Category: treinamentos

MIT’s BigData with Alex Sandy Pentland and Erik Brynjolfsson

BigData4Dx from MIT Sloan (Massachusetts Institute of Technology) was different experience of learning, my first outstanding experience with virtual learning environments. MIT did a setup of both physical and virtual places where more than 60 people was learning together in real time. Was amazing be part of this experience, the first of this kind according to MIT.

The content is bright and experience from the faculty was astonishing. The multicultural  virtual environment was definitely a key differentiator, the concepts and practices of bigdata emerges with twists from each member and build a unique learn experience.

Have a chance to learn from the best researchers in the world like Alex ‘Sandy’ Pentland and Erik Brynjolfsson from MIT Media Lab is priceless and thankful.

Virtual Environment from MIT BigData4DX
Virtual Environment from MIT BigData4DX

I will start this review with a lyric from TRON movie that bring a different approach of how we see data, and I use to abstract Big Data as a mentality to see world from a different prism of thoughts.

“I tried to picture clusters of information
As they moved through the computer
What do they look like?
Ships, motorcycles

With the circuits like freeways
I kept dreaming of a world
I thought I’d never see

And then, one day
I got in”

TRON Movie SoundTrack

Preparation for the BigData
Professor Alex Pentland recommended some materials to read prior to the course which includes some very interesting and open minded articles from HBR and other sources. If you would like to see the references, drop me a message and I will send you the links.

After I read the articles I decide to search more about the work from the faculties. Then I figured out that Prof. Sandy has more than 60 thousand citations from google scholar, the top 10 papers with more than 100 reference for each one, do you know what it means? It means that Prof. Pentland is one of the top researchers in the world.

In my opinion one of the most interesting research is related to social physics where MIT Media Lab study the honest signals from people within organizations and groups, one of the conclusions of this study is that:

35% of the variation in the team’s performance can be accounted for a face-to-face exchanges among team members.

Is it interesting? I think so! So data science proving some thoughts that previously was exprimentations only. As I mention Prof. Pertland has several research lines and produces a lot of science material. Go find yourself more about it, talk to me(@GorskiRafael) if you like.

The two days course, Immersion on BigData real world

Video Stream from MIT Class
Video Stream from MIT Class

Most of people think about bigdata as a tech stuff and its main contributors are Google and Twitter for instance. In this MIT’s course I learned a complete new world which is in front our eyes and we didn’t realize the potential of it. Bigdata for me is about new possibilities to help people.

Every human-been leaves honest signals( or footprints) as Prof. Sandy mention, all this signals are stored in different places like phones, ATMs, cars, credit cards, computers, yours and friends social accounts.

When scientists, more specifically data scientists, starts to combine these signals and figure out patterns some conclusions like this one arrises:

Social Couples tend to spend more money.

Then you think, ok, its quite obvious. but stop and think it is not a though only it is data proven it a very intimacy social behavior!

Security and Privacy was a highest demanding points from all people, well Prof. Pertland is one of the representant of this subject on World Economic Forum, so his speech about it deliverer proper value to this multicultural audience. We saw the different points of view from US and UE and how it has been conducted and future actions.

Person’s data would be equivalent to their money

Opt-in and Opt-Out is convention when we talk about use of people data inside your applications, and this information belongs to this agreement and cannot be transferred to other third-party company. Conversations regarding anonymize the information dominated a interesting part of the discussions.

When you aggregate any information and remove the identifies, is it enough to anonymize it? What you think?

In resume it is not enough you need extra things and a good framework to guaranty people’s rights.

So many other things and deep discussions was conducted, so what I think about?

Conclusion and Evaluation

The course was a breakthrough experience and I high recommend it! The content is based on state-of-art of bigdata and social sciences, it is not a technical course about math or statistics but it is related to objectives of bigdata and data management in a broad vision.

Course in general was well structured and supported by MIT staff. I completed the course with minimal point of improvement for MIT staff, which not compromise the progress of the course.

Some points of attention, if you like to participate:

Read the pre-readings material from MIT to be aware of the transitions inside the speeches, as you see here the faculty has plenty of information to share, sometimes make a caos in your mind. :)

Set your expectations, and tracked to increase your ROI.

Ask Questions, be prepared to think new and out-of-box.

References Used:

Retrospectivas Ágeis Agile Brazil 2013

O workshop de retrospectivas ágeis com Paulo Caroli e TC Caetano foi uma imersão prática que mostrou o real propósito desta atividade, que é essencial em projetos. Quem tiver a oportunidade de participar não irá se arrepender.

A seguir coloco meu ponto de vista sobre retrospectivas e um pouco do que aprendi no workshop.

Seja ágil no seu dia a dia

Utilizo o e o sempre como referência sobre retrospectivas e facilitação ágil. Você encontra dentro do blog o dia a dia do Caroli e do TC usando facilitação como pedra fundamental nos projetos. Um blog super prático, um handbook.

Retrospectivas é prática

Saber facilitar uma retrospectivas necessita de preparação, mas isto não significa fazer uma apresentação com slides.

O importante é: focar nas pessoas! e escutar! O kit de retrospectivas ágeis do Caroli/TC pode te ajudar a planejar as retrospectivas. Este kit é extenso e conta com mais de 33 atividades diferentes, divididas por tipos como energizer; norming; data gathering.

Workshop Agile Retrospectives Paulo Caroli and TC Caetano


Sugiro que você escolha uma atividade aqui e “rode” com seu time. experimente sempre.

Lembre-se da preparação que é muito importante!!! Retrospectivas sem propósito é desperdício. Uma leitura legal sobre desperdício é o livro REWORK!

Como eu Gorski faço minhas retrospectivas?

Nos times que facilito pela primeira vez retrospectivas eu utilizo a seguinte agenda:

  1. Prime Directive ,  Um ponto muito importante aqui! A directiva primaria contextualiza a atividade e deixa as pessoas mais vontade. Leia esta directiva em voz alta para todos, no inicio da reunião.
  2. ZIP ZAP ZOOM, este é para acordar o pessoal! :) muito bom este energizer!!! segue a foto do Caroli rodando ela no palco do Agile Brazil 2013 em Brasilia:Icebreaker - ZipZapZoom Agile Brasil 2013
  3. Open the box , Esta parte é onde o time mostra o propósito da retro. Acho esta atividade muito completa para times iniciantes.
  4. Feedback e ROI , para finalizar. Entenda se o pessoal gostou ou não da atividade.

Conclusão,  Opinião e Recomendação:

Workshop de Retrospectivas (Kit de retrospectivas ágeis) do Paulo Caroli e do TC Caetano é extremamente recomendado. Isto mesmo que você já tenha experiência prévia com metodologias ágeis(Scrum, XP, SAFe, ScrumXP, Lean Software Development).

Aprendi muito sobre “foco em pessoas no lugar de processos e ferramentas” , e assim vou desvendando como interpretar o manifesto ágil.

Quer participar? O proximo é em dezembro no BA Brazil:

Caso queira aprender mais um livro que já li e recomendo é o The Retrospective HandBook do Patrick Kua (kindle).

No seguinte link tem as outras fotos do evento:

Gostou? De sua opinião! Escrevi também sobre o curso de CSM Certified Scrum Master da K21.