Best Laptop for Deep Learning

I want buy a macbook laptop for beginning Deep Learning
Is macbook laptop appropriate for deep learning!?
Because this have not GPU .

Not much to worry because you can use online computing power!

If you want to work on your computer, it would be easier to train on a GPU. Otherwise, as @gent.spah suggested, you can use online resources like Google Colab.

Hi thanks for answering my question

Our country in Boycott and google colabs account is too expensive to us

Hi thanks for answering my question

Our country in Boycott and google colabs account is too expensive to us

Apple laptops and apple desktops are good for working in the DL space. I personally own a Mac Studio M1 Max and I am very happy with it. Probably, more current M2 and M3 processors are even better.

My M1 Max uses an ARM big.LITTLE design, with eight high-performance “Firestorm” cores and two energy-efficient “Icestorm” cores on the CPU side.

It also integrates the RAM in the system-on-a-chip (SoC) design.

It also integrates an Apple designed 32-core GPU in the system-on-a-chip (SoC) design. In total, the M1 Max GPU contains up to 512 Execution Units with 4096 ALUs, which have a maximum floating point (FP32) performance of 10.4 TFLOPs

It is manufactured using the 5-nanometer process with 16B transistors.

If you work with PyTorch - which in turn is an important building block for the whole HuggingFace stuff - you can easily import certain adapter packages and work with everything PT and HF the usual way.

My personal experience with my Mac Studio M1 Max is a similar performance as an NVIDIA T4 in Google Colab; and the overall power consumption is just 30W - much lower than what one GPU alone draws in certain desktop configuration.

If this is of broader interest, I can provide more infos. Pls let me know.