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Data With Purpose | Fernando Carvalho

Empowering Decisions Through Data Science & Analysis

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Becoming a Data Scientist

This is my self-study path to become a Data Scientist.

Algo & Quant Research

Content on Stock Market, Backtesting tools, Quantitative Research, Strategies and Analysis. 

My Bookshelf

Favorite books, key lessons and notes on them

All the content

Posts by Category
  • backtesting (2)
  • behavioral books (3)
  • books (8)
  • data science books (2)
  • data scientist (2)
  • trading books (3)
All posts
  • Data Science Foundation Self-Study Guide
  • Key Lessons on “Mind Over Markets: Power Trading with Market Generated Information” by James F. Dalton, Eric T. Jones, Robert B. Dalton
  • Key Lessons on Market Wizards Books by Jack Schwager
  • Key Lessons on “Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones” by James Clear
  • Key lessons on “How We Decide” by Jonah Lehrer
  • Self-Study guide to become a Data Scientist
  • Key Lessons on “Feature Engineering and Selection: A Practical Approach for Predictive Models” by Max Kuhn and Kjell Johnson
  • Key lessons on “Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists” by Alice Zheng, Amanda Casari
  • Key Lessons on “One Good Trade: Inside the Highly Competitive World of Proprietary Trading” by Mike Bellafiore
  • Key Lessons on “Thinking in Bets: Making Smarter Decisions When You Don’t Have All the Facts” by Annie Duke
  • QStrader simulation engine customizations
  • Backtest Framework with Python
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