Applied Software Design
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This post covers Data Analysis using R.
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This lesson covers an introduction to Jupyter Notebook/Lab.
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This post covers image classification, nearest neighbor classifier, k-nearest neighbor classifier and validation sets from cs231n.
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This lesson covers CNN for CIFAR10
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This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html
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This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html
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This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html
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This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html
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This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html
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This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html
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This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html
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This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html
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This lesson covers PyTorch Tutorial, https://pytorch.org/tutorials/beginner/basics/intro.html
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Chapter 6
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This page covers the discovery year process and opportunities.
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This post covers detecting outliers.
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This post covers Multivariate Visualization.
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This post covers Bivariate Visualization.
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This post covers Univariate Data Visualization.
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This post covers Data Assessing and Cleaning.
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This post covers Data Gathering.
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This post covers Data Wrangling.
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This post covers Introduction to Pandas.
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This post covers Introduction to Python Programming.
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Download Python.
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This page covers projects completed by Students.
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This lesson is from Adversarial Robustness - Theory and Practice
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This lesson is for help.
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This lesson covers Linear Regression.
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This post covers MNIST implementation of ICLR 2015 paper “Explaining and Harnessing Adversarial Examples”
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This post explains Chi-square Test.
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This post provides t Table.
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This post covers Hypothesis Testing.
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This post covers Estimation.
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This post explains creating slides using Jupyter Notebook.
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This post covers Sampling Distributions Example.
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This post covers Probability Distributions.
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This post covers Normal Distribution from https://www.mathsisfun.com/data/standard-normal-distribution.html and https://www.mathsisfun.com/data/standard-deviation.html
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This post provides Z Table.
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This post covers Sampling Distributions.
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This lesson is on Machine Learning notes.
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This post covers introduction to Image Classification using Deep Learning.
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This post covers introduction to Image Classification using Deep Learning.
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This post covers CNN Architecture from cs231n.
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This post covers CNN Architecture from cs231n.
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This post covers Optimization and Backpropogation from cs231n.
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This post covers Optimization and Gradient Descent from cs231n.
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This post covers Introduction to some other python libraries.
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This post covers introduction to Neural Network using MNIST dataset.
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This post covers introduction to Convolution Neural Network using MNIST dataset.
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This post covers certain formulas useful for Deep Learning.