shreyans29 / Thesemicolon
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Stars: ✭ 345
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The Semicolon
This repository contains the Ipython Notebooks to the Data Analytics youtube tutorials on The Semicolon. The youtube link for the tutorials :https://www.youtube.com/c/thesemicolon
The following Ipython notebooks are available on this repository.
Python for Data Analytics
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Learn Python in 10 Minutes
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Numpy and Matplotlib Tutorial
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Pandas tutorial
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Sklearn linear regression
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Sklearn Random Forest Classifier
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Sklearn dimensionality reduction
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Machine Learning with Text Count Vectorizer
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Machine Learning with Text TF- IDF
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Live Sentiment Analysis
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Perceptron And Gradient Descent
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Neural Networks and Backpropogation Algorithm
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Ensemble Learning
Deep Learning with Keras
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Convolutional Neural Networks with Keras
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Word2vec implementation in gensim
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Simple LSTM implementation with Keras
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LSTM implementation details with Keras, Normailzation, Activation, Loss
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Chatbot Preprocessing
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Chatbot training
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Chatbot Chat
- Chatbot Trained models: https://drive.google.com/drive/folders/0B2P-tOw32QIWZnYyY3J3OVNLYzg
Apart from this the datasets used are housing.csv, mnist.csv and smsspam
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