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I'm looking for a high performance and durable computer to work with. It's primary use is for Statistical Modeling and Analysis.

Likely, I will need to use R, some SQL based programs (SQuirreL, for example), Python for data sets in excess of 2 GB.

I'm not the most computer-hardware oriented person either. If you may offer suggestions on a laptop well-suited for a student entering a Masters or PhD Statistics student, Statistician, or even Data Scientist, that would be great.

This is one of the few posts I've seen publicly discussing this question, but if I am going to invest a decent amount of money into something like this, a second opinion makes more sense here.

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  • Would a $1,500 USD - $2000 USD laptop meet your budget?
    – 0-60FPS
    Commented Dec 25, 2016 at 3:14
  • $1500 is on the high end, preferably between $1200 and $1300 Commented Dec 25, 2016 at 3:54
  • Possible duplicate of Laptop for data science Commented Dec 26, 2016 at 0:14

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I would recommend a Precision 15 5000 Series (5510). It starts at about $1,360 and should meet your requirements.

It is reasonably powerful with the i5 6300HQ, with up to 1 terabyte of storage space. Fairly lightweight and portable. The Quadro CPU will improve graphics performance as well as provide CUDA capability for software that can utilize it.

Specs:

i5-6300HQ -- Quad Core, 2.3GHz base, turboboost to 3.2GHz

8GB DDR4 RAM

500GB HDD -- Different Harddrive configuration options available including: HDDs, SSDs, PCIe SSDs and self encrypting drives.

Nvidia Quadro M1000M -- 2GB GDDR5

FHD 15.6" Display

56Wh Lithium Ion Battery

~4lbs.

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  • IIRC, the 7000 series is slightly cheaper if OP doesn't mind sacrificing portability.
    – timuzhti
    Commented Dec 27, 2016 at 7:13

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