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Carlos Salas, CFA, CQF

President at The Change Company

Carlos Salas, CFA, CQF

Carlos Salas is a FCA-regulated Portfolio Manager, Data Scientist and Lecturer with experience in investing and machine learning. He currently works as a Freelance Consultant for Investment Research/Management and Machine Learning at TopTal.1

Education

  • London School of Economics and Political Science (LSE)

Certifications

  • Chartered Financial Analyst (CFA)
  • Certificate in Quantitative Finance (CQF)

Carlos Salas has a strong background in finance, data science, and machine learning. He leverages his expertise to provide consulting services in investment research, portfolio management, and the application of machine learning techniques to investment problems.

Highlights

Jul 9 · linkedin

Here is the link where you can find my two-part comprehensive guide to hardware resources tailored for data scientists published by CFA UK:

  • Part 1 simplifies technical specifications for local machines and cloud-based GPUs, catering to both novice and experienced users.

  • Part 2 focuses on GPU selection, highlighting Nvidia's Blackwell chip and its role in enhancing deep learning performance. It concludes with a practical tutorial for configuring laptops with local GPUs.

#gpu #hardware #nvda #datascience #ai #quantfinance

Jul 1 · linkedin

My last article published by the CFA UK "From Zero to Hero - A Data Scientist's Guide to Hardware Part 2" provides guidance for anyone looking to maximize the potential of their hardware in DL (deep learning) projects:

  1. Use Cases: A comparative analysis of local vs. remote GPUs to help you determine the best usage cases.
  2. Nvidia Blackwell Chip: A deep dive into Nvidia's latest innovation, with its advanced architecture, high transistor density, and groundbreaking features like the 5th Generation NVLink protocol and Transformer Engine.
  3. Step-by-Step Guide: Detailed instructions on configuring a laptop for DL (Deep Learning) tasks using a local GPU, including CUDA/cuDNN setup, PyTorch library installation and a very simple DL verification script example.

You can read it here: https://lnkd.in/dyK__V6m

#DataScience #DeepLearning #AI #Nvidia #GPUs #TechInnovation #MachineLearning #HardwareConfiguration #ComputationalEfficiency #BlackwellChip #PyTorch #CUDA #AI

Related Questions

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Carlos Salas, CFA, CQF
Carlos Salas, CFA, CQF, photo 1
Carlos Salas, CFA, CQF, photo 2
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Experience

President at The Change Company (August 2021 - Present)
Board Of Directors at The Change Company (August 2018 - Present)

Education

JD from University of Chicago Law School (1993 - 1996), BA from New York University Gallatin School of Individualized Study (1989 - 1992), The Hotchkiss School (1984 - 1989)

Location

London, England, United Kingdom