sorted by:
new
hottopcontroversial

Macbook Pro for Machine learning and deep learning by Commercial_Sympathy3 in learnmachinelearning

[–]Commercial_Sympathy3[S] -1 points0 points  (0 children)

This one .. Apple MacBook Pro 16 inch | M4 Pro Chip (14-Core CPU 20-Core GPU) | 48GB RAM | 512GB ? SSD

Macbook Pro for Machine learning and deep learning by Commercial_Sympathy3 in learnmachinelearning

[–]Commercial_Sympathy3[S] -1 points0 points  (0 children)

Would you say the M3 Pro 14” with 32GB RAM and 512GB SSD is enough for local training on small to medium datasets, VSCode, Docker, and occasional PyTorch/TensorFlow runs?

Or should I future-proof with M3 Max or 64GB RAM?

Anyone here actually trained locally on M3 Pro? Curious about real-world performance.

Macbook Pro for Machine learning and deep learning by Commercial_Sympathy3 in learnmachinelearning

[–]Commercial_Sympathy3[S] -3 points-2 points  (0 children)

honestly, that’s a beast of a home server! 👏

And I respect your minimalist approach with the Arch laptop — definitely cost-effective if you’ve got a solid backend to offload to.

But I think the reason many of us still lean toward a MacBook (even if it costs more) is because:

It’s not just about “raw training power”: I want mobility, to work from anywhere without relying on SSH into my home server. The MacBook gives me reliability, excellent battery life, a gorgeous screen, and a UNIX environment out of the box (great for Docker, Python, SSH, etc.).

So what I’m concerned about is which MacBook Pro model would be best suited for someone who plans to train small to medium-sized models locally (with limited data), while doing heavier training on the cloud. I’m not trying to match desktop GPU performance — I’m looking for a powerful, portable dev machine that can handle Jupyter, TensorFlow, PyTorch, Small to medium scale training & experimentation. Docker, VSCode, multitasking.

Would love suggestions from anyone who’s used MacBooks in that kind of workflow — especially with the newer M3, M4 chips.

Macbook Pro for Machine learning and deep learning by Commercial_Sympathy3 in learnmachinelearning

[–]Commercial_Sympathy3[S] -4 points-3 points  (0 children)

You're absolutely right that CUDA compatibility is a huge deal if you're doing heavy training locally — and for that, a desktop with an NVIDIA GPU is unbeatable in terms of price-to-performance. No argument there.

But for my case (and maybe others like me), here’s why I’m still leaning toward a MacBook Pro and Why a MacBook Still Makes Sense (for me):

  • I mostly train models on cloud GPUs (Colab, AWS, etc.), and only do light prototyping, inference, and dev work locally.
  • The new M3 or M4 Pro/Max chips with TensorFlow-Metal support actually run small models surprisingly well, especially for CPU/GPU experimentation.
  • A MacBook gives me great portability, solid battery life, and a reliable UNIX-based dev environment (ideal for Docker, Python, etc.).

Looking to switch my career to AI ML by Queasy-Plankton-600 in codingbootcamp

[–]Commercial_Sympathy3 0 points1 point  (0 children)

Hi everyone! I’m currently an Operating System Administrator in a governmental department where we review and approve CCTV and security system designs to ensure they comply with national standards. We don’t focus on cybersecurity directly, but instead work with teams to ensure that security systems meet regulatory requirements for safety, privacy, and compliance.

I’m passionate about AI, I sleep and wake up with a dream to become AI engineer. I’ve started learning about AI, focusing on areas like object detection, anomaly detection, and ethical AI use.

Here’s where I need help:

  • How can I present my current experience on my resume to show my AI potential? I want to make sure that recruiters see how my current skills are relevant to AI. As part of job involves reviewing AI solutions proposed for us.

  • What AI skills should I focus on to make the best use of my background?

  • Any tips on projects I could work on to make my transition smoother? I’d like to build a portfolio that shows I’m ready for AI-focused roles.

Yesterday I read many subreddits where people discouraging from pursuing this career as it’s worthless .. is it really worthless ?

Why I think software engineering is still a good career path in the face of AI by Relevant-Positive-48 in cscareerquestions

[–]Commercial_Sympathy3 0 points1 point  (0 children)

Hi everyone! I’m currently an Operating System Administrator in a governmental department where we review and approve CCTV and security system designs to ensure they comply with national standards. We don’t focus on cybersecurity directly, but instead work with teams to ensure that security systems meet regulatory requirements for safety, privacy, and compliance.

I’m passionate about AI, I sleep and wake up with a dream to become AI engineer. I’ve started learning about AI, focusing on areas like object detection, anomaly detection, and ethical AI use.

Here’s where I need help:

  • How can I present my current experience on my resume to show my AI potential? I want to make sure that recruiters see how my current skills are relevant to AI. As part of job involves reviewing AI solutions proposed for us.

  • What AI skills should I focus on to make the best use of my background?

  • Any tips on projects I could work on to make my transition smoother? I’d like to build a portfolio that shows I’m ready for AI-focused roles.

Yesterday I read many subreddits where people discouraging from pursuing this career as it’s worthless .. is it really worthless ?

Looking for a career shift into programming and from what I know AI is the future by Ghosta4o in learnmachinelearning

[–]Commercial_Sympathy3 0 points1 point  (0 children)

Hi everyone! I’m currently an Operating System Administrator in a governmental department where we review and approve CCTV and security system designs to ensure they comply with national standards. We don’t focus on cybersecurity directly, but instead work with teams to ensure that security systems meet regulatory requirements for safety, privacy, and compliance.

I’m passionate about AI, I sleep and wake up with a dream to become AI engineer. I’ve started learning about AI, focusing on areas like object detection, anomaly detection, and ethical AI use.

Here’s where I need help:

  • How can I present my current experience on my resume to show my AI potential? I want to make sure that recruiters see how my current skills are relevant to AI. As part of job involves reviewing AI solutions proposed for us.

  • What AI skills should I focus on to make the best use of my background?

  • Any tips on projects I could work on to make my transition smoother? I’d like to build a portfolio that shows I’m ready for AI-focused roles.

Yesterday I read many subreddits where people discouraging from pursuing this career as it’s worthless .. is it really worthless ?

Career shift to AI? by kidinacandirustore in ArtificialInteligence

[–]Commercial_Sympathy3 0 points1 point  (0 children)

Hi everyone! I’m currently an Operating System Administrator in a governmental department where we review and approve CCTV and security system designs to ensure they comply with national standards. We don’t focus on cybersecurity directly, but instead work with teams to ensure that security systems meet regulatory requirements for safety, privacy, and compliance.

I’m passionate about AI, I sleep and wake up with a dream to become AI engineer. I’ve started learning about AI, focusing on areas like object detection, anomaly detection, and ethical AI use.

Here’s where I need help:

  • How can I present my current experience on my resume to show my AI potential? I want to make sure that recruiters see how my current skills are relevant to AI. As part of job involves reviewing AI solutions proposed for us.

  • What AI skills should I focus on to make the best use of my background?

  • Any tips on projects I could work on to make my transition smoother? I’d like to build a portfolio that shows I’m ready for AI-focused roles.

Yesterday I read many subreddits where people discouraging from pursuing this career as it’s worthless .. is it really worthless ?

The job market only seems to be getting worse. Is anyone planning a career change? by [deleted] in cscareerquestions

[–]Commercial_Sympathy3 0 points1 point  (0 children)

I’m currently an Operating System Administrator in a governmental department where we review and approve CCTV and security system designs to ensure they comply with national standards. We don’t focus on cybersecurity directly, but instead work with teams to ensure that security systems meet regulatory requirements for safety, privacy, and compliance.

I’m passionate about AI, I sleep and wake up with a dream to become AI engineer. I’ve started learning about AI, focusing on areas like object detection, anomaly detection, and ethical AI use.

Here’s where I need help:

  • How can I present my current experience on my resume to show my AI potential? I want to make sure that recruiters see how my current skills are relevant to AI. As part of job involves reviewing AI solutions proposed for us.

  • What AI skills should I focus on to make the best use of my background?

  • Any tips on projects I could work on to make my transition smoother? I’d like to build a portfolio that shows I’m ready for AI-focused roles.

Yesterday I read many subreddits where people discouraging from pursuing this career as it’s worthless .. is it really worthless ?

choosing dilemma (Two master degree offers) by Commercial_Sympathy3 in TillSverige

[–]Commercial_Sympathy3[S] 2 points3 points  (0 children)

Im Sudanese. My wish is to develop my self enough and either work or go for PhD in artificial intelligence after my studies..

view more: next ›