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
conclude, social media has many different effects on the fashion industry in many different areas. New media will continue to revolutionise and benefit the industry. In my research for of social media platforms it has become evident that at this current time, it plays a massive role in marketing and consumer culture, the views on body image and the importance of bloggers, influencers and celebrities. Mostly it is all positive that has come from the use of social media in the industry, some include the impact it has had on how body image is viewed amongst society. The body type that has been considered ‘the norm’ for years has now been challenged and now the media is open to showing that whether you are plus-size, slim, short or tall, you can still be beautiful. Moreover, the empowerment of women is also something that has had major development thanks to social media. The rise of the blogger and influencer has allowed women to show success and independence through beauty, fashion and make-up. These young people have managed to grow their own businesses by sharing brands and their style with their large followings. In terms of marketing for brands, whether it be high-street or high-end, social media has allowed a massive growth of advertising and sales through the use of influential young people. They have opened brands to a more personal approach of marketing which allows them to really get to know their audience and produce what they want and need. On the contrary, some may view it completely different and argue that social media has created a manipulative side of the fashion industry which encourages conspicuous consumption. However, for the most social media has had a positive impact on the fashion industry and has allowed it to progress with technology and develop with the modern times.