We can work on Tensorflow and XGBoost

Write a paper on analyzing the MNIST data set with XGBoost, Keras and Tensorflw

Section 1 introduction to the MNIST dataset

http://yann.lecun.com/exdb/mnist/

https://en.wikipedia.org/wiki/MNIST_database

Section 2 Apply XGBoost to the MNIST dataset

https://www.kaggle.com/idv2005/simple-xgboost-for-mnist

Section 3 Apply Keras & Tensorflow to the MNIST dataset

https://www.kaggle.com/ritupande/self-tutorial-deep-learning-using-keras/data

https://colab.research.google.com/drive/1iTGGKIfxRRrhWpQQUqHdfVMrfqkdE0un

https://colab.research.google.com/github/tensorflow/tpu/blob/master/tools/colab/keras_mnist_tpu.ipynb

End the paper with conclusions

Sample Solution

73. This page of the article has 948 words. Download the full form above. Christian Anthony Goldsmith Meares Introduction: Definition of Prog Dynamic Rock was brought into the world off the rear of the counter culture development of the 1960’s � if not to some degree incidentally, the counter culture of the 60’s made its own counter � counter culture with artists who were increasingly focussed on making music which required progressively included tuning in. Dynamic stone (some of the time alluded to as “Workmanship Rock”, albeit ordinarily known by its shorter name “Prog”) is awesome music stylised by a more elevated level of multifaceted nature � Vaporwave is a melodic subgenre and culture that worked out as expected in the cutting edge advanced age. The expression “vaporwave” was begat in 2011, by record maker Will Burnett subsequent to hearing crafted by numerous craftsmen of the time (Galil). Vaporwave is an American based sort with establishes in chillwave, surrounding and vanguard music. 77. The subgenre depends intensely on visual craftsmanship; a tune is indistinguishable from the collection spread or workmanship made with it. Basic themes incorporate the shopping center, old outdated innovation, Greek busts, Japanese workmanship styles, and the sea (Chandler, Escaping Reality). These pictures, however apparently customary, consider American commercialization, and the certainty of the fall of private enterprise. Craftsmen in the vaporwave “tasteful” align themselves intensely with a gathering called the Situationists, a worldwide radical gathering dynamic in the late ’50s who announced that “Free enterprise conceals its actual nature by diverting us with an unending arrangement of ‘exhibitions’” (Chandler, Music of the Spectacle). The scene, as they trusted it, enters through the lives and brains surprisingly by mass measures of media and purposeful publicity in each territory of day by day life. The objective of making music in the vaporwave kind is to make you see pictures � like a shopping center or room � and never again feel great or typical in those spaces. What starts off as a moderate interpretation of an old 80’s nostalgic hit, turns into the clashing acknowledgment that material things don’t last. Simultaneously, a significant number of the specialists in the Post Cold War Era of the late 1990s and mid 2000s needed to make a socially comprehensive perfect world for audience members (Chandler, Genre As Method). This appears to be an inconsistency; for what reason would one make a socially comprehensive bit of work when their own goals are radicalized on the opposite finish of the range? 78. The media doesn’t victimize who goes over every TV ad, radio advertisement, or road sign; there is only a consistent progression of boosts from the media to anybody around to see it. On the off chance that broad communications doesn’t choose certain socioeconomics for its audience members, at that point neither should craftsmen. This makes a “non-prejudicial social perfect world” (Chandler, Music of the Spectacle). These artists tend towards shelter another part of reasoning, known as accelerationism. Accelerationism is “the thought that the disintegration of civilisation created by private enterprise ought not and can’t be opposed, yet rather should be pushed quicker and more distant towards the craziness and anarchically liquid brutality that is its definitive decision, either on the grounds that this is freeing, since it causes an upheaval, or in light of the fact that demolition is the main coherent answer” (Jones). Scratch Land is a tremendous advocate of the belief system, and straightforwardly affected James Farraro, an unmistakable vaporwave craftsman. Farraro’s works are intended to commend the future disintegration, rather than dread them. His collections FSV and Condo Pets were the two records that constrained audience members to confront the tricks used to make people amped up for the eventual fate of innovation, rather than concentrating on the end that joins it (Jones). >

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