Data set Classification via Neural Networks

Q1 Iris Datasets Classification via Neural Networks
Classify the IRIS data set via Artificial Neural Networks ANN
https://www.kaggle.com/azzion/iris-data-set-classification-using-neural-network/data
a.Compute the Confusion Matrix and Accuracy for the ANN
b.Compare the performance with a Naïve Bayes Classifier
Q2 Go through the Google Machine Learning Crash Course (free)
https://developers.google.com/machine-learning/crash-course
And write a paper describing the following exercises:
a.Explain the stochastic gradient descent algorithm for reducing loss
https://developers.google.com/machine-learning/crash-course/reducing-loss/gradient-descent
b.With the playground exercise explain the relationship between learning rate and convergence
https://developers.google.com/machine-learning/crash-course/reducing-loss/playground-exercise
c.Explain the anatomy of a neural network in your paper
https://developers.google.com/machine-learning/crash-course/introduction-to-neural-networks/anatomy
d.Review playground exercises on neural networks and explain in your paper
https://developers.google.com/machine-learning/crash-course/introduction-to-neural-networks/playground-exercises
Review the course in your paper and explain how it helps in understanding what neural networks are

From a more noteworthy perspective, all occasions that have occurred in history are impacts of earlier occasions. This persuades everything is concrete and unalterable in past, present or future. Determinism is an expansive and radical thought that influences gushing convictions, for example, profound quality, science and religion.

Contemporary researchers have assumed the general issue of human opportunity by connecting determinism and hereditary qualities through hereditary determinism. This idea joins determinism straightforwardly to DNA and the quality articulation of a human. Quality determinism is upheld by the possibility that on account of incidents with specific qualities it can prompt physical and mental modifications which implies that we are truly dictated by our qualities. Notwithstanding, this is the place hereditary determinists need to develop this thought and reason that since we are genuinely dictated by qualities our conduct should likewise be controlled by qualities. This thought our conduct is controlled by our hereditary cosmetics appears to be excessively radical and leaves no room opportunity since we are hereditarily foreordained making us casualties to our hereditary cosmetics.

Since science has the capacity to modify hereditary qualities then that implies they have the ability to change our physical conclusions just as our conduct judgments. This information on qualities implies we can change ourselves and eventually adjust our conduct which will modify our ethical quality. In spite of the fact that, on the off chance that assurance is valid, at that point human profound quality is just a deception since everything that happens would be viewed as a need. In the event that all events are set in time normally without aggravations, at that point there would be no space for unethical behavior since ethical quality would not exist.

91.

On the off chance that we are foreordained to kill, at that point it would be viewed as ordinary since it was adjusted for us hereditarily and additionally through our fated conduct. This is the place assurance is defective on the grounds that it bars all thought of opportunity or decision. Nobody hereditarily needs to kill similarly as nobody hereditarily needs to be killed. As per a determinists it would be foreordained you would be a homicide. Be that as it may, this can’t be genuine in light of the fact that generally we have moral gauges so along these lines ethical quality can’t be a figment which disposes of the hypothesis of hereditary assurance and assurance all in all.

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The morals of human upgrade and body change

I feel that the innovative advancement we see today, is generally changing our general public into something we will discover hard to comprehend in less than 10 years.

In the early existences of human presence, we created by development and later by figuring out how to utilize and deliver devices with the reason to make our lives simpler. People have consistently seeked to improve their life.

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