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Data Science Cheatsheets

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Data Science Cheatsheets

Data Science Cheatsheets
#

Introduction
#

All these cheat sheets are kept at my google drive link. 180+ cheatsheet on ML, DL, DE, DA, NLP, Algorithms, Pandas, Numpy, Dask, Bigdata, Statistics, Python, SQL, Docker, sklearn, git, GNN etc.

List of Cheatsheets
#

  1. 21 Types of SQL joins-CHEATSHEET.pdf
  2. 5W1H-DataScience-CHEATSHEET.jpg
  3. Acceptance Criteria Checklist.pdf
  4. Activation Functions-CHEATSHEET.jpg
  5. Advanced R-CHEATSHEET.pdf
  6. AI4All-CHEATSHEET.pdf
  7. AI-Cheatsheet+NN+ML+DL+BD.pdf
  8. AIML_Fundamental-CHEATSHEET.jpg
  9. AIML-CHEATSHEET.pdf
  10. AI-ML-DS Cheatsheets .pdf
  11. AI-NeuralNetworks.pdf
  12. All in One Mathematics Cheatsheet.pdf
  13. An Introduction to Convolutional Neural Networks-CHEATSHEET.pdf
  14. Artificial Intelligence _ Super VIP Cheatsheet.pdf
  15. Azure-CHEATSHEET.pdf
  16. Beginners Python-CHEATSHEET.pdf
  17. Behavioral Interview-CHEATSHEET.pdf
  18. Best_Machine_Learning_Algorithms-CHEATSHEET.jpg
  19. BI versus DS-CHEATSHEET.jpg
  20. Bias-Variance-Tradeoff-Cheatsheet.pdf
  21. Big Data Hadoop+Mapreduce-CHEATSHEET.pdf
  22. Big Data-Hadoop-CHEATSHEET.pdf
  23. Bigdata-Hadoop-hdfs-commands-CHEATSHEET.pdf
  24. Bigdata-Hortonworks SQLtoHive-CHEATSHEET.pdf
  25. Bigdata-Pig-CHEATSHEET.pdf
  26. BrainMapping-CHEATSHEET.jpg
  27. Calculus Cheat Sheet.pdf
  28. CalculusA_All-CHEATSHEET.pdf
  29. CalculusB_All-CHEATSHEET.pdf
  30. Chart-Suggestion-CHEATSHEET.pdf
  31. Cloud Comparison AWS AZURE GCP-CHEATSHEET.pdf
  32. Cloud Computing Cheatsheet .pdf
  33. Combined Cheat Sheets of ML+DL Probability and LLMs-Cheatsheet.pdf
  34. Complete Collection of Data Science Cheatsheets.pdf
  35. Comprehensive Python -CHEATSHEET.pdf
  36. Computing Neural Network Gradients-CHEATSHEET.pdf
  37. CS229 - Machine Learning-CHEATSHEET.pdf
  38. Dask-CHEATSHEET.pdf
  39. Data Engineering _ Analytics Use Case Architecture on AWS-CHEATSHEET.pdf
  40. Data Engineering Cookbook-GUIDE.pdf
  41. Data Science -CHEATSHEET.pdf
  42. Data Science -Data Prep with SQL -Quick Reference-CHEATSHEET.pdf
  43. Data Science Regular Python Expressions-CHEATSHEET.pdf
  44. Data Science with Python Workflow-CHEATSHEET.pdf
  45. Data Visualization with ggplot2-CHEATSHEET.jpg
  46. Data VisualizationA-CHEATSHEET.pdf
  47. Data Wrangling with Pandas-CHEATSHEET.pdf
  48. Data_engineering_infographic-CHEATSHEET.pdf
  49. Data_Wrangling_with_dplyr_and_tidyr-RStudio-CHEATSHEET.jpg
  50. DataScience1-CHEATSHEET.jpg
  51. DataScience2-CHEATSHEET.jpg
  52. DataScience3-CHEATSHEET.jpg
  53. DataScience4-CHEATSHEET.jpg
  54. DataScience-Cheatsheet.pdf
  55. Deep Learning Course Notes-Coursera-CHEATSHEET.pdf
  56. Deep Learning-CHEATSHEET.pdf
  57. Deep_Learning_Cheat_Sheet-Hacker Noon-CHEATSHEET.pdf
  58. Deeplearning-Definitions-CHEATSHEET.png
  59. Docker-Cheatsheet-2016.pdf
  60. Docker-The Ultimate CHEATSHEET.pdf
  61. Ensemble Learning-CHEATSHEET.jpg
  62. Financial Formulas-CHEATSHEET.pdf
  63. ggplot2–CHEATSHEET.jpg
  64. GitA-CHEATSHEET.png
  65. Git-atlassian-CHEATSHEET.pdf
  66. GitB-CHEATSHEET.pdf
  67. GitC-CHEATSHEET.pdf
  68. Google-Data Engineering CheatSheet.pdf
  69. Google-Data-Engineering-Cheatsheets.pdf
  70. Graph4NLP-CHEATSHEET.jpg
  71. Graphics-Principles-CHEATSHEET.pdf
  72. Great Python Cheatsheet by Dummies-CHEATSHEET.pdf
  73. Handling Data Imbalance-CHEATSHEET.jpg
  74. Keras-CHEATSHEET.jpg
  75. Liner_Algebra-in-4Pages-CHEATSHEET.pdf
  76. LinkedIn-CHEATSHEET.pdf
  77. LinkedInGuide-Ultimate-Cheatsheet.pdf
  78. Machine learning algorithms with Python _ R code examples-CHEATSHEET.pdf
  79. Machine Learning Algorithms-CHEATSHEET.jpg
  80. Machine Learning Algorithms-CHEATSHEET.pdf
  81. Machine Learning Best Practices-CHEATSHEET.pdf
  82. Machine Learning Interview-CHEATSHEET.pdf
  83. Machine Learning_Data Science Interview Cheatsheets-InterviewQ.pdf
  84. Machine Learning-CHEATSHEET.pdf
  85. Machine-Learnign-Cheatsheet.pdf
  86. Machine-Learning1-CHEATSHEET.pdf
  87. Machine-Learning-Algorithm–CHEATSHEET.svg
  88. Machine-learning-CHEATSHEET.pdf
  89. Matplotlib-CHEATSHEET.png
  90. Merlion timeseries library-CHEATSHEET.pdf
  91. Metrics and more-CHEATSHEET.pdf
  92. Microservices-Cheatsheet.pdf
  93. Microsoft-Machine-Learning-Algorithm–CHEATSHEET.pdf
  94. Microsoft-Office-Cheatsheets.pdf
  95. ML Algorithm Learning-CHEATSHEET.pdf
  96. ML dataset-CHEATSHEET.pdf
  97. ML-Algorithms-CHEATSHEET.pdf
  98. MySql-CHEATSHEET.pdf
  99. Nested Queries And Aggregation-CHEATSHEET.pdf
  100. Neural Network Architecture Types-CHEATSHEET.png
  101. Neural networks-CHEATSHEET.png
  102. Neural_Network_Cells-CHEATSHEET.png
  103. Neural_Network_Graphs-CHEATSHEET.png
  104. Neural_Networks_Zoo-CHEATSHEET.png
  105. NeuralNetwork-CHEATSHEET.png
  106. NLP-CHEATSHEET.pdf
  107. NumpyPython-CHEATSHEET.pdf
  108. NumpyA-CHEATSHEET.png
  109. NumpyB-CHEATSHEET.pdf
  110. NumpyC-CHEATSHEET.pdf
  111. Open CV-CHEATSHEET.pdf
  112. Pandas Data analysis-CHEATSHEET.pdf
  113. Pandas Python-CHEATSHEET.pdf
  114. Pandas_Cheatsheet-Pandas Basics-CHEATSHEET.pdf
  115. Pandas1-CHEATSHEET.jpg
  116. Pandas2-CHEATSHEET.jpg
  117. Pandas-Basics-CHEATSHEET.png
  118. Pandas-CHEATSHEET.pdf
  119. PandasOne-CHEATSHEET.pdf
  120. Postman Cheatsheet .pdf
  121. Probability-CHEATSHEET.pdf
  122. Pros Cons of commonly used machine learning algorithms-CHEATSHEET.pdf
  123. PySpark Quick Reference Guide.pdf
  124. PySpark-RDD-CHEATSHEET.png
  125. PySpark-SQL-CHEATSHEET.png
  126. Python BasicsA-CHEATSHEET.pdf
  127. Python BasicsB-CHEATSHEET.pdf
  128. Python Security Best Practices-CHEATSHEET.pdf
  129. Python_CheatSheet-by-WebsiteSetup.pdf
  130. Python_Matplotlib-CHEATSHEET.pdf
  131. Python_SciPy_Linear_Algebra-CHEATSHEET.pdf
  132. Python3A-CHEATSHEET.png
  133. Python3B-CHEATSHEET.png
  134. Python3C-CHEATSHEET.pdf
  135. PythonA-CHEATSHEET.pdf
  136. PythonB-CHEATSHEET.pdf
  137. PythonC-CHEATSHEET.pdf
  138. Python-CheatSheet.pdf
  139. PythonD-CHEATSHEET.pdf
  140. PythonD-CHEATSHEET.png
  141. Python-for-DS-All-CHEATSHEET.pdf
  142. Pytorch-CHEATSHEET.pdf
  143. Quantitative Aptitude-CHEATSHEET.pdf
  144. Query-Optimization-Techniques-SQL-CHEATSHEET.pdf
  145. R programming cheatsheet.pdf
  146. R Programming-CHEATSHEET.pdf
  147. Reading and Writing Data with Pandas-CHEATSHEET.pdf
  148. Regression-CHEATSHEET.pdf
  149. Rest API Cheatsheet.pdf
  150. Risk Assessment Example-CheatSheet.pdf
  151. Roadmap of mathematics for Deep Learning-CHEATSHEET.pdf
  152. Scikit_Learn_Python-CHEATSHEET.pdf
  153. Scikit_Learn-CHEATSHEET.png
  154. Scikit-Learn1-CHEATSHEET.pdf
  155. Seaborn-CHEATSHEET.png
  156. Sklearn-Algo-CHEATSHEET.png
  157. SQL & NoSQL-Cheatsheet.pdf
  158. SQL API with Python-CHEATSHEET.pdf
  159. SQL for MLI FAM-CHEATSHEET.pdf
  160. SQL Window Functions.pdf
  161. SQL-CHEATSHEET.jpg
  162. Statistics Test Decision-CHEATSHEET.png
  163. Statistics1-CHEATSHEET.pdf
  164. Statistics2-CHEATSHEET.pdf
  165. Statistics-A-Cheatsheet.pdf
  166. Statistics-Cheatsheet.pdf
  167. Statistics-Harvard-CHEATSHEET.pdf
  168. Super VIP ML , DL , AI-CHEATSHEET.pdf
  169. Super-VIP-Deep-learning-CHEATSHEET.pdf
  170. Tableau-CHEATSHEET.pdf
  171. The Super Duper NLP Repo-CHEATSHEET.pdf
  172. Theoretical Computer Science-CHEATSHEET.pdf
  173. Top 56 Job Interview Questions.pdf
  174. Top Data Science Interview Question.pdf
  175. Top Data Science Libraries-CHEATSHEET.pdf
  176. Top Machine Learning Models Guides.pdf
  177. Top Prediction Algorithms-CHEATSHEET.jpg
  178. Ultimate Guide to AI, Data Science _ Machine Learning-LINKS.pdf
  179. VIP Cheatsheet-Recurrent Neural Networks-CHEATSHEET.pdf
  180. VIS-Know your data with ggplot2-NOTEBOOK.pdf
  181. Visualizing-Percentages-20-Ways-InfoNewt.pdf
Dr. Hari Thapliyaal's avatar
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Dr. Hari Thapliyaal

Dr. Hari Thapliyal is a seasoned professional and prolific blogger with a multifaceted background that spans the realms of Data Science, Project Management, and Advait-Vedanta Philosophy. Holding a Doctorate in AI/NLP from SSBM (Geneva, Switzerland), Hari has earned Master's degrees in Computers, Business Management, Data Science, and Economics, reflecting his dedication to continuous learning and a diverse skill set. With over three decades of experience in management and leadership, Hari has proven expertise in training, consulting, and coaching within the technology sector. His extensive 16+ years in all phases of software product development are complemented by a decade-long focus on course design, training, coaching, and consulting in Project Management. In the dynamic field of Data Science, Hari stands out with more than three years of hands-on experience in software development, training course development, training, and mentoring professionals. His areas of specialization include Data Science, AI, Computer Vision, NLP, complex machine learning algorithms, statistical modeling, pattern identification, and extraction of valuable insights. Hari's professional journey showcases his diverse experience in planning and executing multiple types of projects. He excels in driving stakeholders to identify and resolve business problems, consistently delivering excellent results. Beyond the professional sphere, Hari finds solace in long meditation, often seeking secluded places or immersing himself in the embrace of nature.

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