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Category: Learning Journal

Accelerate career, Learning Journal, Z Data Science Journey

Data Structures–Python vs. NumPy vs. Pandas: Why care? How they work?

Why should we care about data structures in data science? In this short article, I discussed the building blocks of data in Python and summarized the most important things about Python's native data structures, NumPy, and Pandas.

February 22, 2019February 22, 2019data science, PythonLeave a comment
Accelerate career, Blog, Learning Journal, Z Data Science Journey

Learning Journal: Stanford Machine Learning Course by Andrew Ng

This learning journal aims to summarize the essence of the Stanford Machine Learning coursework in a way that (hopefully) most people new to AI would understand & appreciate. Additionally, I inserted lots of fun comments & graphs to clarify concepts and/or make them more relatable.

January 15, 2019May 27, 2019AI, coursework, data science, machine learning1 Comment
Accelerate career, Blog, Learning Journal, Z Data Science Journey

New to data science? So much to learn! Where & how to start?

"A journey of a thousand miles begins with a single step." There is a lot to learn on this data science journey, but AI frontrunner, Stanford professor, Andrew Ng's T-shaped learning framework can serve as a guiding light for all who are new to AI.

January 15, 2019January 15, 2019AI, career, data science, machine learning, metalearningLeave a comment

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You may also like:

  • Data Structures–Python vs. NumPy vs. Pandas: Why care? How they work?
  • Learning Journal: Stanford Machine Learning Course by Andrew Ng
  • New to data science? So much to learn! Where & how to start?
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  • A Millennial’s View on Death & Life (Part 1: Death)

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