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Brian Spiering brianspiering

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brianspiering / nested_list_comps.ipynb
Created July 20, 2019 18:06
Example syntax for nested list comprehensions
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brianspiering / missing_data_tree_ensemble.ipynb
Created November 8, 2019 16:13
Explore how different tree-based ensemble methods handle missing values
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brianspiering / multicollinearity_machine_learning.ipynb
Created November 9, 2019 01:20
Explore if multicollinearity has an impact on machine learning
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brianspiering / multicollinearity_pca.ipynb
Last active November 22, 2019 01:10
Explore the effect of multicollinearity on PCA
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brianspiering / .zshrc
Last active May 2, 2023 17:24
My zsh profile
# ---------------------------------------------------------------------------
#
# Description: This file holds all my oh-my-zsh configurations and aliases
#
# locaction
# ~/.zshrc
# open with VSCode
# code ~/.zshrc
# ---------------------------------------------------------------------------
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brianspiering / joint_vs_conditional_probability.ipynb
Last active February 20, 2020 00:37
Empirical joint vs conditional probability for a dataset
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brianspiering / find_synoyms_with_word vectors.ipynb
Created March 5, 2020 17:47
Find synoyms with word vectors
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{"the": 73088, "of": 27807, "to": 26508, "a": 23957, "and": 22283, "that": 18770, "in": 18187, "is": 11277, "for": 8947, "on": 8109, "with": 7253, "it": 7226, "as": 6476, "was": 5736, "but": 5488, "i": 5287, "by": 5238, "this": 5084, "be": 4795, "at": 4529, "have": 4453, "his": 4399, "he": 4352, "its": 4343, "are": 4291, "not": 4280, "an": 4175, "about": 4092, "has": 3767, "from": 3697, "you": 3416, "new": 3273, "one": 2986, "or": 2928, "who": 2912, "all": 2869, "times": 2787, "more": 2783, "will": 2777, "which": 2715, "nyt": 2690, "they": 2621, "if": 2473, "story": 2441, "would": 2436, "their": 2330, "out": 2312, "says": 2286, "what": 2282, "wp": 2131, "so": 2108, "clinton": 2047, "than": 2034, "been": 1956, "had": 1955, "were": 1923, "when": 1911, "up": 1902, "us": 1887, "also": 1866, "no": 1813, "post": 1807, "there": 1779, "her": 1744, "lat": 1735, "like": 1700, "some": 1601, "we": 1590, "other": 1578, "just": 1541, "do": 1508, "people": 1464, "because": 1447, "how": 1440, "now": 1429, "only": 1405, "repo
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brianspiering / command_line_activities.md
Last active October 1, 2020 02:41
Command Line Activities

Command Line Activities

In the breakout rooms, each person should individually complete following tasks. The goal is procedural fluency - seeing a prompt and successfully typing in a solution. If you get stuck ask someone else in the breakout rooms to help you. Do all the following tasks locally in a terminal window.


Fundamental Tasks & Commands

The commands to do the following tasks should be memorized. If you have to look-up any of them up, you need to take the time to memorized them. Flashcards are a great tool for memorizing them.

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