ML - The way the world works - analyzing how things work

X=r cos (theta) and y=r sin(theta) for the circle and means squared loss function

Data warehousing is becoming more manageable using python because of metadata access to the database schema

Deep learning is about designing your network to find correlation between large numbers of features

Importing csv data into pandas and slicing data from the data frame

You need pandas knowledge to transform data in data frames that can be consume by machine learning classifiers

I talk about parameter timing and valuation . I recommend data camp

Insights of what will happen next

A complex adaptive system is formally defined as a system of independent agents that can act in parallel, develop models as to how things work in the environment, and refine those models through learning and adaptation.

Information technology is becoming cheaper and more standardized, as its power and capabilities begin to outstrip most companies needs, the advantage it once provided dissipating, and its great transformational power fading. IT will become ordinary and lose its strategic importance as a differentiator of companies, if it is to fulfill it potentia

Comma 2 self driving is amazing and cost effective