Discover and read the best of Twitter Threads about #transformations

Most recents (6)

Day 11 of #100dayswithMachineLearning

Topic : Tensor in Machine Learning

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A tensor is a container which can house data in N #dimensions. Often and erroneously used interchangeably with the matrix (which is specifically a 2-dimensional #tensor), tensors are generalizations of #matrices to N-dimensional space

Tensor notation is much like matrix notation
Tensors are more than simply a data container, however. Aside from holding numeric #data, tensors also include descriptions of the valid linear #transformations between tensors. Examples - include the cross product and the dot product.

Blog Link - kdnuggets.com/2018/05/wtf-te…
Read 5 tweets
"It’s mediaschmerz—a sadness about the news cycle and news media, which is distinct from the experience of our everyday life. I’m not sure if I think this is good or bad. It simply is. Individual hope and national despair are not contradictions." @DKThomp greeneracresvaluenetwork.wordpress.com/2022/06/02/dai…
Read 13 tweets
SOOOO many good papers giving knowledge about #Sustainability #Transformations in the last week+. Here are some highlights: We are talking POWER in governance and science today. 🧵 1/14
First up, @mmbuchs gives an excellent comparison of universal basic income and universal basic services according to their compatibility with planetary boundaries; needs satisfaction; fair distribution; & democratic governance. 2/14 sciencedirect.com/science/articl…
Milena concludes with “The sustainable welfare performance of both UBI and UBS is likely to be shaped by institutional contexts within which they operate”. Governance and decision-making processes are fundamental in transformations. 3/14
Read 14 tweets
Can we build close, sustainable connections btw ‘humans’ & ‘nature’ when our basic concepts are based on their separation?

In this paper @JamilaHaider @SStlhammar @StephenWoroniec & I show how relational thinking is changing #sustainability science: bit.ly/2Jw3VoV

1/ Image
Systems theorist Donella Meadows suggests that challenging dominant concepts + paradigms is one of the most powerful systemic #leveragepoints towards sustainability.

This extends even - perhaps especially - to the concepts we use in sustainability research

2/
The use of #systemsthinking in sustainability science to highlight the connections between humans and nature has been revolutionary + hugely useful.

But it still often requires us to identify separate 'human' and 'natural' entities before linking them back together

3/
Read 14 tweets
Positive #transformations are always great to see as an end product. The journey to a transformation however is almost always hidden. On the first day of #phd #gradschool in @umasschemengg, I introduced myself by saying....contd.

@AcademicChatter
....I came to the US for the ‘#science’ and ‘#fitness’ industry that is known to be the best in the world. Everyone got a good laugh 😂 out of it. However, I wasn’t kidding at all 😈! I always had this vision of a scientist 👨🏾‍🔬who is also ripped to the core physically 💪🏾.
In that pursuit, I reached my best physique towards the end of year 2 of my #PhD when I also got #married 👩🏻‍🤝‍👨🏽 to @priyankaitkar9. I was still not quite there with the #science. Today, 4 years later, I am successfully @PhDone2020 and getting close to the best shape of my life!
Read 7 tweets
Will the Sustainable Development Goals be hampered by sectoral approaches, or is radical transformation possible?

TODAY (28/3) @IanScoones lecture: #SDGs - A New Politics of Transformation? 17.00 GMT @IDS_UK
TICKETS: eventbrite.co.uk/e/the-sdgs-a-n…
LIVESTREAM: facebook.com/idsuk/ Image
Blog series on #transformations to sustainability, exploring the balance between 'control' and 'care' oriented approaches in knowledge, technology, political economy and history: steps-centre.org/blog/care-or-c…
PAPER: Transformations to Sustainability - exploring theories of change & practical examples of transformation from @ISC research in Mexico, India and Argentina with @StepsLatina, @IndiaSTS @lancis_unam @sthlmresilience @ASH_Excellence @ASUgreen steps-centre.org/publication/tr… Image
Read 3 tweets

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