diff --git a/Algorithms/Algorithms.pdf b/Algorithms/Algorithms.pdf new file mode 100644 index 00000000..d46d17e5 Binary files /dev/null and b/Algorithms/Algorithms.pdf differ diff --git a/Artificial Intelligence/Cheat Sheets for AI.pdf b/Artificial Intelligence/Cheat Sheets for AI.pdf new file mode 100644 index 00000000..197065b9 Binary files /dev/null and b/Artificial Intelligence/Cheat Sheets for AI.pdf differ diff --git a/Artificial Intelligence/README.md b/Artificial Intelligence/README.md new file mode 100644 index 00000000..fd0ee34f --- /dev/null +++ b/Artificial Intelligence/README.md @@ -0,0 +1 @@ +# Artificial Intelligence Cheat Sheet diff --git a/Artificial Intelligence/super-cheatsheet-artificial-intelligence.pdf b/Artificial Intelligence/super-cheatsheet-artificial-intelligence.pdf new file mode 100644 index 00000000..fa0348cb Binary files /dev/null and b/Artificial Intelligence/super-cheatsheet-artificial-intelligence.pdf differ diff --git a/Big Data/AP.pdf b/Big 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Data/README.md b/Big Data/README.md new file mode 100644 index 00000000..0719dc3f --- /dev/null +++ b/Big Data/README.md @@ -0,0 +1 @@ +# Big Data Cheat Sheet diff --git a/Big Data/big-data-analytics-emerging-architecture.pdf b/Big Data/big-data-analytics-emerging-architecture.pdf new file mode 100644 index 00000000..3eb2e925 Binary files /dev/null and b/Big Data/big-data-analytics-emerging-architecture.pdf differ diff --git a/Big Data/bigdata-case-studybook_final.pdf b/Big Data/bigdata-case-studybook_final.pdf new file mode 100644 index 00000000..76707f18 Binary files /dev/null and b/Big Data/bigdata-case-studybook_final.pdf differ diff --git a/Big Data/hadoop-and-spark-performance-for-the-enterprise.pdf b/Big Data/hadoop-and-spark-performance-for-the-enterprise.pdf new file mode 100644 index 00000000..9388fcb7 Binary files /dev/null and b/Big Data/hadoop-and-spark-performance-for-the-enterprise.pdf differ diff --git a/Big Data/hadoop-hdfs-commands-cheatsheet.pdf b/Big 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Engineering/GDE.pdf new file mode 100644 index 00000000..55352766 Binary files /dev/null and b/Data Engineering/GDE.pdf differ diff --git a/Data Engineering/README.md b/Data Engineering/README.md new file mode 100644 index 00000000..20242b83 --- /dev/null +++ b/Data Engineering/README.md @@ -0,0 +1 @@ +# Data Engineering Cheat Sheet diff --git a/Data Mining/Data Mining Process, Techniques, Tools.pdf b/Data Mining/Data Mining Process, Techniques, Tools.pdf new file mode 100644 index 00000000..08731f34 Binary files /dev/null and b/Data Mining/Data Mining Process, Techniques, Tools.pdf differ diff --git a/Data Mining/OLTP vs OLAP.pdf b/Data Mining/OLTP vs OLAP.pdf new file mode 100644 index 00000000..eec0f776 Binary files /dev/null and b/Data Mining/OLTP vs OLAP.pdf differ diff --git a/Data Mining/README.md b/Data Mining/README.md new file mode 100644 index 00000000..d7085aba --- /dev/null +++ b/Data Mining/README.md @@ -0,0 +1 @@ +# Data Mining Cheat Sheet diff --git a/Data Mining/What Is Data Warehousing.pdf b/Data Mining/What Is Data Warehousing.pdf new file mode 100644 index 00000000..584664e5 Binary files /dev/null and b/Data Mining/What Is Data Warehousing.pdf differ diff --git a/Data Mining/What is Dimensional Model.pdf b/Data Mining/What is Dimensional Model.pdf new file mode 100644 index 00000000..8840c9e3 Binary files /dev/null and b/Data Mining/What is Dimensional Model.pdf differ diff --git a/Data Mining/What is OLAP.pdf b/Data Mining/What is OLAP.pdf new file mode 100644 index 00000000..ab2b647e Binary files /dev/null and b/Data Mining/What is OLAP.pdf differ diff --git a/Data Science/50YearsDataScience-1533532686598.pdf b/Data Science/50YearsDataScience-1533532686598.pdf new file mode 100644 index 00000000..6dc66eb9 Binary files /dev/null and b/Data Science/50YearsDataScience-1533532686598.pdf differ diff --git a/Data Science/BIvsDS.jpg b/Data Science/BIvsDS.jpg new file mode 100644 index 00000000..90860a71 Binary files /dev/null and b/Data 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differ diff --git a/Data Science/INTRODUCTION TO DATA SCIENCE.pdf b/Data Science/INTRODUCTION TO DATA SCIENCE.pdf new file mode 100644 index 00000000..fa48552a Binary files /dev/null and b/Data Science/INTRODUCTION TO DATA SCIENCE.pdf differ diff --git a/Data Science/PythonForDataScience.pdf b/Data Science/PythonForDataScience.pdf new file mode 100644 index 00000000..064f85b8 Binary files /dev/null and b/Data Science/PythonForDataScience.pdf differ diff --git a/Data Science/README.md b/Data Science/README.md new file mode 100644 index 00000000..5fc372a9 --- /dev/null +++ b/Data Science/README.md @@ -0,0 +1 @@ +# Data Science Cheat Sheet diff --git a/Data Science/The 5 Feature Selection Algorithms every Data Scientist should know.pdf b/Data Science/The 5 Feature Selection Algorithms every Data Scientist should know.pdf new file mode 100644 index 00000000..e7502462 Binary files /dev/null and b/Data Science/The 5 Feature Selection Algorithms every Data Scientist should know.pdf differ diff --git a/Data Science/The-365-Data-Science-Booklet.pdf b/Data Science/The-365-Data-Science-Booklet.pdf new file mode 100644 index 00000000..003ef857 Binary files /dev/null and b/Data Science/The-365-Data-Science-Booklet.pdf differ diff --git a/Data Science/The-365-Data-Science-Guide.pdf b/Data Science/The-365-Data-Science-Guide.pdf new file mode 100644 index 00000000..627e49db Binary files /dev/null and b/Data Science/The-365-Data-Science-Guide.pdf differ diff --git a/Data Science/The-Ultimate-Guide-to-Effective-Data-Collection.pdf b/Data Science/The-Ultimate-Guide-to-Effective-Data-Collection.pdf new file mode 100644 index 00000000..6c6309e0 Binary files /dev/null and b/Data Science/The-Ultimate-Guide-to-Effective-Data-Collection.pdf differ diff --git a/Data Science/Top Data Science Libraries.pdf b/Data Science/Top Data Science Libraries.pdf new file mode 100644 index 00000000..ef89773d Binary files /dev/null and b/Data Science/Top Data Science Libraries.pdf differ diff --git a/Data Science/Ultimate Guide to Data Cleaning.pdf b/Data Science/Ultimate Guide to Data Cleaning.pdf new file mode 100644 index 00000000..f40919a4 Binary files /dev/null and b/Data Science/Ultimate Guide to Data Cleaning.pdf differ diff --git a/Data Science/VIP Cheat Sheet (ML , DL , AI).pdf b/Data Science/VIP Cheat Sheet (ML , DL , AI).pdf new file mode 100644 index 00000000..d11ba55a Binary files /dev/null and b/Data Science/VIP Cheat Sheet (ML , DL , AI).pdf differ diff --git a/Data Science/What is Exploratory Data Analysis_ - Towards Data Science.pdf b/Data Science/What is Exploratory Data Analysis_ - Towards Data Science.pdf new file mode 100644 index 00000000..120ee766 Binary files /dev/null and b/Data Science/What is Exploratory Data Analysis_ - Towards Data Science.pdf differ diff --git a/Data Science/beginners_guide_to_data_science-_a_twics_guide__1_.pdf b/Data Science/beginners_guide_to_data_science-_a_twics_guide__1_.pdf new file mode 100644 index 00000000..40c78d91 Binary files /dev/null and b/Data Science/beginners_guide_to_data_science-_a_twics_guide__1_.pdf differ diff --git a/Data Science/building-data-science-teams.pdf b/Data Science/building-data-science-teams.pdf new file mode 100644 index 00000000..dabaf1c5 Binary files /dev/null and b/Data Science/building-data-science-teams.pdf differ diff --git a/Data Science/how-data-science-is-transforming-health-care.pdf b/Data Science/how-data-science-is-transforming-health-care.pdf new file mode 100644 index 00000000..15ac92bf Binary files /dev/null and b/Data Science/how-data-science-is-transforming-health-care.pdf differ diff --git a/Data Visualization/Advanced_Plotting.pdf b/Data Visualization/Advanced_Plotting.pdf new file mode 100644 index 00000000..ce184670 Binary files /dev/null and b/Data Visualization/Advanced_Plotting.pdf differ diff --git a/Data Visualization/Awesome Visualization Techniques for every dataset.pdf b/Data Visualization/Awesome Visualization Techniques for every dataset.pdf new file mode 100644 index 00000000..82ef2e17 Binary files /dev/null and b/Data Visualization/Awesome Visualization Techniques for every dataset.pdf differ diff --git a/Data Visualization/Data Visualization in R.pdf b/Data Visualization/Data Visualization in R.pdf new file mode 100644 index 00000000..f64505b1 Binary files /dev/null and b/Data Visualization/Data Visualization in R.pdf differ diff --git "a/Data Visualization/Data Visualization \342\200\223 How to Pick the Right Chart Type.pdf" "b/Data Visualization/Data Visualization \342\200\223 How to Pick the Right Chart Type.pdf" new file mode 100644 index 00000000..888cfeee Binary files /dev/null and "b/Data Visualization/Data Visualization \342\200\223 How to Pick the Right Chart Type.pdf" differ diff --git a/Data Visualization/Data_Visualization_101_How_to_Design_Charts_and_Graphs.pdf b/Data Visualization/Data_Visualization_101_How_to_Design_Charts_and_Graphs.pdf new file mode 100644 index 00000000..1e762304 Binary files /dev/null and b/Data Visualization/Data_Visualization_101_How_to_Design_Charts_and_Graphs.pdf differ diff --git a/Data Visualization/Data_Visualization_Grossberg_lecture1.pdf b/Data Visualization/Data_Visualization_Grossberg_lecture1.pdf new file mode 100644 index 00000000..a850ec83 Binary files /dev/null and b/Data Visualization/Data_Visualization_Grossberg_lecture1.pdf differ diff --git a/Data Visualization/Graphics.pdf b/Data Visualization/Graphics.pdf new file mode 100644 index 00000000..0ac1d01f Binary files /dev/null and b/Data Visualization/Graphics.pdf differ diff --git a/Data Visualization/Practical Statistics & Visualization With Python & Plotly.pdf b/Data Visualization/Practical Statistics & Visualization With Python & Plotly.pdf new file mode 100644 index 00000000..5e3b0f32 Binary files /dev/null and b/Data Visualization/Practical Statistics & Visualization With Python & Plotly.pdf differ diff --git a/Data Visualization/README.md b/Data Visualization/README.md new file mode 100644 index 00000000..e6119183 --- /dev/null +++ b/Data Visualization/README.md @@ -0,0 +1 @@ +# Data Visualization Cheat Sheet diff --git a/Data Visualization/The Art of Effective Visualization of Multi-dimensional Data.pdf b/Data Visualization/The Art of Effective Visualization of Multi-dimensional Data.pdf new file mode 100644 index 00000000..dcfc296b Binary files /dev/null and b/Data Visualization/The Art of Effective Visualization of Multi-dimensional Data.pdf differ diff --git a/Data Visualization/The Next Level of Data Visualization in Python - Towards Data Science.pdf b/Data Visualization/The Next Level of Data Visualization in Python - Towards Data Science.pdf new file mode 100644 index 00000000..5caed0da Binary files /dev/null and b/Data Visualization/The Next Level of Data Visualization in Python - Towards Data Science.pdf differ diff --git a/Data Visualization/data-visualization-storytelling.pdf b/Data Visualization/data-visualization-storytelling.pdf new file mode 100644 index 00000000..6ec0a810 Binary files /dev/null and b/Data Visualization/data-visualization-storytelling.pdf differ diff --git a/Data Visualization/desktop.ini b/Data Visualization/desktop.ini new file mode 100644 index 00000000..bf211100 --- /dev/null +++ b/Data Visualization/desktop.ini @@ -0,0 +1,3 @@ +[LocalizedFileNames] +Awesome Visualization Techniques for every dataset.pdf=@Awesome Visualization Techniques for every dataset.pdf,0 +ML_AndrewNG.pdf=@ML_AndrewNG.pdf,0 diff --git a/Data Visualization/ggplot2.pdf b/Data Visualization/ggplot2.pdf new file mode 100644 index 00000000..ff4b4bb1 Binary files /dev/null and b/Data Visualization/ggplot2.pdf differ diff --git a/Data Visualization/ggplot2_cheatsheet.pdf b/Data Visualization/ggplot2_cheatsheet.pdf new file mode 100644 index 00000000..7806bfdd Binary files /dev/null and b/Data Visualization/ggplot2_cheatsheet.pdf differ diff --git a/Data Visualization/plotly.pdf b/Data Visualization/plotly.pdf new file mode 100644 index 00000000..d9f5fca3 Binary files /dev/null and b/Data Visualization/plotly.pdf differ diff --git "a/Data Visualization/\342\234\250 Introducing Plotly Express \342\234\250 - Plotly - Medium.pdf" "b/Data Visualization/\342\234\250 Introducing Plotly Express \342\234\250 - Plotly - Medium.pdf" new file mode 100644 index 00000000..7bf70f79 Binary files /dev/null and "b/Data Visualization/\342\234\250 Introducing Plotly Express \342\234\250 - Plotly - Medium.pdf" differ diff --git a/Data Warehouse/Data Warehouse Concepts.pdf b/Data Warehouse/Data Warehouse Concepts.pdf new file mode 100644 index 00000000..f4a34e75 Binary files /dev/null and b/Data Warehouse/Data Warehouse Concepts.pdf differ diff --git a/Data Warehouse/README.md b/Data Warehouse/README.md new file mode 100644 index 00000000..55f63f6e --- /dev/null +++ b/Data Warehouse/README.md @@ -0,0 +1 @@ +# Data Warehouse Cheat Sheet diff --git a/Deep Learning/A Selective Overview of Deep Learning.pdf b/Deep Learning/A Selective Overview of Deep Learning.pdf new file mode 100644 index 00000000..18a5c343 Binary files /dev/null and b/Deep Learning/A Selective Overview of Deep Learning.pdf differ diff --git a/Deep Learning/Coursera Deep Learning course Notes.pdf b/Deep Learning/Coursera Deep Learning course Notes.pdf new file mode 100644 index 00000000..b03cabd1 Binary files /dev/null and b/Deep Learning/Coursera Deep Learning course Notes.pdf differ diff --git a/Deep Learning/Interview Questions.pdf b/Deep Learning/Interview Questions.pdf new file mode 100644 index 00000000..0527332a Binary files /dev/null and b/Deep Learning/Interview Questions.pdf differ diff --git a/Deep Learning/Math of Deep Learning Neural Networks.pdf b/Deep Learning/Math of Deep Learning Neural Networks.pdf new file mode 100644 index 00000000..7405576a Binary files /dev/null and b/Deep Learning/Math of Deep Learning Neural Networks.pdf differ diff --git a/Deep Learning/README.md b/Deep Learning/README.md new file mode 100644 index 00000000..228ff38e --- /dev/null +++ b/Deep Learning/README.md @@ -0,0 +1 @@ +# Deep Learning Cheat Sheet diff --git a/Deep Learning/nli_tutorial.pdf b/Deep Learning/nli_tutorial.pdf new file mode 100644 index 00000000..52bd5a8f Binary files /dev/null and b/Deep Learning/nli_tutorial.pdf differ diff --git a/DevOps/Ansible-Cheat_Sheet_Edureka.png b/DevOps/Ansible-Cheat_Sheet_Edureka.png new file mode 100644 index 00000000..814d083a Binary files /dev/null and b/DevOps/Ansible-Cheat_Sheet_Edureka.png differ diff --git a/DevOps/DevOps.pdf b/DevOps/DevOps.pdf new file mode 100644 index 00000000..abd87eef Binary files /dev/null and b/DevOps/DevOps.pdf differ diff --git a/DevOps/Docker Cheat Sheet.pdf b/DevOps/Docker Cheat Sheet.pdf new file mode 100644 index 00000000..0816a61e Binary files /dev/null and b/DevOps/Docker Cheat Sheet.pdf differ diff --git a/DevOps/README.md b/DevOps/README.md new file mode 100644 index 00000000..8478cc49 --- /dev/null +++ b/DevOps/README.md @@ -0,0 +1 @@ +# DevOps Cheat Sheet diff --git a/DevOps/docker CLI & Dockerfile Cheat Sheet.pdf b/DevOps/docker CLI & Dockerfile Cheat Sheet.pdf new file mode 100644 index 00000000..6795487e Binary files /dev/null and b/DevOps/docker CLI & Dockerfile Cheat Sheet.pdf differ diff --git a/DevOps/docker_cheat sheet.pdf b/DevOps/docker_cheat sheet.pdf new file mode 100644 index 00000000..6795487e Binary files /dev/null and b/DevOps/docker_cheat sheet.pdf differ diff --git a/DevOps/kubernetes.pdf b/DevOps/kubernetes.pdf new file mode 100644 index 00000000..a6e95ad1 Binary files /dev/null and b/DevOps/kubernetes.pdf differ diff --git a/DevOps/periodic-table-of-devops-tools-v3.pdf b/DevOps/periodic-table-of-devops-tools-v3.pdf new file mode 100644 index 00000000..633c7988 Binary files /dev/null and b/DevOps/periodic-table-of-devops-tools-v3.pdf differ diff --git a/Docker & Kubernetes/Kubectl-Commands-Cheat-Sheet.png b/Docker & Kubernetes/Kubectl-Commands-Cheat-Sheet.png new file mode 100644 index 00000000..c76383bf Binary files /dev/null and b/Docker & Kubernetes/Kubectl-Commands-Cheat-Sheet.png differ diff --git a/Docker & Kubernetes/README.md b/Docker & Kubernetes/README.md new file mode 100644 index 00000000..d0ed04a2 --- /dev/null +++ b/Docker & Kubernetes/README.md @@ -0,0 +1 @@ +# Docker & Kubernetes Cheat Sheet diff --git a/Docker & Kubernetes/docker-cheat-sheet.png b/Docker & Kubernetes/docker-cheat-sheet.png new file mode 100644 index 00000000..b52b00bb Binary files /dev/null and b/Docker & Kubernetes/docker-cheat-sheet.png differ diff --git a/Docker & Kubernetes/kubectl_cheat_sheet.jpg b/Docker & Kubernetes/kubectl_cheat_sheet.jpg new file mode 100644 index 00000000..3abcf0fc Binary files /dev/null and b/Docker & Kubernetes/kubectl_cheat_sheet.jpg differ diff --git a/Excel/README.md b/Excel/README.md new file mode 100644 index 00000000..f2af373a --- /dev/null +++ b/Excel/README.md @@ -0,0 +1 @@ +# Excel Cheat Sheet diff --git a/Git/GitNotesForProfessionals.pdf b/Git/GitNotesForProfessionals.pdf new file mode 100644 index 00000000..5b64084d Binary files /dev/null and b/Git/GitNotesForProfessionals.pdf differ diff --git a/Git/README.md b/Git/README.md new file mode 100644 index 00000000..cf8178aa --- /dev/null +++ b/Git/README.md @@ -0,0 +1,2 @@ +# Git Cheat Sheet + diff --git a/Git/atlassian-git-cheatsheet.pdf b/Git/atlassian-git-cheatsheet.pdf new file mode 100644 index 00000000..4f629b26 Binary files /dev/null and b/Git/atlassian-git-cheatsheet.pdf differ diff --git a/Git/git-cheat-sheet.pdf b/Git/git-cheat-sheet.pdf new file mode 100644 index 00000000..e3e34ee6 Binary files /dev/null and b/Git/git-cheat-sheet.pdf differ diff --git a/Git/git_cheat_sheet.pdf b/Git/git_cheat_sheet.pdf new file mode 100644 index 00000000..fde35181 Binary files /dev/null and b/Git/git_cheat_sheet.pdf differ diff --git a/Images/100_numpy.PNG b/Images/100_numpy.PNG new file mode 100644 index 00000000..801bf006 Binary files /dev/null and b/Images/100_numpy.PNG differ diff --git a/Images/101_numpy_exercises.jpg b/Images/101_numpy_exercises.jpg new file mode 100644 index 00000000..726a0f71 Binary files /dev/null and b/Images/101_numpy_exercises.jpg differ diff --git a/Images/DA_Pandas.PNG b/Images/DA_Pandas.PNG new file mode 100644 index 00000000..7d28b44d Binary files /dev/null and b/Images/DA_Pandas.PNG differ diff --git a/Images/Pandas_10mins.PNG b/Images/Pandas_10mins.PNG new file mode 100644 index 00000000..7e618b64 Binary files /dev/null and b/Images/Pandas_10mins.PNG differ diff --git a/Images/PythonForDS.PNG b/Images/PythonForDS.PNG new file mode 100644 index 00000000..d61d48c6 Binary files /dev/null and b/Images/PythonForDS.PNG differ diff --git a/Images/R.PNG b/Images/R.PNG new file mode 100644 index 00000000..382f37c6 Binary files /dev/null and b/Images/R.PNG differ diff --git a/Images/README.md b/Images/README.md new file mode 100644 index 00000000..3b3ee001 --- /dev/null +++ b/Images/README.md @@ -0,0 +1 @@ +# Images Cheat Sheet diff --git a/Images/RW_Panda.PNG b/Images/RW_Panda.PNG new file mode 100644 index 00000000..853a083d Binary files /dev/null and b/Images/RW_Panda.PNG differ diff --git a/Images/R_cheatsheet.PNG b/Images/R_cheatsheet.PNG new file mode 100644 index 00000000..38a081b8 Binary files /dev/null and b/Images/R_cheatsheet.PNG differ diff --git a/Images/SpaCy.PNG b/Images/SpaCy.PNG new file mode 100644 index 00000000..1fdf336b Binary files /dev/null and b/Images/SpaCy.PNG differ diff --git a/Images/python_cheatsheet.PNG b/Images/python_cheatsheet.PNG new file mode 100644 index 00000000..1593540f Binary files /dev/null and b/Images/python_cheatsheet.PNG differ diff --git a/Images/pythonforDA.PNG b/Images/pythonforDA.PNG new file mode 100644 index 00000000..987d49d2 Binary files /dev/null and b/Images/pythonforDA.PNG differ diff --git "a/Interview Questions/A Beginner\342\200\231s Guide to\302\240 Getting Your First Data\302\240 Science Job 2019 Edition.pdf" "b/Interview Questions/A Beginner\342\200\231s Guide to\302\240 Getting Your First Data\302\240 Science Job 2019 Edition.pdf" new file mode 100644 index 00000000..063de63a Binary files /dev/null and "b/Interview Questions/A Beginner\342\200\231s Guide to\302\240 Getting Your First Data\302\240 Science Job 2019 Edition.pdf" differ diff --git a/Interview Questions/AI Questions.pdf b/Interview Questions/AI Questions.pdf new file mode 100644 index 00000000..dee3492e Binary files /dev/null and b/Interview Questions/AI Questions.pdf differ diff --git a/Interview Questions/Data Science Interview Questions.pdf b/Interview Questions/Data Science Interview Questions.pdf new file mode 100644 index 00000000..0ab58cda Binary files /dev/null and b/Interview Questions/Data Science Interview Questions.pdf differ diff --git a/Interview Questions/Getting Your First Job in DS.pdf b/Interview Questions/Getting Your First Job in DS.pdf new file mode 100644 index 00000000..0323711b Binary files /dev/null and b/Interview 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a/Interview Questions/Top Deep Learning Interview Questions You Must Know.pdf b/Interview Questions/Top Deep Learning Interview Questions You Must Know.pdf new file mode 100644 index 00000000..0527332a Binary files /dev/null and b/Interview Questions/Top Deep Learning Interview Questions You Must Know.pdf differ diff --git a/Linux/Linux Cheat Sheet.pdf b/Linux/Linux Cheat Sheet.pdf new file mode 100644 index 00000000..a37957f5 Binary files /dev/null and b/Linux/Linux Cheat Sheet.pdf differ diff --git a/Linux/Linux Command Line Cheat Sheet.pdf b/Linux/Linux Command Line Cheat Sheet.pdf new file mode 100644 index 00000000..e8356bf4 Binary files /dev/null and b/Linux/Linux Command Line Cheat Sheet.pdf differ diff --git a/Linux/Linux.png b/Linux/Linux.png new file mode 100644 index 00000000..c9fa8ae1 Binary files /dev/null and b/Linux/Linux.png differ diff --git a/Linux/README.md b/Linux/README.md new file mode 100644 index 00000000..1bba76b0 --- /dev/null +++ b/Linux/README.md @@ -0,0 +1 @@ +# Linux Cheat Sheet diff --git a/Linux/systemd.cheat.sheet.png b/Linux/systemd.cheat.sheet.png new file mode 100644 index 00000000..ebe4510b Binary files /dev/null and b/Linux/systemd.cheat.sheet.png differ diff --git a/Machine Learning/Applied Machine Learning Problem Solving Framework.jpg b/Machine Learning/Applied Machine Learning Problem Solving Framework.jpg new file mode 100644 index 00000000..594c0bb9 Binary files /dev/null and b/Machine Learning/Applied Machine Learning Problem Solving Framework.jpg differ diff --git a/Machine Learning/Cheat Sheet Algorithms for Supervised and Unsupervised Learning.pdf b/Machine Learning/Cheat Sheet Algorithms for Supervised and Unsupervised Learning.pdf new file mode 100644 index 00000000..d54cfa16 Binary files /dev/null and b/Machine Learning/Cheat Sheet Algorithms for Supervised and Unsupervised Learning.pdf differ diff --git a/Machine Learning/Core of ML.pdf b/Machine Learning/Core of ML.pdf new file mode 100644 index 00000000..03742bf0 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Reference Sheet - ML , DL , AI.pdf b/Machine Learning/Quick Reference Sheet - ML , DL , AI.pdf new file mode 100644 index 00000000..d11ba55a Binary files /dev/null and b/Machine Learning/Quick Reference Sheet - ML , DL , AI.pdf differ diff --git a/Machine Learning/README.md b/Machine Learning/README.md new file mode 100644 index 00000000..de9fe940 --- /dev/null +++ b/Machine Learning/README.md @@ -0,0 +1 @@ +# Machine Learning Cheat Sheet diff --git a/Machine Learning/Self-Supervised Learning.pdf b/Machine Learning/Self-Supervised Learning.pdf new file mode 100644 index 00000000..f6fb34ef Binary files /dev/null and b/Machine Learning/Self-Supervised Learning.pdf differ diff --git a/Machine Learning/Statistics Machine Learning Python.pdf b/Machine Learning/Statistics Machine Learning Python.pdf new file mode 100644 index 00000000..96656537 Binary files /dev/null and b/Machine Learning/Statistics Machine Learning Python.pdf differ diff --git a/Machine 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+1 @@ +# Mathematics Cheat Sheet diff --git a/Mathematics/all_in_one_cheat_sheet_v2.6_web.pdf b/Mathematics/all_in_one_cheat_sheet_v2.6_web.pdf new file mode 100644 index 00000000..f59714cf Binary files /dev/null and b/Mathematics/all_in_one_cheat_sheet_v2.6_web.pdf differ diff --git a/Mathematics/vmls-slides.pdf b/Mathematics/vmls-slides.pdf new file mode 100644 index 00000000..4af7e344 Binary files /dev/null and b/Mathematics/vmls-slides.pdf differ diff --git a/Matlab/README.md b/Matlab/README.md new file mode 100644 index 00000000..6ef3e6e7 --- /dev/null +++ b/Matlab/README.md @@ -0,0 +1 @@ +# Matlab Cheat Sheet diff --git a/Matlab/matlab_guide.pdf b/Matlab/matlab_guide.pdf new file mode 100644 index 00000000..3578e2a8 Binary files /dev/null and b/Matlab/matlab_guide.pdf differ diff --git "a/NLP/A Practitioner's Guide to Natural Language Processing (Part I) \342\200\224 Processing & Understanding Text.pdf" "b/NLP/A Practitioner's Guide to Natural Language Processing (Part I) \342\200\224 Processing & Understanding Text.pdf" new file mode 100644 index 00000000..8b4f3d7b Binary files /dev/null and "b/NLP/A Practitioner's Guide to Natural Language Processing (Part I) \342\200\224 Processing & Understanding Text.pdf" differ diff --git a/NLP/Gentle Start to Natural Language Processing using Python.pdf b/NLP/Gentle Start to Natural Language Processing using Python.pdf new file mode 100644 index 00000000..ffb60a99 Binary files /dev/null and b/NLP/Gentle Start to Natural Language Processing using Python.pdf differ diff --git a/NLP/How to solve 90% of NLP problems_ a step-by-step guide.pdf b/NLP/How to solve 90% of NLP problems_ a step-by-step guide.pdf new file mode 100644 index 00000000..569c47bd Binary files /dev/null and b/NLP/How to solve 90% of NLP problems_ a step-by-step guide.pdf differ diff --git a/NLP/Machine Learning, NLP_ Text Classification using scikit-learn, python and NLTK_.pdf b/NLP/Machine Learning, NLP_ Text Classification using scikit-learn, python and NLTK_.pdf new file mode 100644 index 00000000..2798a19f Binary files /dev/null and b/NLP/Machine Learning, NLP_ Text Classification using scikit-learn, python and NLTK_.pdf differ diff --git a/NLP/NLP.pdf b/NLP/NLP.pdf new file mode 100644 index 00000000..c30072c7 Binary files /dev/null and b/NLP/NLP.pdf differ diff --git a/NLP/Natural Language Processing is Fun! - Adam Geitgey - Medium.pdf b/NLP/Natural Language Processing is Fun! - Adam Geitgey - Medium.pdf new file mode 100644 index 00000000..606a9a2b Binary files /dev/null and b/NLP/Natural Language Processing is Fun! - Adam Geitgey - Medium.pdf differ diff --git a/NLP/README.md b/NLP/README.md new file mode 100644 index 00000000..ca52111b --- /dev/null +++ b/NLP/README.md @@ -0,0 +1 @@ +# Natural Language Processing Cheat Sheet diff --git a/NLP/Speech and Language Processing.pdf b/NLP/Speech and Language Processing.pdf new file mode 100644 index 00000000..0c04a480 Binary files /dev/null and b/NLP/Speech and Language Processing.pdf differ diff --git a/NLP/desktop.ini b/NLP/desktop.ini new file mode 100644 index 00000000..e09b281f --- /dev/null +++ b/NLP/desktop.ini @@ -0,0 +1,6 @@ +[LocalizedFileNames] +Natural Language Processing is Fun! - Adam Geitgey - Medium.pdf=@Natural Language Processing is Fun! - Adam Geitgey - Medium.pdf,0 +Machine Learning, NLP_ Text Classification using scikit-learn, python and NLTK_.pdf=@Machine Learning, NLP_ Text Classification using scikit-learn, python and NLTK_.pdf,0 +How to solve 90% of NLP problems_ a step-by-step guide.pdf=@How to solve 90% of NLP problems_ a step-by-step guide.pdf,0 +A Practitioner's Guide to Natural Language Processing (Part I) — Processing & Understanding Text.pdf=@A Practitioner's Guide to Natural Language Processing (Part I) — Processing & Understanding Text.pdf,0 +Gentle Start to Natural Language Processing using Python.pdf=@Gentle Start to Natural Language Processing using Python.pdf,0 diff --git a/NLP/natural_language_processing_tutorial.pdf b/NLP/natural_language_processing_tutorial.pdf new file mode 100644 index 00000000..c026cbe1 Binary files /dev/null and b/NLP/natural_language_processing_tutorial.pdf differ diff --git a/Numpy/100_numpy_exercises.pdf b/Numpy/100_numpy_exercises.pdf new file mode 100644 index 00000000..ff95006e Binary files /dev/null and b/Numpy/100_numpy_exercises.pdf differ diff --git a/Numpy/NumPy Tutorial - A Complete Step-by-Step Guide with clear Examples.pdf b/Numpy/NumPy Tutorial - A Complete Step-by-Step Guide with clear Examples.pdf new file mode 100644 index 00000000..a90c7cff Binary files /dev/null and b/Numpy/NumPy Tutorial - A Complete Step-by-Step Guide with clear Examples.pdf differ diff --git a/Numpy/NumPy Tutorial Part 2 - Vital Functions for Data Analysis.pdf b/Numpy/NumPy Tutorial Part 2 - Vital Functions for Data Analysis.pdf new file mode 100644 index 00000000..cb574956 Binary files /dev/null and b/Numpy/NumPy Tutorial Part 2 - Vital 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100644 index 00000000..2b98f00b --- /dev/null +++ b/Ordinary Differential Equations/README.md @@ -0,0 +1 @@ +# Ordinary Differential Equations Cheat Sheet diff --git a/Pandas/10 Python Pandas tricks that make your work more efficient.pdf b/Pandas/10 Python Pandas tricks that make your work more efficient.pdf new file mode 100644 index 00000000..5840be32 Binary files /dev/null and b/Pandas/10 Python Pandas tricks that make your work more efficient.pdf differ diff --git a/Pandas/10 Python Pandas tricks to make data analysis more enjoyable.pdf b/Pandas/10 Python Pandas tricks to make data analysis more enjoyable.pdf new file mode 100644 index 00000000..49f956a5 Binary files /dev/null and b/Pandas/10 Python Pandas tricks to make data analysis more enjoyable.pdf differ diff --git a/Pandas/MANIPULATING DATAFRAMES WITH PANDAS.pdf b/Pandas/MANIPULATING DATAFRAMES WITH PANDAS.pdf new file mode 100644 index 00000000..437c2029 Binary files /dev/null and b/Pandas/MANIPULATING DATAFRAMES WITH PANDAS.pdf differ diff --git "a/Pandas/Pandas Exercises for Data Analysis \342\200\223 Machine Learning Plus.pdf" "b/Pandas/Pandas Exercises for Data Analysis \342\200\223 Machine Learning Plus.pdf" new file mode 100644 index 00000000..f23cb780 Binary files /dev/null and "b/Pandas/Pandas Exercises for Data Analysis \342\200\223 Machine Learning Plus.pdf" differ diff --git a/Pandas/README.md b/Pandas/README.md new file mode 100644 index 00000000..206d9a12 --- /dev/null +++ b/Pandas/README.md @@ -0,0 +1 @@ +# Pandas Cheat Sheet diff --git a/Pandas/Reading and Writing data with PANDAS.pdf b/Pandas/Reading and Writing data with PANDAS.pdf new file mode 100644 index 00000000..53ea33f3 Binary files /dev/null and b/Pandas/Reading and Writing data with PANDAS.pdf differ diff --git a/Pandas/Step by Step Guide to Data Cleaning with Python.pdf b/Pandas/Step by Step Guide to Data Cleaning with Python.pdf new file mode 100644 index 00000000..8152c7c8 Binary files /dev/null and b/Pandas/Step by Step 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b/Probability/README.md @@ -0,0 +1 @@ +# Probability Cheat Sheet diff --git a/Probability and Statistics/cheatsheet-probability.pdf b/Probability/cheatsheet-probability.pdf similarity index 100% rename from Probability and Statistics/cheatsheet-probability.pdf rename to Probability/cheatsheet-probability.pdf diff --git a/Probability and Statistics/probability_cheatsheet.pdf b/Probability/probability_cheatsheet.pdf similarity index 100% rename from Probability and Statistics/probability_cheatsheet.pdf rename to Probability/probability_cheatsheet.pdf diff --git a/Python/A guide to Face Detection in Python - Towards Data Science.pdf b/Python/A guide to Face Detection in Python - Towards Data Science.pdf new file mode 100644 index 00000000..75c21da4 Binary files /dev/null and b/Python/A guide to Face Detection in Python - Towards Data Science.pdf differ diff --git a/Python/An A-Z of useful Python tricks - freeCodeCamp.org - Medium.pdf b/Python/An A-Z of useful Python tricks - freeCodeCamp.org - Medium.pdf new file mode 100644 index 00000000..bc9f684a Binary files /dev/null and b/Python/An A-Z of useful Python tricks - freeCodeCamp.org - Medium.pdf differ diff --git a/Python/DataWrangling.pdf b/Python/DataWrangling.pdf new file mode 100644 index 00000000..a2544751 Binary files /dev/null and b/Python/DataWrangling.pdf differ diff --git a/Python/Face Detection with Python.pdf b/Python/Face Detection with Python.pdf new file mode 100644 index 00000000..b19d896c Binary files /dev/null and b/Python/Face Detection with Python.pdf differ diff --git a/Python/Guide to Python Print Function.pdf b/Python/Guide to Python Print Function.pdf new file mode 100644 index 00000000..49f6b519 Binary files /dev/null and b/Python/Guide to Python Print Function.pdf differ diff --git a/Python/How to Generate a Word Cloud of Any Shape in Python.pdf b/Python/How to Generate a Word Cloud of Any Shape in Python.pdf new file mode 100644 index 00000000..01663e40 Binary files /dev/null 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Python Cheat Sheet diff --git a/Python/Ultimate Guide To Speech Recognition With Python.pdf b/Python/Ultimate Guide To Speech Recognition With Python.pdf new file mode 100644 index 00000000..ba73aa91 Binary files /dev/null and b/Python/Ultimate Guide To Speech Recognition With Python.pdf differ diff --git a/Python/python-cheatsheets-ds.pdf b/Python/python-cheatsheets-ds.pdf new file mode 100644 index 00000000..45beb2bc Binary files /dev/null and b/Python/python-cheatsheets-ds.pdf differ diff --git a/Python/spaCy.pdf b/Python/spaCy.pdf new file mode 100644 index 00000000..159baedf Binary files /dev/null and b/Python/spaCy.pdf differ diff --git a/Python/web scrapping.pdf b/Python/web scrapping.pdf new file mode 100644 index 00000000..a55a7cce Binary files /dev/null and b/Python/web scrapping.pdf differ diff --git a/R Cheat Sheet/R Programming Cheat Sheet.pdf b/R Cheat Sheet/R Programming Cheat Sheet.pdf new file mode 100644 index 00000000..d968e6f4 Binary files /dev/null and b/R Cheat Sheet/R Programming Cheat Sheet.pdf differ diff --git a/R Cheat Sheet/README.md b/R Cheat Sheet/README.md new file mode 100644 index 00000000..6e33066a --- /dev/null +++ b/R Cheat Sheet/README.md @@ -0,0 +1 @@ +# R Cheat Sheet diff --git a/R Cheat Sheet/basicR.pdf b/R Cheat Sheet/basicR.pdf new file mode 100644 index 00000000..7133dd0d Binary files /dev/null and b/R Cheat Sheet/basicR.pdf differ diff --git a/R Cheat Sheet/shiny-cheatsheet.pdf b/R Cheat Sheet/shiny-cheatsheet.pdf new file mode 100644 index 00000000..aedf1898 Binary files /dev/null and b/R Cheat Sheet/shiny-cheatsheet.pdf differ diff --git a/README.md b/README.md index a6d16780..10448541 100644 --- a/README.md +++ b/README.md @@ -1 +1,95 @@ -# Data Science (Cheat Sheet) +

+Created by Asif Bhat +

+ +

+ LinkedIn Asif Bhat +

+ +# Data Science Cheatsheets + +List of Data Science Cheatsheets : + +## Table of Contents +- [Artificial Intelligence](Artificial%20Intelligence/README.md) +- [Big Data](Big%20Data/README.md) +- [Data Engineering](Data%20Engineering/README.md) +- [Data Mining](Data%20Mining/README.md) +- [Data Science](Data%20Science/README.md) +- [Data Visualization](Data%20Visualization/README.md) +- [Data Warehouse](Data%20Warehouse/README.md) +- [Deep Learning](Deep%20Learning/README.md) +- [DevOps](DevOps/README.md) +- [Docker & Kubernetes](Docker%20&%20Kubernetes/README.md) +- [Excel](Excel/README.md) +- [Git](Git/README.md) +- [Images](Images//README.md) +- [Interview Questions](Interview%20Questions/README.md) +- [Linux](Linux/README.md) +- [Machine Learning](https://github.com/abhat222/Data-Science--Cheat-Sheet#machine-learning) +- [Mathematics](Mathematics/README.md) +- [Matlab](Matlab/README.md) +- [NLP](NLP/README.md) +- [Numpy](Numpy/README.md) +- [Ordinary Differential Equations](Ordinary%20Differential%20Equations/README.md) +- [Pandas](Pandas/README.md) +- [Probability](Probability/README.md) +- [Python](Python/README.md) +- [Scala](Scala/README.md) +- [SQL](SQL/README.md) +- [Statistics](Statistics/README.md) + +# Python + +Illustration      Illustration                                   Python Cheat Sheet                                                                 Spacy Cheat Sheet
+ + +Illustration      Illustration                                   Data Analysis with Pandas                                              Pandas (Reading and Writing Data)
+ + +Illustration      Illustration                                   Python for Data Science                                                                  100 Numpy Exercises
+ + +Illustration      Illustration                             Python for Data Analysis                                                              10 Minutes to Pandas
+ + + +# R Language + +Illustration      Illustration                                   R Cheat Sheet                                                                    R (Basics & Advanced)
+ + + + + + + + + + +# Machine Learning + + + + + + + + + + + + + + + + + + + + + + + +# Deep Learning + diff --git a/SQL/README.md b/SQL/README.md new file mode 100644 index 00000000..9d9dbe55 --- /dev/null +++ b/SQL/README.md @@ -0,0 +1 @@ +# SQL Cheat Sheet diff --git a/SQL/SQL for DS.pdf b/SQL/SQL for DS.pdf new file mode 100644 index 00000000..aa900c46 Binary files /dev/null and b/SQL/SQL for DS.pdf differ diff --git a/SQL/SQL-cheat-sheet.pdf b/SQL/SQL-cheat-sheet.pdf new file mode 100644 index 00000000..c55ac2a0 Binary files /dev/null and b/SQL/SQL-cheat-sheet.pdf differ diff --git a/SQL/SQL.pdf b/SQL/SQL.pdf new file mode 100644 index 00000000..42e7315b Binary files /dev/null and b/SQL/SQL.pdf differ diff --git a/Scala/README.md b/Scala/README.md new file mode 100644 index 00000000..3e4e672a --- /dev/null +++ b/Scala/README.md @@ -0,0 +1 @@ +# Scala Cheat Sheet diff --git a/Scala/ScalaByExample.pdf b/Scala/ScalaByExample.pdf new file mode 100644 index 00000000..8b030703 Binary files /dev/null and b/Scala/ScalaByExample.pdf differ diff --git a/Scala/scala-quick-reference.pdf b/Scala/scala-quick-reference.pdf new file mode 100644 index 00000000..c3b25a4f Binary files /dev/null and b/Scala/scala-quick-reference.pdf differ diff --git a/Statistics/README.md b/Statistics/README.md new file mode 100644 index 00000000..c6a54041 --- /dev/null +++ b/Statistics/README.md @@ -0,0 +1 @@ +# Statistics Cheat Sheet diff --git a/Statistics/Statistics Cheat Sheet.pdf b/Statistics/Statistics Cheat Sheet.pdf new file mode 100644 index 00000000..26ae9d14 Binary files /dev/null and b/Statistics/Statistics Cheat Sheet.pdf differ diff --git a/Probability and Statistics/cheatsheet-statistics.pdf b/Statistics/cheatsheet-statistics.pdf similarity index 100% rename from Probability and Statistics/cheatsheet-statistics.pdf rename to Statistics/cheatsheet-statistics.pdf