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Data Science

111 Pins
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14 Sections
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3y
pyxelrr
By
Paweł Cisło
Source: https://sites.google.com/view/datascience-cheat-sheets
Source: https://sites.google.com/view/datascience-cheat-sheets
Source: https://sites.google.com/view/datascience-cheat-sheets

Aqeel Anwar cheat sheets

9 Pins
Credit: DataCamp
Credit: Vasily Zubarev (vas3k.com)

Machine Learning

21 Pins
Credit: Fjodor van Veen
Credit: Rubens Zimbres

Deep Learning

6 Pins
Data preprocessing (day 1)
Simple Linear Regression (day 2)
Credit: https://github.com/Avik-Jain/100-Days-Of-ML-Code

100 Days of ML Code by Avik Jain

10 Pins
Credit: Pierian Data

Optimisation

10 Pins
Source: https://en.wikipedia.org/wiki/Confusion_matrix

Evaluation

3 Pins
Source: https://www.graphpad.com/support/faq/what-is-the-difference-between-ordinal-interval-and-ratio-variables-why-should-i-care/
Source: https://sixsigmastats.com/learn-data-types/
Source: https://www.graphpad.com/support/faq/what-is-the-difference-between-ordinal-interval-and-ratio-variables-why-should-i-care/

Levels of measurement

3 Pins
Type of charts to use
Credit: https://uxplanet.org/10-rules-for-better-dashboard-design-ef68189d734c

Visualisation

3 Pins

Activation Functions

2 Pins
Source: https://www.datasciencecentral.com/profiles/blogs/different-probability-distributions-in-one-picture

Distributions

2 Pins
13 Common Mistakes Amateur Data Scientists Make and How to Avoid Them | Credit: Analytics Vidhya
Data fallacies to avoid | Credit: Geckoboard.com

Fallacies to avoid

2 Pins
Credit: Business Broadway
Credit: https://towardsdatascience.com/data-scientists-are-thinkers-a36cc186d570
Credit: Amadus

Career

6 Pins
The Ultimate Learning Path to Become a Data Scientist and Master Machine Learning in 2019 | Credit: Analytics Vidhya
11 Steps to Transition into Data Science (for Reporting / MIS / BI Professionals) | Credit: Analytics Vidhya

Learning Path

2 Pins
Joseph Redmon - creator of the popular object detection algorithm YOLO (You Only Look Once)

Funny :)

14 Pins