# Cloud
Cloud Development, Google, Certification, Microsoft Certification, Google Data Analytics, Microsoft/AWS Fundamentals
# Cloud/Development Cheatsheet
๐๐ฎ๐ฟ๐ฒ๐ณ๐๐น๐น๐ ๐๐๐ฟ๐ฎ๐๐ฒ๐ฑ ๐๐ต๐ฒ๐ฎ๐๐๐ต๐ฒ๐ฒ๐๐
1. Python : [https://lnkd.in/grD8XUS6](https://lnkd.in/grD8XUS6)
2. Pandas : [https://lnkd.in/g4yTJ7CP](https://lnkd.in/g4yTJ7CP)
3. NumPy : [https://lnkd.in/gg9Uw-km](https://lnkd.in/gg9Uw-km)
4. Matplotlib [https://lnkd.in/gahrGicD](https://lnkd.in/gahrGicD)
5. Seaborn [https://lnkd.in/gcu4UKpw](https://lnkd.in/gcu4UKpw)
6. Scikit-learn [https://lnkd.in/gGfkNu5i](https://lnkd.in/gGfkNu5i)
7. TensorFlow : [https://lnkd.in/g3fw3uRV](https://lnkd.in/g3fw3uRV)
8. Keras : [https://lnkd.in/gfPTfbgg](https://lnkd.in/gfPTfbgg)
9. PyTorch [https://bit.ly/3lnsiIz](https://bit.ly/3lnsiIz)
10. SQL : [https://lnkd.in/gnwe4qcb](https://lnkd.in/gnwe4qcb)
11. R : [https://lnkd.in/gEgJ6A8j](https://lnkd.in/gEgJ6A8j)
12. Git : [https://lnkd.in/gyzhztvH](https://lnkd.in/gyzhztvH)
13. AWS [https://bit.ly/3ZQWMS1](https://bit.ly/3ZQWMS1)
14. Azure [https://bit.ly/42f4N4V](https://bit.ly/42f4N4V)
15. Google Cloud Platform : [https://bit.ly/3JJADzv](https://bit.ly/3JJADzv)
16. Docker : [https://bit.ly/3Lt2zJe](https://bit.ly/3Lt2zJe)
17. Kubernetes [https://lnkd.in/gjXCT7Mb](https://lnkd.in/gjXCT7Mb)
18. Linux Command Line : [https://bit.ly/3FtcTgw](https://bit.ly/3FtcTgw)
19. Jupyter Notebook [https://lnkd.in/g7cPmgHQ](https://lnkd.in/g7cPmgHQ)
20. Data Wrangling :[https://bit.ly/3TiMibP](https://bit.ly/3TiMibP)
21. Data Visualization : [https://lnkd.in/gQ52Jd\_J](https://lnkd.in/gQ52Jd_J)
22. Statistical Inference [https://lnkd.in/grNXVQh5](https://lnkd.in/grNXVQh5)
23. Probability : [https://lnkd.in/gvnWCphc](https://lnkd.in/gvnWCphc)
24. Linear Algebra : [https://lnkd.in/gty6XpVF](https://lnkd.in/gty6XpVF)
25. Calculus [https://lnkd.in/gjhsmsxu](https://lnkd.in/gjhsmsxu)
26. Time Series : [https://bit.ly/3Fvuep4](https://bit.ly/3Fvuep4)
27. NLP: [https://bit.ly/3Fvursm](https://bit.ly/3Fvursm)
28. Neural Network : [https://lnkd.in/gThs2AAp](https://lnkd.in/gThs2AAp)
29. Deep Learning : [https://lnkd.in/gVbSPae2](https://lnkd.in/gVbSPae2)
30. Machine Learning : [https://bit.ly/3mZ5Wh3](https://bit.ly/3mZ5Wh3)
31. Apache Spark : [https://lnkd.in/ge7Rj-Yr](https://lnkd.in/ge7Rj-Yr)
32. Hadoop : [https://bit.ly/3Lq34DR](https://bit.ly/3Lq34DR)
33. Big-O Notation t: [https://lnkd.in/gfYqM8WU](https://lnkd.in/gfYqM8WU)
34. Regular Expression : [https://lnkd.in/gE9kZTZW](https://lnkd.in/gE9kZTZW)
35. Unix/Linux Permissions [https://bit.ly/3ZUfwA8](https://bit.ly/3ZUfwA8)
36. Python String Formatting [https://lnkd.in/gHi26Uk2](https://lnkd.in/gHi26Uk2)
37. Flask : [https://lnkd.in/gGzbSTgU](https://lnkd.in/gGzbSTgU)
38. Django : [https://lnkd.in/grZcWz8y](https://lnkd.in/grZcWz8y)
39. SQL : [https://lnkd.in/gyierV3f](https://lnkd.in/gyierV3f)
40. PostgreSQL : [https://lnkd.in/gzfiW7zB](https://lnkd.in/gzfiW7zB)
41. MySQL: [https://lnkd.in/g4JnPVTe](https://lnkd.in/g4JnPVTe)
42. MongoDB : [https://lnkd.in/gHc4F4ER](https://lnkd.in/gHc4F4ER)
43. TensorFlow Probability Cheat Sheet: [https://lnkd.in/gr3bgDGP](https://lnkd.in/gr3bgDGP)
44. OpenAI GPT-3 Documentation: [https://lnkd.in/gawB\_SC9](https://lnkd.in/gawB_SC9)
45. GPT-3 API Reference: [https://lnkd.in/gtCGZvX8](https://lnkd.in/gtCGZvX8)
46. GPT-3 GitHub Repository: [https://lnkd.in/g56cQQPD](https://lnkd.in/g56cQQPD)
47. Chat GPT Cheat Sheet : [https://lnkd.in/e43cDB9q](https://lnkd.in/e43cDB9q)
48.[ Apache Cookbook](https://planforfailure.com/docs/pdf/apache2_cookbook.pdf)
71 Python projects with [source code.](https://planforfailure.com/docs/71_python_projects.pdf "71 Python Projects")
# Google Certification
Google courses to master career in 2024.
1\. Google IT Support Professional Certificate
Link: [https://lnkd.in/d3UuYRPx](https://lnkd.in/d3UuYRPx)
Benefits:
โ Get a job as an IT support specialist
โ Learn how to troubleshoot and repair computers
โ Learn how to network and secure computers
โ Earn a certificate from Google
2\. Google IT Automation with Python Professional Certificate
Link: [https://lnkd.in/dmVr\_xUd](https://lnkd.in/dmVr_xUd)
Benefits:
โLearn how to automate IT tasks with Python
โ Get a job as an IT Automation Specialist
โEarn a certificate from Google
3\. Data Engineering with Google Cloud Professional Certificate
Link: [https://lnkd.in/drhRQMZ](https://lnkd.in/drhRQMZ)8
Benefits:
โ Learn how to build and manage data pipelines with Google Cloud
โ Get a job as a Data Engineer
โ Earn a certificate from Google
4\. Firebase in a Weekend
Link:[ https://lnkd.in/dNdZXfC3](https://lnkd.in/dNdZXfC3)
Benefits:
โ Learn how to build mobile and web apps with Firebase
โ Get a job as a Firebase Developer
โ Earn a badge from Google
5\. Android Basics by Google
Link: [https://lnkd.in/dtH3REZP](https://lnkd.in/dtH3REZP)
Benefits:
โ Learn how to build Android apps
โ Get a job as an Android Developer
โ Earn a certificate from Google
6\. Digital Marketing & E-commerce Essentials
Link: [https://lnkd.in/dE2TJ-DG](https://lnkd.in/dE2TJ-DG)
Benefits:
โ Learn the fundamentals of digital marketing and e-commerce
โ Get a job in digital marketing or e-commerce
โ Earn a certificate from Google
7\. Google Ads for Beginners
Link: [https://lnkd.in/dD8AHqfu](https://lnkd.in/dD8AHqfu)
Benefits:
โ Learn how to create and manage Google Ads campaigns
โ Get a job as an SEO or SEM Specialist
โ Earn a certificate from Google
8\. Google Cloud Fundamentals: Core Infrastructure
Link: [https://lnkd.in/dwBWVM7Q](https://lnkd.in/dwBWVM7Q)
9\. Google Cloud Big Data and Machine Learning Fundamentals
Link:[ https://lnkd.in/dPW\_Jckv](https://lnkd.in/dPW_Jckv)
10\. Google Cloud Fundamentals for AWS Professionals
Link:[ https://lnkd.in/d2KucPWv](https://lnkd.in/d2KucPWv)
# Microsoft Certification
Here are 14 FREE courses you don't want to miss:
1 ๐๐ง๐ญ๐ซ๐จ๐๐ฎ๐๐ญ๐ข๐จ๐ง ๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐ญ๐จ ๐๐ฅ:In Generative AI with Large Language Models (LLMs), youโll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.
๐Check this out
[https://lnkd.in/g-aM-f5D](https://lnkd.in/g-aM-f5D)
2.๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐ ๐ฐ๐ข๐ญ๐ก ๐๐๐ซ๐ ๐ ๐๐๐ง๐ ๐ฎ๐๐ ๐ ๐๐จ๐๐๐ฅ๐ฌ:
๐Check this out
[https://lnkd.in/g3NTsQjE](https://lnkd.in/g3NTsQjE)
3.๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐๐ฏ๐๐ซ๐ฌ๐๐ซ๐ข๐๐ฅ ๐๐๐ญ๐ฐ๐จ๐ซ๐ค๐ฌ (๐๐๐๐ฌ) ๐๐ฉ๐๐๐ข๐๐ฅ๐ข๐ณ๐๐ญ๐ข๐จ๐ง: Break into the GANs space. Master cutting-edge GANs techniques through three hands-on courses!
๐Check this out
[https://lnkd.in/gCX\_EAx8](https://lnkd.in/gCX_EAx8)
4.๐๐ง๐ญ๐ซ๐จ๐๐ฎ๐๐ญ๐ข๐จ๐ง ๐ญ๐จ ๐๐ซ๐ญ๐ข๐๐ข๐๐ข๐๐ฅ ๐๐ง๐ญ๐๐ฅ๐ฅ๐ข๐ ๐๐ง๐๐ (๐๐)
๐Check this out
[https://lnkd.in/gsvyvAik](https://lnkd.in/gsvyvAik)
5.๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐ ๐๐ซ๐ข๐ฆ๐๐ซ
๐Check this out
[https://lnkd.in/gJ5X2Yxm](https://lnkd.in/gJ5X2Yxm)
6\. ๐๐๐ญ๐ฎ๐ซ๐๐ฅ ๐๐๐ง๐ ๐ฎ๐๐ ๐ ๐๐ซ๐จ๐๐๐ฌ๐ฌ๐ข๐ง๐ ๐๐ฉ๐๐๐ข๐๐ฅ๐ข๐ณ๐๐ญ๐ข๐จ๐ง
๐Check this out
[https://lnkd.in/gn6xGtce](https://lnkd.in/gn6xGtce)
7\. ๐๐ง๐ญ๐ซ๐จ๐๐ฎ๐๐ญ๐ข๐จ๐ง ๐ญ๐จ ๐๐ฅ: An overview of AI tools for project managers, executives, and students starting their AI career.
๐Check this out
[https://lnkd.in/dvVP9JeG](https://lnkd.in/dvVP9JeG)
8\. ๐๐ก๐๐ญ ๐๐ฌ ๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐ฅ?: Learn about the basics, history, working principles, and ethical implications of Generative AI.
๐Check this out
[https://lnkd.in/duy28vK3](https://lnkd.in/duy28vK3)
9\. ๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐ฅ:
๐Check this out
[https://lnkd.in/dwruHPSj](https://lnkd.in/dwruHPSj)
10\. ๐๐ญ๐ซ๐๐๐ฆ๐ฅ๐ข๐ง๐ข๐ง๐ ๐๐จ๐ฎ๐ซ ๐๐จ๐ซ๐ค ๐ฐ๐ข๐ญ๐ก ๐๐ข๐ง๐ ๐๐ก๐๐ญ:
Utilize Microsoft Bing Chat to automate and streamline tasks effectively.
๐Check this out
[https://lnkd.in/dS72VTSK](https://lnkd.in/dS72VTSK)
11\. ๐๐ญ๐ก๐ข๐๐ฌ ๐ข๐ง ๐ญ๐ก๐ ๐๐ ๐ ๐จ๐ ๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐ฅ: Address ethical concerns in deploying Generative AI, understanding the ethical analysis framework.
๐Check this out
[https://lnkd.in/dD63DHUs](https://lnkd.in/dD63DHUs)
12\. ๐๐ข๐๐ซ๐จ๐ฌ๐จ๐๐ญ ๐๐ณ๐ฎ๐ซ๐ ๐๐ ๐
๐ฎ๐ง๐๐๐ฆ๐๐ง๐ญ๐๐ฅ๐ฌ
Learn how to use Azure Machine Learning to create and publish models without writing code.
๐Check this out
[https://lnkd.in/dM6bnkKH](https://lnkd.in/dM6bnkKH)
12\. ๐๐ง๐ญ๐ซ๐จ๐๐ฎ๐๐ญ๐ข๐จ๐ง ๐ญ๐จ ๐๐๐๐ก๐ข๐ง๐ ๐๐๐๐ซ๐ง๐ข๐ง๐
This course is a great way to learn the basics and use cases of Machine Learning.
๐Check this out
[https://lnkd.in/d\_B6m9QZ](https://lnkd.in/d_B6m9QZ)
13\. ๐๐ ๐๐จ๐ซ ๐๐๐ ๐ข๐ง๐ง๐๐ซ๐ฌ - By Microsoft
๐Check this out
[https://lnkd.in/dHeHqtAA](https://lnkd.in/dHeHqtAA)
14\. ๐๐๐๐ฉ ๐๐๐๐ซ๐ง๐ข๐ง๐ ๐๐ฉ๐๐๐ข๐๐ฅ๐ข๐ณ๐๐ญ๐ข๐จ๐ง
๐Check this out
[https://lnkd.in/dytmJgYR](https://lnkd.in/dytmJgYR)
[SQL](https://planforfailure.com/docs/sql.pdf) cheatsheet
[Master SQL](https://planforfailure.com/docs/master_sql.pdf)
# Google Data Analytics
1\. Google Data Analytics:
๐[https://lnkd.in/d\_eAZ2wB](https://lnkd.in/d_eAZ2wB)
2\. Learn Python Basics for Data Analysis
๐[https://lnkd.in/dSwuqVAm](https://lnkd.in/dSwuqVAm)
3\. Data Analysis with R Programming
๐ [https://lnkd.in/dCJYSbzE](https://lnkd.in/dCJYSbzE)
4\. Foundations: Data, Data, Everywhere
๐[https://lnkd.in/db4HN23c](https://lnkd.in/db4HN23c)
5\. Ask Questions to Make Data-Driven Decisions
๐[https://lnkd.in/dwRRwQ6Z](https://lnkd.in/dwRRwQ6Z)
6\. Process Data from Dirty to Clean
๐ [https://lnkd.in/db3QzbPh](https://lnkd.in/db3QzbPh)
7\. Share Data Through the Art of Visualization
๐ [https://lnkd.in/darCNvxG](https://lnkd.in/darCNvxG)
8\. Analyze Data to Answer Questions
๐[https://lnkd.in/dEEPHFD5](https://lnkd.in/dEEPHFD5)
9\. Get Started with Python
๐[https://lnkd.in/dCzeH-WP](https://lnkd.in/dCzeH-WP)
10\. Go Beyond the Numbers: Translate Data into Insights
๐ [https://lnkd.in/dk--DWhT](https://lnkd.in/dk--DWhT)
11\. The Power of Statistics
๐ [https://lnkd.in/djPTRnPR](https://lnkd.in/djPTRnPR)
12\. Regression Analysis: Simplify Complex Data Relationships
๐ [https://lnkd.in/dFPPEP7N](https://lnkd.in/dFPPEP7N)
13\. The Nuts and Bolts of Machine Learning
๐ [https://lnkd.in/d9PUhiq5](https://lnkd.in/d9PUhiq5)
14\. Google Advanced Data Analytics Capstone
๐ [https://lnkd.in/ddYqDxsG](https://lnkd.in/ddYqDxsG)
# Microsoft Fundamentals
1. Python for Beginners
๐ [https://lnkd.in/drQMQsBK](https://lnkd.in/drQMQsBK)
2\. Introduction to Machine Learning with Python
๐ [https://lnkd.in/dg3Kh6ZN](https://lnkd.in/dg3Kh6ZN)
3\. Microsoft Azure AI Fundamentals
๐ [https://lnkd.in/dM6bnkKH](https://lnkd.in/dM6bnkKH)
4\. Write Your First Code Using C#
๐ [https://lnkd.in/dT3wXBwg](https://lnkd.in/dT3wXBwg)
5\. Get started with AI on Azure
๐ [https://lnkd.in/d79qWhcV](https://lnkd.in/d79qWhcV)
6\. Microsoft Azure Fundamentals: Describe Cloud Concepts
๐ [https://lnkd.in/dUhs6GMJ](https://lnkd.in/dUhs6GMJ)
7\. Introduction to GitHub
๐ [https://lnkd.in/d6VQF2Zk](https://lnkd.in/d6VQF2Zk)
8\. Build an Early-Stage Startup
๐ [https://lnkd.in/dZvAX-RQ](https://lnkd.in/dZvAX-RQ)
9\. Microsoft Search Fundamentals
๐ [https://lnkd.in/d4t2uGSF](https://lnkd.in/d4t2uGSF)
10\. Get Started with Office 365
๐ [https://lnkd.in/dYP-m2e5](https://lnkd.in/dYP-m2e5)
11\. Data Science for Beginners
๐ [https://lnkd.in/dCuZtmeT](https://lnkd.in/dCuZtmeT)
# AWS Fundamentals
[](https://resources.planforfailure.com/uploads/images/gallery/2025-10/vM9sgBBHL8pjEMRw-aws-plain.jpeg)
[](https://resources.planforfailure.com/uploads/images/gallery/2024-04/IyFexez7HPKcwijE-aws-multi-region.png)
1. AWS Cloud Practitioner Essentials
[https://lnkd.in/giBTFgNf](https://lnkd.in/giBTFgNf)
2. AWS Cloud Technical Essentials
[https://lnkd.in/gMcdT65P](https://lnkd.in/gMcdT65P)
3. Building Modern Python Applications on AWS
[https://lnkd.in/ggGNigzK](https://lnkd.in/ggGNigzK)
4. Amazon DynamoDB: Building NoSQL Database-Driven Applications
[https://lnkd.in/gyHvu2fh](https://lnkd.in/gyHvu2fh)
5. Getting Started with Data Analytics on AWS
[https://lnkd.in/gzinyqHn](https://lnkd.in/gzinyqHn)
6. A Practical Introduction to Cloud Computing
[https://lnkd.in/gbDmRfAv](https://lnkd.in/gbDmRfAv)
7. Cloud Computing With Amazon Web Services
[https://lnkd.in/gpNr6aU9](https://lnkd.in/gpNr6aU9)
8. Starting your Career with Amazon AWS
[https://lnkd.in/gD38xW9v](https://lnkd.in/gD38xW9v)
9. Amazon Web Services (AWS) - Zero to Hero
[https://lnkd.in/g6QryAtq](https://lnkd.in/g6QryAtq)
10. Amazon Web Services - Learning and Implementing AWS Solution
[https://lnkd.in/gWGMCRdv](https://lnkd.in/gWGMCRdv)
11. Serverless computing in AWS
[https://lnkd.in/gaphn9fs](https://lnkd.in/gaphn9fs)
12. AWS Certified Solutions Architect Associate Introduction
[https://lnkd.in/g5PCHsSC](https://lnkd.in/g5PCHsSC)
13. All About AWS Lambda and Serverless
[https://lnkd.in/gVmWZBuN](https://lnkd.in/gVmWZBuN)
14. AWS Tutorials - DynamoDB and Database Migration Service
[https://lnkd.in/ghJx-CzB](https://lnkd.in/ghJx-CzB)
15. Multitier architecture with AWS
[https://lnkd.in/gp4\_Qs\_U](https://lnkd.in/gp4_Qs_U)
16. Amazon Web Services (AWS): CloudFormation
[https://lnkd.in/g4MhQzAM](https://lnkd.in/g4MhQzAM)
17. AWS VPC Transit Gateway - Hands On Learning!
[https://lnkd.in/gTBcZmFT](https://lnkd.in/gTBcZmFT)
18. Frontend is for Everyone
[https://lnkd.in/g6MgpfVB](https://lnkd.in/g6MgpfVB)
19. AWS For Beginners
[https://lnkd.in/gFQgT\_H7](https://lnkd.in/gFQgT_H7)
20. AWS for Beginners: First step to start your Cloud Computing career
[https://lnkd.in/gWRJCsiw](https://lnkd.in/gWRJCsiw)
21. Getting Started with AWS Services Fundamentals for Beginners
[https://lnkd.in/ghQvY9gC](https://lnkd.in/ghQvY9gC)
22. AWS Services in a [Nutshell ](https://media.licdn.com/dms/image/v2/D4E22AQGgIEgwv_It-A/feedshare-shrink_800/feedshare-shrink_800/0/1704989795387?e=1741824000&v=beta&t=sHBOcYuoHdt7UFCqQtCgyk6_PKzvTSGmzEYLYafMxpQ)