Digital, digital and digital

デジタルについてトッププロファーム勤務の藤谷が書き綴ります。

Statistics and Data Science from MIT に向けた準備

MITの話題のコースのもうすぐ始まります。ぼくは既に申し込んでいます。

 
 
Statistics and Data Science from MIT
 
改めてですが、やはり今回気合い入ってるなと思わざるを得ないのは、Micromasterのcertificationに対して、以下のような扱いをすると言っている点です。MOOCSでMITやStanfordのCeritificationを取ることの価値が上がっていきそうな予感がビシビシします。
 
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Take Your Credential To The Next Level 
Learners who successfully complete this
MITx MicroMasters credential have the opportunity to apply to the MIT Doctoral Program in Social and Engineering Systems (SES) offered through the MIT Institute for Data, Systems, and Society (IDSS). Learners can use their MicroMasters credential to demonstrate their preparation in Statistics and Data Science fundamentals to the SES Admissions Committee. Learners admitted to SES can expect that their MITx MicroMasters coursework will be recognized with credit for corresponding SES core classes, and for satisfying the SES Information, Systems, and Decision Science requirements. More information on the MIT SES Doctoral Program can be found here.
In addition, learners who successfully earn the MITx MicroMasters credential in Statistics and Data Science are now eligible to earn credit at a number of universities across the globe to fast track their pursuit of a full Master’s degree. Below is a list of these universities and information on the amount of credit offered.
Other Universities
Rochester Institute of Technology (USA) – Master of Science in Professional Studies 
The Master of Science in Professional Studies allows learners the opportunity to draw on courses offered across RIT graduate programs. Learners who hold the MITx MicroMasters credential in Statistics and Data Science may apply any time during the year and upon acceptance, will be awarded 12 credit hours of the 33 required for the degree.
Doane University (USA) – Master’s Degree in Business Administration (MBA) 
Upon acceptance into Doane's MBA program, the Statistics and Data Science MicroMasters will satisfy the emphasis area and the learners will only need to take 21 credit hours to complete their Master of Business Administration degree.
Curtin University (Australia) – Master of Predictive Analytics (Finance and Investment Analytics stream) 
Curtin Business School provides a pathway for credential holders of the MITx MicroMasters in Statistics and Data Science to their Master of Predictive Analytics (Finance and Investment Analytics stream). If a learner applies for admission to the Master of Predictive Analytics (Finance and Investment Analytics stream) at Curtin University, and is accepted, the MicroMasters credential will count towards 25% of the coursework required for graduation.
Deakin University (Australia) 
Deakin offers MITx MicroMasters credential holders four units’ credit towards the completion of these online Master’s degree programs: 
Master of Business Analytics (Online) 
Master of Health Economics (Online) 
Master of Information Systems (Online) 
Master of Public Health (Online) 
Master of Data Analytics (Online) 
Master of Cyber Security Professional (Online) 
Master of Nutrition and Population Health (On campus)
In addition, a third of the credits will be offered towards the online Master of Information Technology.
For MITx MicroMasters credential holders who also hold a bachelor’s degree in the same or a related field, Deakin offers two units’ credit towards the completion of the online Master of Human Nutrition. For graduates who do not hold a bachelor’s degree in the same or a related field, the MITx MicroMasters program in Statistics and Data Science will be an entry pathway to the Master of Human Nutrition. (Normally applicants without a bachelor’s degree in the same or a related field are required to complete a Graduate Certificate of Human Nutrition as the entry criterion.)
Galileo University (Guatamala) – Master’s Program in Data Science 
Galileo University will offer the credential holders of the MITx MicroMasters in Statistics and Data Science the possibility of earning an equivalent of one year of the total graduate credits towards the completion of the Master’s degree in Data Science.
Reykjavík University (Iceland) 
Reykjavík University School of Computer Science offers the credential holders of the MITx MicroMasters in Statistics and Data Science the possibility of earning 30 ECTS credits of the total graduate credits towards the completion of the Master's in Computer Science
Reykjavík University School of Business offers the credential holders of the MITx MicroMasters in Statistics and Data Science the possibility of earning 26 ECTS credits of the total graduate credits towards the completion of the following Master’s programs: 
Master of Business Management 
Master of Science (MSc) in Business Management 
Master of Information Management 
Master of Science (MSc) in Information Management
RMIT University (Australia) – Master of Data Science 
RMIT University will grant academic credit towards a Master of Data Science for learners who successfully earn a MITx MicroMasters credential in the MITx MicroMasters program in Statistics and Data Science.
(引用終わり)
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今年の初めの頃に受けたIoTのコースの難易度がそれなりだったので、激務の中1年間走りきれるか今から気合いを入れている次第です。
 
過去記事
Internet of Things Roadmap to a Connected World from MIT のCertificationを取得しました
https://touya-fujitani.blogspot.com/2018/08/internet-of-things-roadmap-to-connected.html

こういう訳で、最近統計とCSの基本書ばかり読んでいます。ほんと思いますけど、「頼りになるのは、完璧に身についた良質な基礎力」ですね。改めて、「保守的な教科書の内容を完璧にすることの重要性」を認識している次第です。

    1. 統計学入門 (基礎統計学Ⅰ) 東京大学出版会
      https://amzn.to/2PEMyjY
    2. キーポイント 確率・統計
      https://amzn.to/2P5pk5s
    3. キーポイント 線形代数
      https://amzn.to/2oc3IZK
    4. 入門Python3
      https://amzn.to/2odGjHn
    5. Python チュートリアル
      https://amzn.to/2P30HGP
    6. Pythonによるデータ分析入門 ―NumPy、pandasを使ったデータ処理
      https://amzn.to/2wqDSVS
    7. Pythonデータサイエンスハンドブック ―Jupyter、NumPy、pandas、Matplotlib、scikit-learnを使ったデータ分析、機械学習
      https://amzn.to/2P5pCJA
 

しかし今の激務の中、1年間走りきるというのは中々大変なので、所属ファームの協力も得られる様にしていかないといけません。かつ素敵女子の御機嫌も損ねない様にするとなると相当なプロジェクトになってきました。