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Name: Ashwani Singh
Type: User
Name: Ashwani Singh
Type: User
Attaining Customer Insights with Snowflake and PowerBI importing data from Azure blob container
Image Captioning
Build a top level KPI Dashboard including Sales Trend, Product Performance, Key Customers and Shipping Cost
Analyzing MovieLens 25M Dataset and MovieLens 10M Dataset and building a Movie Recommendation System using Pearson Coefficient.
I have implemented Encoder Decoder with Attention model for French to English language neural machine translation. The dataset has been attached you can download it. I have used GRU RNN, and this model gives a good accuracy for short sentences, but might not perform well for long sentences, for better performance use LSTM and different dataset which is pretty large enough. I ahve only used 100000 sentences and a single layer GRU is used. Note: adding more layers will significantly increase the training time. If have trained this model for 10 epoch using a GPU for about an hour. Moreover here I have implemented custom gradient descent, where you can modify the loop as required. This feature is new in tensorflow 2.0.0.
I have used mnist dataset and applied 5 layer Convolutional Neural Network. This implementation is similar to the LeNet5 implementation in Keras, except some of minor changes like instead of sigmoid and tanh activation I have used relu and softmax activations. Moreover the no of filters is also different to give a better accuracy.
I have used GTSRB dataset (German Traffic Signal Recognition Benchmark)
Scraping hirist.com, foundit.com and simplyhired.com
Sentiment Analysis of Amazon Customer mobile reviews using Web scrapping
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Some thing interesting about visualization, use data art
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Open source projects and samples from Microsoft.
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Data-Driven Documents codes.
China tencent open source team.