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    Must watch video on mathematics (the guts) of neural networks Computer Science

    Must watch video on mathematics (the guts) of neural networks Computer Science


    Must watch video on mathematics (the guts) of neural networks

    Posted: 11 Mar 2021 05:34 AM PST

    [N] Meet CSL: Facebook AI Approach Achieves 19% WER Reduction for ASR Under Ultra Low-Resource Conditions

    Posted: 11 Mar 2021 08:28 PM PST

    A research team from Facebook AI proposes a Contrastive Semi-supervised Learning (CSL) approach that synthesizes pseudo-labelling and contrastive losses to improve the stability of learned speech representations for automatic speech recognition (ASR).

    Here is a quick read: Facebook AI Approach Achieves 19% WER Reduction for ASR Under Ultra Low-Resource Conditions

    The paper Contrastive Semi-Supervised Learning for ASR is on arXiv.

    submitted by /u/Yuqing7
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    Degree in Math and Computer science or Electrical engineering(controls, signals processing and information theory).

    Posted: 11 Mar 2021 05:15 PM PST

    I'm planning to work as machine learning engineer. I'm participating in competitive programming. Have few CompTIA certifications like A+ and Sec +. I'm not sure which of these two options to choose from for my bachelors?

    submitted by /u/Devils_negotiator
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    software developer vs CPA

    Posted: 11 Mar 2021 10:24 PM PST

    Average CPA vs Average software developer who will earn more money in the long term in their career (10-20 years in their career) in Canada

    submitted by /u/jodster327
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    Data Science Core Skills – What Matters the Most in 2021

    Posted: 11 Mar 2021 10:53 AM PST

    Coding problem - how would you approach this?

    Posted: 11 Mar 2021 01:30 PM PST

    hello redditors,

    I have an assignment where I need to write code to best optimize cost for transportation.

    for ex.

    Weight that needs to be transported is 40,000lbs. one type(Type A) of shipment has weight limit of 2,000 & cost of $700 per shipment & the other type(Type B) of weight shipment has a limit of 8,000 with $3000 cost per shipment. We need to find out how many shipment of each type we will need to ship the whole 50,000 while spending the least amount of money.

    Weight: 40,000 Type A weight limit: 2,000 Type A cost: $735 per shipment

    Type B weight limit: 8,000 Type B cost: $3000 per shipment

    for ex, if we use Type A for all shipments, we will have $7350 x 20 = $14700 if we use Type B for all shipments, we will have $3000 x 5 = $15000

    BUT if we use Both Type A and Type B (some Type A shipments, some Type B shipments)we may possibly get a cheaper price.

    I dont need anyone to give me the code, I just need some guidance on where to start with this. maybe step by step pseudocode like explanation.

    submitted by /u/Mhch2001
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    After years of coding I still feel like I don’t know how

    Posted: 11 Mar 2021 06:49 AM PST

    I don't feel very confident with my coding skills and I have been coding for years at this point. Not once a day but at least once a week I'll look at something code related.

    Any tips on how I can develop more confidence and mastery with my coding?

    submitted by /u/thebalanc
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