## Deep Learning Architectures

Nearly all scientific fields have felt the impact of this technology. Most industries and businesses have already been disrupted and transformed through the use of DL. The leading technology and…

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Deep Learning Architectures

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DGX Dockers Guidelines

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Sometimes Accuracy is not a Right Metric !

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Python For Data Analysis Part-10

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Python for Data Analysis Part-9

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Python for Data Analysis Part-8

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Python for Data Analysis Part-7

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Python for Data Analysis Part-6

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Python for Data Analysis Part-5

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Python for Data Analysis Part-4

Nearly all scientific fields have felt the impact of this technology. Most industries and businesses have already been disrupted and transformed through the use of DL. The leading technology and…

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March 30, 2022

First, make sure you have installed the putty to access the terminal and WinSCP for transferring files. putty WinSCP Step 1: Create tmux session $ tmux new -s session-name # create new session$ Ctrl+b then d to leave the current…

March 29, 2022

Notice that there are a few metrics will be helpful when evaluating the performance of ML/DL models: False negatives and false positives are samples that were incorrectly classifiedTrue negatives and…

October 4, 2021

Essential Functionality Reindexing An important method on pandas objects is reindex, which means to create a new object with the data conformed to a new index. Consider an example: Input[1]:…

September 24, 2021

Introduction to Pandas Data Structure Series A Series is a one-dimensional array-like object containing a sequence of values (of similar types to NumPy types) and an associated array of data…

September 22, 2021

Random Walks The simulation of random walks provides an illustrative application of utilizing array operations. Let’s first consider a simple random walk starting at 0 with steps of 1 and…

July 11, 2021

Pseudorandom Number Generation The numpy.random module supplements the built-in Python random with functions for efficiently generating whole arrays of sample values from many kinds of probability distributions. For example, you…

July 11, 2021

File Input and Output with Arrays NumPy is able to save and load data to and from disk either in text or binary format. In this section I only discuss…

July 11, 2021

Mathematical and Statistical Methods A set of mathematical functions that compute statistics about an entire array or about the data along an axis are accessible as methods of the array…

July 11, 2021

Universal Functions: Fast Element-Wise Array Functions A universal function, or ufunc, is a function that performs element-wise operations on data in ndarrays. You can think of them as fast vectorized…

July 8, 2021