The machine learning system and the child interests
There is one important aspect that is not so discussed when studying machine learning.
The resources tend to focus too much on the algorithms, but they do not exist, in some sense, in isolation.
For someone that look for a position to work with machine learning, this can be something really relevant.
If you just learn machine learning algorithms, you can not go further in terms of sustainable practice and real usage of the machine learning work.
Truly important to understand the big picture and to really dedicate yourself to learn the complete scheme for a machine learning perspective in which you can work with research or engineering.
I advanced in the The Advanced Montessori Method reading, in which the presentation of the selected texts was concluded and Montessori stated that they were not enough. The child develops love for reading. Then, Montessori introduced other texts, that, initially, she thought the children would not have interest.
So great that this reading capacity and interest gives a great foundation for the child to develop other studies and understand complex messages. In the book, Montessori cites a historian book and how the child pay attention and demonstrate interest about specific subjects.
Thinking about the algorithm, what is the algorithm for such a special and strong learning that child demonstrates? But, in the same line regarding machine learning, there is a complete system. Machine learning research concentrates too much on algorithms when it comes to pursuing progress in the field for improve learning.