进行了社交网络分析。 从我的角度来看，我认为可视化课程还有很多需要改进并且可以改进的地方。 希望在将来，他们不会对社交网络分析过多关注，而是开始使用更多Tableau和Power BI来学习如何构建仪表板和引人注目的可视化以使用正确的图表讲述故事。

Additional resources

额外资源

Additionally, the university offers you free access to the DataCamp website which is a great place to learn more about data science and complement your studies. You can also take free e-learning courses to get certified in SAS Software and access the Financial Times newsletter.

此外，该大学还为您提供免费访问DataCamp网站的机会，这是一个学习更多有关数据科学并补充您的学习的好地方。 您还可以参加免费的在线学习课程，以在SAS软件中获得认证并访问《 金融时报》通讯。

If you want to do an exchange, you can do it in the second or third semester but the options (universities) are limited. For the second semester, you can study in Warwick, Bocconi, or Portugal, and in the third semester, you can go to the Netherlands, in Tilburg.

如果您想进行交换，可以在第二学期或第三学期进行，但是选择(大学)是有限的。 第二学期，您可以在沃里克，博科尼或葡萄牙学习，第三学期，您可以在蒂尔堡的荷兰学习。

2.专业机会 (2. Professional opportunities)

Industry Exposure

行业曝光

What I really liked about my university and considered an edge compared to other universities in Norway is its strong connection to the industry. Since the beginning of your studies, you have a lot of exposure to different companies in career fairs, workshops, and company events. As a member of the Master Merit Society, I had the opportunity to participate in workshops with Gjensidige, Equinor, Deloitte, among other companies, and get to know them more personally. Additionally, you can access the BI Career Portal to search for jobs in companies that are interested in a university student profile.

与挪威的其他大学相比，我真正喜欢我的大学并被认为具有优势的是它与行业的紧密联系。 自从您开始学习以来，您在职业展览会，研讨会和公司活动中经常接触不同的公司。 作为优秀大师协会的成员，我有幸参加了Gjensidige，Equinor，Deloitte等公司的研讨会，并更加亲身了解了他们。 此外，您可以访问BI Career门户以搜索对大学生资料感兴趣的公司中的职位。

Finally, I encourage you to be proactive and search for events happening near your area. In my first semester, I went to the Data Science Day at the University of Oslo (UiO), and it was a great experience! You get the chance to meet people that are interested in data science, listen to conferences of data scientists (in my case it was a data scientist of Facebook working in the US), and network with companies present in the event such as BCG Gamma and DNV GL just to name a few.

最后，我鼓励您积极主动，并搜索附近地区发生的事件。 在我的第一学期中，我参加了奥斯陆大学(UiO)的数据科学日活动，那真是太好了！ 您有机会结识对数据科学感兴趣的人，听数据科学家的会议(在我的情况下，这是在美国工作的Facebook数据科学家)，并与参加活动的公司(例如BCG Gamma和DNV GL仅举几例。

My experience as a data analyst intern at Rystad Energy

我在Rystad Energy担任数据分析师实习生的经验

As I mentioned before, in the third semester of the masters you have three options to choose: do an internship, a consulting project with a selected company, or collaborate with a teacher as a research assistant. I had the opportunity to do an internship as a data analyst for 10 weeks at Rystad Energy. They are one of the leading energy consulting and business intelligence data firms offering global databases, strategy advisory, and research products for oil service companies, investors, and governments.

正如我之前提到的，在硕士课程的第三学期中，您可以选择三个选项：实习，与选定公司进行咨询项目或与老师合作作为研究助理。 我有机会在Rystad Energy进行了为期10周的数据分析师实习。 它们是领先的能源咨询和商业情报数据公司之一，为石油服务公司，投资者和政府提供全球数据库，战略咨询和研究产品。

During this internship, I was involved in two main projects.

在这次实习期间，我参与了两个主要项目 。

In the first project, I conduct a geospatial analysis in Python using geographic coordinates and specific identifiers of oil wells in Argentina to improve data modeling accuracy and create visualizations using Tableau.

在第一个项目中，我使用Python在阿根廷的油井的地理坐标和特定标识符进行地理空间分析，以提高数据建模的准确性并使用Tableau创建可视化效果。

In the second project, I gathered, cleaned, and synthesized data coming from multiple sources to benchmark the biggest oil companies in the upstream sector based on their CO2 emissions generated per barrel.

在第二个项目中，我收集，清理和综合了来自多个来源的数据，以根据每桶产生的CO2排放为基准，对上游部门中最大的石油公司进行基准测试。

The experience was very rewarding and important for me to acknowledge the challenges of not finding the data as complete and clean as you would like to. I learned how to collaborate in an international office environment, how important it is to keep constant communication with your team and how your work can have an impact on the decisions that other companies take based on your analysis.

这次经历非常有益，对我来说很重要，我要认识到无法找到所需的完整而干净的数据所带来的挑战。 我了解了如何在国际办公环境中进行协作，与团队保持持续沟通的重要性，以及您的工作如何对其他公司根据您的分析做出的决策产生影响。

My experience as an advanced analytics junior consultant at SAS Software

我在SAS Software担任高级分析初级顾问的经验

A few weeks ago, I started this new journey in my professional career that I’m very happy to be a part of. I joined SAS Institute in Norway to work in a consulting project with one of their clients in the telecommunications industry to help them leverage the value of their data by implementing advanced analytics to improve their marketing decisions.

几周前，我开始了自己职业生涯的新旅程，我很高兴能加入其中。 我加入了挪威的SAS Institute，与一个电信行业的客户一起从事咨询项目，以帮助他们通过实施高级分析来改善其营销决策，从而充分利用其数据的价值。

My team and I are currently working on optimizing customer journeys with the help of machine learning algorithms. The idea is to personalize digital customer experiences on their website based on different segmentations, channels, and trigger events using SAS Customer Intelligence 360.

我和我的团队目前正在借助机器学习算法来优化客户旅程。 该想法是使用SAS Customer Intelligence 360​​根据不同的细分，渠道和触发事件来个性化其网站上的数字客户体验。

So far, we are experimenting with A/B testing and attribution analysis. In the beginning, it’s been a little bit challenging to keep the pace and learn how to use the Solution proficiently while having many meetings with different stakeholders and deliver progress to my supervisor; but I’m confident that with dedication and teamwork this project will create value to the client.

到目前为止，我们正在尝试A / B测试和归因分析。 刚开始时，保持步伐并学习如何熟练地使用解决方案，同时与不同的利益相关者举行许多会议，并向我的主管交付进度，这有点挑战。 但是我有信心，通过奉献和团队合作，该项目将为客户创造价值。

In the near future, I will write a blog about the challenges, results, and skills developed during this project ????????.

在不久的将来，我将写一个博客介绍该项目过程中所面临的挑战，结果和技能。

3.课外活动和爱好 (3. Extracurricular activities and hobbies)

Another crucial aspect for me during my studies is to get involved in different extracurricular activities and exercise constantly to stay healthy, strong, and focused.

对我来说，学习期间的另一个关键方面是参与各种课外活动，并不断锻炼以保持健康，强壮和专注。

The student union at the university offers a wide variety of societies and organizations that you can be a part of. Usually, at the beginning of each semester, they organized the Recruitment Day where all the student organizations are present to share their activities and events.

大学的学生会提供各种社团和组织，您可以参与其中。 通常，在每个学期开始时，他们组织了“招聘日”，所有学生组织都出席了此次活动，以分享他们的活动和事件。

In the first semester of the master’s, I decided to join the BI Sailing Team and BISO Invest — Capital Management as a risk analyst. I loved both experiences and it helped me to meet more people from other master programs and experience incredible opportunities like navigating in the Norwegian fjords ????.

在硕士课程的第一学期，我决定加入BI Sailing团队和BISO Invest-Capital Management，担任风险分析师。 我很喜欢这两种经历，它帮助我结识了更多来自其他硕士课程的人，并体验了令人难以置信的机会，例如在挪威峡湾中vig游。

4.我的新家-住在挪威奥斯陆 (4. My new home — living in Oslo, Norway)

Oslo is a very relaxed and enjoyable city to live where you can experience a lot of nature with beautiful people and high prices ????. In general, Norwegians have a high quality of life, compared to other countries and take things with calmness and without stress.

奥斯陆是一个非常轻松宜人的城市，您可以在这里与美丽的人和高昂的价格体验许多自然美景。 总的来说，与其他国家相比，挪威人的生活质量较高，并且在平静和无压力的情况下工作。

Before moving to Oslo, I was living in Mexico City so for me Oslo was little at the beginning. I remembered that in the first week I saw most of the city, but there’s a lot of hikes and beautiful places that you will discover over time.

在搬到奥斯陆之前，我住在墨西哥城，所以对我而言，奥斯陆刚起步的时候很少。 我记得在第一周我看到了这座城市的大部分地区，但是随着时间的推移，您会发​​现很多远足和美丽的地方。

Norwegians are very nice and are always willing to help you. Most of the population speaks English perfectly, and they love to be outside in the woods, hiking and relaxing in their cabins with friends and family. I think they are shy at the beginning, but then when you get to know them a little bit more, they will open and be very friendly (especially if you give them some alcohol ????). I have many Norwegian friends, but I think it’s more difficult to be very close to them especially if you don’t speak Norwegian.

挪威人非常友善，并乐意为您提供帮助。 大多数人的英语说得很完美，他们喜欢在树林里到户外玩，和朋友和家人一起在小屋里远足和放松。 我认为它们一开始很害羞，但是当您对它们有所了解时，它们就会打开并且非常友好(尤其是如果您给他们一些酒的话，????)。 我有很多挪威朋友，但我认为与他们保持亲密关系尤其困难，特别是如果您不会讲挪威语。

The public transport is efficient, the city is very safe and the forest or the beach are just 10 minutes away. Depending on the season you can practice different activities, like going cross-country skiing in the winter or hike and camp in summer.

公共交通高效，城市非常安全，森林或海滩距离酒店仅10分钟路程。 根据季节的不同，您可以进行不同的活动，例如冬天去越野滑雪或夏天去远足和露营。

Down here, you will see a list of my approximate monthly living expenses. This is an “approximate” because there were some months where I traveled, went out a little bit more, or bought additional things that are not included in this budget. I know some people that live with 8,000 NOK a month (a very limited budget) and other friends that spend much more than that, but I think on average students tend to spend between 9 to 12,000 NOK each month.

在这里，您会看到我大约每月生活费的清单。 这是“大约”的费用，因为我花了几个月的时间去旅行，出门多一点或购买了其他未包含在此预算中的东西。 我知道有些人每月的生活费为8,000挪威克朗(预算非常有限)，而另一些朋友的支出却远远超过这一水平，但我认为学生平均每月倾向于花费9到12,000挪威克朗。

I’m very grateful to have received the BI Presidential Scholarship that covers 100% of the tuition fees and additionally I received a grant each semester to pay for my living expenses.

我很高兴获得BI总统奖学金，其中涵盖了100％的学费，此外，我每学期都获得一笔赠款来支付我的生活费。

Normally, I tend to spend more money than the amount that I receive from the university, but with the salary from the internship and a little bit of extra help from my parents at the beginning, then I was able to pay for my living expenses for the whole master.

通常，我倾向于花比我从大学获得的更多的钱，但是由于实习的薪水和刚开始时父母的一点额外帮助，我才有能力支付我的生活费。整个大师。

I think the economic factor is an important aspect to consider because Norway is a very expensive country to live, so if you don’t have a scholarship or the ability to pay for the tuition and living expenses without compromising your wallet, I think it’s too risky. Of course, studying a master’s abroad is a wonderful experience, and you learn a lot from it but nowadays there’s a lot of resources online that might be a better option for you (but that’s another topic to discuss).

我认为经济因素是需要考虑的重要方面，因为挪威是一个生活成本很高的国家，因此，如果您没有奖学金或支付学费和生活费的能力而又不损害钱包，那么我认为也是有风险。 当然，在国外学习硕士学位是一个绝妙的经历，您可以从中学到很多东西，但是如今在线上有很多资源对于您来说可能是一个更好的选择(但这是另一个要讨论的话题)。

Norway has been a great place to live but at the same time, I really miss my family and friends from Mexico, its perfect weather, delicious food, excellent parties, and warm people that maybe in Norway is more difficult to find. My philosophy is that you need to enjoy and appreciate the good things that you have in the present and take advantage of the opportunities and experiences that you are living at that moment.

挪威一直是一个生活的好地方，但是与此同时，我真的很想念我的家人和墨西哥的朋友，这里气候宜人，美食可口，聚会很热情，人们在挪威比较难找。 我的理念是，您需要享受和欣赏当下拥有的美好事物，并利用当下所生活的机会和经验。

5.最后的想法 (5. Final thoughts)

Studying a masters in business analytics has been an incredible experience, not only from the academic and professional aspect but also to meet people from all around the world, experience a new culture, traditions and to explore the Norwegian nature.

学习商务分析硕士学位是一个令人难以置信的经历，不仅是从学术和专业方面，而且是结识来自世界各地的人们，体验新的文化，传统并探索挪威的本质。

If you have the possibility to study your masters abroad, I really encourage you to do it! It will help you to grow in all aspects of your life and you will have a lot of fun during the journey (with long hours in the library ????).

如果您有可能出国学习硕士，我真的鼓励您这样做！ 它将帮助您在生活的各个方面发展，并且在旅途中(在图书馆????中花费很长时间)您会获得很多乐趣。

Thanks to this opportunity, I was able to start a career in data science and worked in different companies in an international environment with very smart and experienced people that help me to learn and grow professionally.

有了这个机会，我得以开始从事数据科学事业，并在国际环境中与多家公司合作，他们拥有非常聪明和经验丰富的人员，可以帮助我学习和发展专业。

Please, feel free to connect and write to me on Linkedin if you have any questions associated with the master’s, my experience in Norway, or topics related to data science. I hope my testimony was useful to gain a better understanding of the masters and motivate you to consider a career in data science.

如果您有关于硕士，我在挪威的经历或与数据科学相关的主题有任何疑问，请随时在Linkedin上与我联系并给我写信。 我希望我的证词有助于加深对硕士的理解，并激发您考虑从事数据科学职业。

Finally, I would like to thank you for reading my testimony and I wish you the best of luck in your professional and personal career! ????

最后，我要感谢您阅读我的证词，并祝您在职业和个人职业生涯中一切顺利！ ????