User Posts: [email protected] (Ankit)
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Study plan for ML and Deep Learning ventures
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Hello again!I have developed a study plan I would like to follow by reviewing a bunch of online resources (Check resources and references below).I work as ...

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[Google Cloud] Setup Instructions for FastAI 2018 Deep Learning Course
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Following up on my previous blog post, I have watching Jeremy Howard's FastAI Deep Learning lectures online.Here is a link to the 2018 deep learning ...

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A very good read to understand Convolutional Neural Networks
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I am going to summarize this and add some more details on top of it as time progresses but in the mean while, I highly recommend you go through this link ...

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A very good read to understand Convolutional Neural Networks
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I am going to summarize this and add some more details on top of it as time progresses but in the mean while, I highly recommend you go through this link ...

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Loss Function with Cross Entropy made simple
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I found this on the Udacity Deep Learning course by Google. I am going to elaborate on these notes to help you understand the concept ...

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Complexity of Linear Regression related to Neural Networks
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Assignment #1 from Udacity's Deep Learning course gives you insight that a logistic multi-nomial (linear) regression model may not give you the best ...

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Word2Vec explained – Assignment #5
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Hi,I do have a good understanding of how vector spaces work (thanks to all the math I've learnt so far in undergrad and grad school). However, assignment ...

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Non-linear Activation Functions for Neural Networks Simplified
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Activation function is a what forms an output of a neuron. This is what adds non-linearlity to your prediction and makes a Neural Network based ...

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Optimization Algorithms for Machine Learning
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I have been learning through Andrew Ng's Deep Learning specialization on Coursera. I have completed the 1st of the 5 courses in the specialization  ...

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Understanding Convolutional Neural Networks (CNN) with an example
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After completing Course #4 of the Coursera Deep Learning specialization I wanted to write a short summary to help y'all understand / brush up on the ...

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