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Data Science

111 Pins
·
14 Sections
·
2y
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
a diagram showing how to use the heat sheet for an electric vehicle's engine
Data Science Statistics
Machine Learning Deep Learning
Data Science Learning
Cool Science Facts
Basic Math Skills
Physics And Mathematics
Basic Math
Free Tips
Learn To Code
Bias-Variance Tradeoff [Cheat Sheet]
Source: https://sites.google.com/view/datascience-cheat-sheets
the mind map for machine learning and design teams is shown in red, green, yellow and blue
Learning Design
Data Analysis
Design Patterns
Data Science
Machine Learning
Pattern Design
Science
Map
Pattern
Machine Learning Design Patterns
an image of two cartoon faces with words in the bottom right corner, and another caption below
Meta Learning
Academic Paper
Customer Stories
Software Development
Coding
ML Paper Titles
the poster for my little pony rescue
Creative Cv
Best Resume
Resume Template Free
Curriculum Vitae
Job Hunting
Resume Writing
Resume Design
Resume Examples
Visual Communication
Resume of Joseph Redmon
Joseph Redmon - creator of the popular object detection algorithm YOLO (You Only Look Once)
there are many different pictures on this page
Science Careers
University Of Chicago
Reading Between The Lines
The University Of Chicago
Time Series
Job Seekers
Data Scientist
One Job
Linkedin Profile
As seen by users of... (Stata, R, SAS, Python, SPSS)
a table that has some different types of information on it, including text and numbers
Matrix
Confusion Matrix
Source: https://en.wikipedia.org/wiki/Confusion_matrix
two circles with the same number of different elements in each circle, one is labeled as true
Statistics Math
Medical Pins
Decision Tree
Digital Data
Interview Questions And Answers
Learning Techniques
Study Material
Precision and Recall
a diagram showing the different types of negative and negative expressions
Data Cleansing
Economics Lessons
How The Universe Works
Model Training
Physics Formulas
Science Learning
Teaching English Grammar
Confusion Matrix
a flow diagram with different types of data and information in the same area, including graphs
Chi Square
Statistical Analysis
Predictive Analytics
Data Analyst
Research Methods
Data Mining
Applied Science
Statistical distributions in one picture
an image of different types of functions in the computer system, including two lines and one line
Tensorflow Cheatsheet
Basic Computer Programming
Artificial Neural Network
Engineering Science
Neural Network
Computer Basics
Business Analysis
Activation Functions for Artificial Neural Networks | Credit: Sebastian Raschka
Related searches
Deep learning
Machine learning deep learning
Data analytics
Data analysis
Data visualization
the table shows two different types of numbers and their corresponding functions for each type of function
Marketing Analyst
Positive Numbers
Linear Function
Noam Chomsky
Science Articles
Activation Functions for Neural Networks
a diagram with different types of words in it
Poisson Distribution
Standard Deviation
Student Information
Education Level
Deep Learning
Quantitative (Numerical) vs Qualitative (Categorical)
Source: https://www.graphpad.com/support/faq/what-is-the-difference-between-ordinal-interval-and-ratio-variables-why-should-i-care/
the table shows three different types of data storage and information processing systems, with each one being
Data Types
Scales
Four primary types of scales of measurement: nominal, ordinal, interval and ratio
Source: https://sixsigmastats.com/learn-data-types/
a poster showing the different levels of learning
Osi Model
Linear Relationships
Supervised Learning
Logistic Regression
Linear Regression
Object Oriented Programming
Levels Of Understanding
Top Machine Learning Algorithms
Credit: DataCamp
a diagram with several different types of lines and numbers on it, including the number of each
Cheat Sheets
Statistics
Models
Statistical models
Credit: https://www.linkedin.com/posts/adrianolszewski_rockyour-rstats-datascience-activity-6612425857552252929-59J5/