├── .gitattributes ├── Artificial Intelligence └── ai4all.pdf ├── Big Data Analytics └── BIG Data Analytics.pdf ├── Data Mining └── Data Mining Process, Techniques, Tools.pdf ├── Data Science ├── Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data.pdf ├── Data Science Cheat Sheet(Python&R).pdf ├── Data Science Cheat Sheet.pdf └── Graphics.pdf ├── Data Warehouse └── Data Warehouse Concepts.pdf ├── Deep Learning └── super-cheatsheet-deep-learning.pdf ├── Excel ├── DAX.pdf ├── Excel Cheat Sheet.pdf ├── Excel Formulas Cheat Sheet.pdf ├── Pivot Table.pdf └── powerpivot.pdf ├── Machine Learning ├── ML Cheat Sheet.pdf ├── Machine Learning Cheatsheet.pdf ├── Machine Learning Cheatsheet_NEW.pdf ├── Machine Learning Modelling in R.pdf └── mlr.pdf ├── Mathematics ├── Algebra_Cheat_Sheet.pdf ├── LinearAlgebra.pdf └── all_in_one_cheat_sheet_v2.6_web.pdf ├── Ordinary Differential Equations ├── Linear Algebra and Calculus.pdf ├── calculus.pdf ├── cheatsheet-applications.pdf ├── cheatsheet-first-ode.pdf ├── cheatsheet-second-ode.pdf ├── linear-algebra.pdf └── trigonometry.pdf ├── Probability ├── cheatsheet-probability.pdf └── probability_cheatsheet.pdf ├── Python ├── 100_numpy_exercises.pdf ├── PythonForDataScience.pdf ├── Python_cheatsheet.pdf ├── pandas-10min.pdf ├── pandas_cheat_sheet.pdf └── python-cheatsheets-ds.pdf ├── R Cheat Sheet └── R Cheat Sheets.pdf ├── README.md ├── SQL ├── SQL for DS.pdf └── SQL-cheat-sheet.pdf └── Statistics └── cheatsheet-statistics.pdf /.gitattributes: -------------------------------------------------------------------------------- 1 | # Auto detect text files and perform LF normalization 2 | * text=auto 3 | -------------------------------------------------------------------------------- /Artificial Intelligence/ai4all.pdf: -------------------------------------------------------------------------------- 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2 | Created by Asif Bhat 3 |

4 | 5 |

6 | LinkedIn Asif Bhat 7 |

8 | 9 | # Data Science Cheatsheets 10 | 11 | List of Data Science Cheatsheets : 12 | 13 | ## Table of Contents 14 | - [Artificial Intelligence](https://github.com/FavioVazquez/ds-cheatsheets#artificial-intelligence) 15 | - [Big Data Analytics](https://github.com/abhat222/Data-Science--Cheat-Sheet#big-data-analytics) 16 | - [Big Data](https://github.com/FavioVazquez/ds-cheatsheets#big-data) 17 | - [Data Engineering](https://github.com/abhat222/Data-Science--Cheat-Sheet#data-engineering) 18 | - [Data Mining](https://github.com/abhat222/Data-Science--Cheat-Sheet#data-mining) 19 | - [Data Science](https://github.com/abhat222/Data-Science--Cheat-Sheet#data-science) 20 | - [Data Visualization](https://github.com/abhat222/Data-Science--Cheat-Sheet#data-visualization) 21 | - [Deep Learning](https://github.com/abhat222/Data-Science--Cheat-Sheet#deep-learning) 22 | - [Machine Learning](https://github.com/abhat222/Data-Science--Cheat-Sheet#machine-learning) 23 | - [SQL](https://github.com/abhat222/Data-Science--Cheat-Sheet#sql) 24 | - [Python](https://github.com/abhat222/Data-Science--Cheat-Sheet#python) 25 | 26 | # Python 27 | 28 | Illustration      Illustration                                   Python Cheat Sheet                                                                 Spacy Cheat Sheet
29 | 30 | 31 | Illustration      Illustration                                   Data Analysis with Pandas                                              Pandas (Reading and Writing Data)
32 | 33 | 34 | Illustration      Illustration                                   Python for Data Science                                                                  100 Numpy Exercises
35 | 36 | 37 | Illustration      Illustration                             Python for Data Analysis                                                              10 Minutes to Pandas
38 | 39 | # R Language 40 | 41 | Illustration      Illustration                                   R Cheat Sheet                                                                    R (Basics & Advanced)
42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | # Machine Learning 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | # Deep Learning 77 | 78 | -------------------------------------------------------------------------------- /SQL/SQL for DS.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataScienceResearchPeru/Data-Science--Cheat-Sheet/8b92aaada4b7a9a094f4d5bb2f16c81679f4f72b/SQL/SQL for DS.pdf -------------------------------------------------------------------------------- /SQL/SQL-cheat-sheet.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataScienceResearchPeru/Data-Science--Cheat-Sheet/8b92aaada4b7a9a094f4d5bb2f16c81679f4f72b/SQL/SQL-cheat-sheet.pdf -------------------------------------------------------------------------------- /Statistics/cheatsheet-statistics.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataScienceResearchPeru/Data-Science--Cheat-Sheet/8b92aaada4b7a9a094f4d5bb2f16c81679f4f72b/Statistics/cheatsheet-statistics.pdf --------------------------------------------------------------------------------