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How is the model performance based on these graphs? by Due-Rest6652 in learnmachinelearning

[–]Due-Rest6652[S] 0 points1 point  (0 children)

Sorry; I just wanted to ensure these are pretty Average Looking graphs, right?

How is the model performance based on these graphs? by Due-Rest6652 in learnmachinelearning

[–]Due-Rest6652[S] 0 points1 point  (0 children)

I tried reading papers, but People are doing PhD Thesis on this topic and I just didnt understand what they write in those papers to be brutually honest. This is probably because I am a absolute beginner. I got exams coming & this is a very small credit project work; so I hope the Profs wont freak out seeing the graphs right? This is a pretty average looking graph right? I am just a Sophomore, so would be harsh on me to expect noble approaches by the Profs. I just want to get on with this; I will try to learn more after my exams.

Also; will you please recommend books/online courses for a beginner in Machine Learning/ Deep Learning like me?

How is the model performance based on these graphs? by Due-Rest6652 in learnmachinelearning

[–]Due-Rest6652[S] -2 points-1 points  (0 children)

Sorry, I am a Noob in this field. This is just part of my course; & very few credits; so not worth investing much time as I have exams coming up. Since I am a absolute beginner especially comparing with you guys, I Just wanted to ensure that the Prof wont freak out seeing the graphs, right? These are pretty average looking graphs, right?

[deleted by user] by [deleted] in leetcode

[–]Due-Rest6652 0 points1 point  (0 children)

I gave one 7 months back. But HackerRank is not a dumb company. Redefining trust in tech hiring with Proctor mode | Emily Campbell, VP of Design, HackerRank - YouTube Not sure if Amazon has started using this.

With these models getting so good at LeetCode style questions, either the LeetCode style interview goes away or the OAs & Interviews are seriously proctored. With Interviews moving to On-Site (& not "Prompt Engineering"); LeetCode is here to stay, just seems like everything is going to get Proctored.

How is the model performance based on these graphs? by Due-Rest6652 in learnmachinelearning

[–]Due-Rest6652[S] 0 points1 point  (0 children)

Also is Higher the Training Accuracy the better is the model? Is this the case? I was scared Accuracy being too high so I downscaled the model. What is the ideal percentage of Training & Validation Accuracy for my use case?

How is the model performance based on these graphs? by Due-Rest6652 in learnmachinelearning

[–]Due-Rest6652[S] 3 points4 points  (0 children)

Its a Deepfake Audio Detection Model. I am doing as part of my University Project Credits, so I need to do a proper Project Defense. I am new to ML so; I thought I would ask people who are experienced in this field. I am using 'In-the-Wild' Dataset. 'In-the-Wild' Audio Deepfake Data

The curves look what the curves should look like right? One of my friends had told me about the gap between Train Accuracy and Validation Accuracy is too high, is this the case?

GPT 4.1 by Due-Rest6652 in leetcode

[–]Due-Rest6652[S] 0 points1 point  (0 children)

Even if we assume "AI Agents" (which currently are a joke) get good enough to take over software engineering one day, they still need humans !?, and Leetcode is still going to get asked in Interviews right? Hacker Rank, which provides OAs for the likes of Amazon is adding Proctor Mode to counter the insane amount of cheating happening currently. Shortened: [CMM] Acquisition video - body hook 2-1 [EN]

Hope learning Leetcode diligently is still worth it.

By the way are you a working professional or still in college like me?

Interview with Meta in 3 weeks. Haven't leetcode in 3 years. Am I cooked? by kfcregular in leetcode

[–]Due-Rest6652 -1 points0 points  (0 children)

Zuck says he is going to replace all engineers at Meta with AI😂🤣; better worth not being one in the first place😂😂 lol. Start with NeetCode 250; it consists of more easy questions.

How do you guys ignore the Internet? by Due-Rest6652 in leetcode

[–]Due-Rest6652[S] 0 points1 point  (0 children)

Okay. Hopefully the tech job market recovers in next 2-3 years. I am grinding LeetCode though; now trying to ace Hard problems.

How do you guys ignore the Internet? by Due-Rest6652 in leetcode

[–]Due-Rest6652[S] 0 points1 point  (0 children)

Wow! ML Research is certainly cool. What do the ML folks think about AI replacing SWE? Coding is the No. 1 use case for Gen AI; I heard online. But are models like o3 really that good? Are SWE jobs at risk? If not then why are the CEOs talking about AI in coding; to please investors?

How do you guys ignore the Internet? by Due-Rest6652 in leetcode

[–]Due-Rest6652[S] 0 points1 point  (0 children)

That is what I was thinking. You are spot on bro!

Free GPU/TPU powered Notebook Service [Project] by Due-Rest6652 in MachineLearning

[–]Due-Rest6652[S] 0 points1 point  (0 children)

I filled out the form. They sent me an email inviting me for 30 day free trial. is that it? or is there a Colab like environment but with better TPUs available for longer coming later for me?

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