Since #reasoning is important for gaining a certain level of #knowledge in almost everything then #statistics is one of the topics that shall be taught in all schools and all levels.😂

The #development of #machinelearning, #AI, and #blockchain are all as important, but nothing can ensure their #implementations if #students don't know statistics. At the base of data collection, interpretation, and decision-making we have the statistics. #learn #statistics

As any #measurementsystem uses #statistics, #population #types, etc. #immigration can very well #predict the results before doing any #experimentation on its real population. #populationmix

Yet, some #culturesgenerateerrors and learning #statistics will help students to differentiate #errors from #bias. How #errors are generated by #governments?

#Wars exist today due to #wrong politics. We all know that there are #differences #between #populations #statistics

As #statistics and #math are using the #comparison method to solve the #equations of those who are #true #independent, why do we continue to promote #nonvalue in #education?

#statistics requires a step-by-step approach when learning it therefore students can not reach advanced knowledge in #designing #experiments unless they understood well the lower levels. The issues occur when we have #politicians who #design for us the different #scenarios that are all either leading to more corruption or more wars.

In #statistics, we use #functions to #normalize data while in real life #poor, #unhealthy, etc. people can only be #normalized when they have all the #support they need. Have we all forgotten the #history of poverty and its consequences?

Some programs/courses teach advanced statistics levels to students who don't have the basic knowledge as many either can't or do not know how to learn independently- #demotivator factors #governmenteducationpolicies. It is mandatory to learn #math and #statistics in a world that requires a #cleanenvironment with a #democratic view of the #qualityoflife. #eliminatepoverty

Any #kind of analysis performed in any #type of environment requires #criticalthinking, data collection, and interpretation, #communication, etc., therefore, an adequate level of knowledge in #statistics and #math. It still appears that these types of knowledge continue to be disregarded everywhere including in #education.

#statistics is not the type of topic that can be picked up at a high level by those without prior knowledge, experience, and practices. Expecting students to pick up and learn when there is no prior knowledge simply means that we de-motivate our #learners.

#machinelearning and #statistics are tightly connected, therefore, those who learn the stats😂will have a chance to also understand ML😀

I see that those #students who will learn #statistics, #predictive #analytics, #machinelearning will be able to solve the many challenges that exist now in all areas as #healthcare, #education, #environment, #politics, #manufacturing etc. #data

Everyone knows that the #larger the #population, the more #normal its #behavior will become. While #traditional #statistics has already set-up the bases, why #Machinelearning seems to be still considered a mistery?

those who #failed to create the #social and #inclusive #societies are responsible for the entire failure that the next #generations will have to carry on- very few understand how large these difference are between and among the populations since #statistics do not have a way of knowing #AIsocialtransformation

There is more evidence than ever before between the large differences and gaps that continue to exist between immigrants vs non-immigrants #hypothesis #statistics #consciouness

#Natural #statistics implies that a person understands those variations that happen due to #common #causes. The challenge is rather to know without prejudice the #nature and its #laws first.

Most interesting when teaching #students about #statistics, who have never learned about #data, is to #demonstrate the limits of the #limitedintervals. Their questioning belong to the #domain of #separation and #identification. What are the #principles of #decisionmakers regarding #intervals?

Statistics makes the link between Arts and Sciences, therefore, Managers, Directors, CEO's "decision makers" need to have the knowledge in order to know where, when, how interventions become meaningful to their directly linked people and stakeholders..yet if Art is not understood, how then Science can be understood when disciplines are connected? #art #statistics #science #math #humans #philosophy

The contemporary neural information theory states that neurons follow a Gaussian distribution and depends on the central limit theorem with T (time) so in other words our neurons use also #statistics therefore it would be wise to know how the brain works by learning about the topic #brainstatistics #neuronstatistics