How to build a PC for Machine Learning | Hardware Recommendations | Know your ABC - Part 11

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Netflix suggests movies, and Google Maps shows accurate travel times - All a part of Machine / Deep Learning Magic brought to you by a Computer. Today, we'll be talking about what kind of PC parts are best suited for a use case such as Machine Learning / Deep Learning.
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Time Stamps
0:00 Movie Suggestions & Accurate Travel Times
0:07 Intro
0:11 GPU
0:14 Faster Training Times
0:17 Budget Allocation
0:21 ResNET 50 Benchmark
0:27 VRAM
0:35 Quadro Graphic Cards
0:39 GeForce Graphic Cards
0:43 Scalability Advantage
0:48 MTBF
0:54 GPU Failure
0:57 Comparison between Geforce & Quadro GPUs
1:02 Machine Learning Build Catalouge
1:11 CPU
1:15 Choosing the right Processor
1:20 Core Count & PCIe Lanes
1:24 Threadripper + Xeon Combination for Scalability
1:28 Desktop Series
1:33 Intel or AMD?
1:40 AVX Instruction Set
1:47 Desktop Grade CPU
1:50 Intel AI Analytics Tool
1:57 Motherboard
1:59 Compatible Chipset
2:01 GPU Slotting
2:11 Motherboard Power Phase
2:22 Connectivity Ports
2:29 Storage
2:34 Why NVMe?
2:37 Large Data
2:41 Buying More Than You Think
2:45 Survelieance Tracking
2:50 Terabytes of Data Sets
2:53 NVMe & HDD
2:57 Precautions
3:02 500GB OS & 1TB Data Sets
3:07 Outro

[saketsahu]

Best low budget build for machine learning, if video is not possible then just an reply with cpu gpu pairing

[sakchais]

I think this is the only tech YouTuber who talks about AI hardware in such detail with benchmarks. Thx for the info! Do you guys also publish your test results on a website or do you only do videos?

[tanvirkazirocks]

AWS provides services for machine learning and ai, so no need to buy expensive hardwares if you are a beginner.

[karthikpai]

What do you suggest ryzen 7 5700x or intel 13400f for deep learning with 3060

[nufh]

If hosting Okay for the long run or better to buy the hardware? I want to do the AI as a hobby, but struggle with the $$ allocation.

[dennishuaman]

Would it be OK If I choose the 4060ti with 16GB over the 4070ti that has 12GB of VRAM?, and about the processor, 13700k or 7900 non X?

[liquidmetal]

Hi guys, is there a way to increase GPU wattage limit in a laptop ? I've tried using afterburner but any other way :)

[santiagoruaperez]

IT would be interesting to see a comparison with AMD GPU

[gavingeng]

This channel is so underrated, the quality of content and the quality of graphics deserve so much more recognition ❤

[keylanoslokj]

What if you have 10K budget though? 10K is barely enough for one ADa card

[weslycosta]

Bro as a beginner i want to start with R5600x and Rtx 3050 8gb, will it be a good choice? For deep learning?

[NetvoTV]

How about 16 cored M3 Max CPU with 40 cores GPU and 128GB of RAM?

[shivakitchloo]

I want to build a ml PC with 2 GPUs and i9 13900 processor. What motherboard should I get? Also I have 2 RTX 3090s which will go into the setup.