What are the benefits of mini-batch gradient descent over stochastic gradient descent ?

can any one simplified benefits of mini-batch gradient descent over stochastic gradient descent ? Thanks

06 July 2019 5,120 3 View

Which is the best way to improve Machine Learning results without more data ?

i am working on some machine learning problem, related with biological data, i want to improve accuracy of model, without increasing the size of data, which is best one to consider from...

04 May 2019 2,739 12 View

Tensorflow vs Pytorch Which framework should use , and better ?

hello, i am just want to know what are the specific use case, where we can apply pytorch and tensorflow, and when to use : The battle: Tensorflow vs Pytorch(...

04 May 2019 9,727 11 View

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in a machine learning, there is a possibility of overfitting training data and carrying the noise of that data through to the test set, that give inaccurate generalizations. What are methods...

04 May 2019 1,397 8 View

Can any one suggest list of international conferences related with Software Containers

can any one suggest list of international conferences going to happen in 2019 related with Software Containers other than DOCKERCON2019(https://2018.dockercon.com/)

01 January 1970 5,007 2 View

Why should we choose deep learning to machine learning? Why is CNN better for image classification? Can I get Typical Answer?

What Characteristics makes CNN work better?

03 March 2021 1,458 4 View

Guidelines for survey (question type) analysis?

Hi. Please tell me what guidelines should i need to follow for questionaries' type research work in India. It is not hospital based work, we are conduction basic institutional based qualitative...

03 March 2021 2,037 3 View

What are some of the research gaps in machine learning and artificial intelligence in africa?

i would to know some of the research gaps in the artificial intelligence field in most african countries.

03 March 2021 6,145 3 View

Anyone plz suggest relevant topic for research in image processing+Deep learning.?

I have selected brain tumor images ...but now found that already lots of research done n this topic.

03 March 2021 5,774 3 View

How to increase a model accuracy ?

dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...

03 March 2021 6,994 5 View

How to access MSCI KLD Stats and Sustainalytics?

Hello all, I'm currently working on my undergraduate thesis and I'm having difficulties trying to access KLD Stats and Sustainalytics because my campus Airlangga University and apparently other...

02 March 2021 8,525 1 View

Ideas for Phd's Thesis on pricing (Marketing)?

Hi everyone, I'm studying Marketing and I would like to write my PhD thesis on the topic of pricing. Any specific ideas?

02 March 2021 9,706 5 View

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02 March 2021 3,060 3 View

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02 March 2021 932 1 View

How to calculate BREQ 3 questionnaire?

how to calculate BEHAVIOURAL REGULATION IN EXERCISE QUESTIONNAIRE BREQ 3 ,which contain 24 questions and each question has 5 answers (0- Strongly disagree , 1-disagree, 2- Neither agree nor...

02 March 2021 811 3 View