Cloud

Cloud Development, Google, Certification, Microsoft Certification, Google Data Analytics,  Microsoft/AWS  Fundamentals

Cloud/Development Cheatsheet

 𝗖𝗮𝗿𝗲𝗳𝘂𝗹𝗹𝘆 𝗖𝘂𝗿𝗮𝘁𝗲𝗱 𝗖𝗵𝗲𝗮𝘁𝘀𝗵𝗲𝗲𝘁𝘀

  1. Python : https://lnkd.in/grD8XUS6
    2. Pandas : https://lnkd.in/g4yTJ7CP
    3. NumPy : https://lnkd.in/gg9Uw-km
    4. Matplotlib https://lnkd.in/gahrGicD
    5. Seaborn https://lnkd.in/gcu4UKpw
    6. Scikit-learn https://lnkd.in/gGfkNu5i
    7. TensorFlow : https://lnkd.in/g3fw3uRV
    8. Keras : https://lnkd.in/gfPTfbgg
    9. PyTorch https://bit.ly/3lnsiIz
    10. SQL : https://lnkd.in/gnwe4qcb
    11. R : https://lnkd.in/gEgJ6A8j
    12. Git : https://lnkd.in/gyzhztvH
    13. AWS https://bit.ly/3ZQWMS1
    14. Azure https://bit.ly/42f4N4V
    15. Google Cloud Platform : https://bit.ly/3JJADzv
    16. Docker : https://bit.ly/3Lt2zJe
    17. Kubernetes https://lnkd.in/gjXCT7Mb
    18. Linux Command Line : https://bit.ly/3FtcTgw
    19. Jupyter Notebook https://lnkd.in/g7cPmgHQ
    20. Data Wrangling :https://bit.ly/3TiMibP
    21. Data Visualization : https://lnkd.in/gQ52Jd_J
    22. Statistical Inference https://lnkd.in/grNXVQh5
    23. Probability : https://lnkd.in/gvnWCphc
    24. Linear Algebra : https://lnkd.in/gty6XpVF
    25. Calculus https://lnkd.in/gjhsmsxu
    26. Time Series : https://bit.ly/3Fvuep4
    27. NLP: https://bit.ly/3Fvursm
    28. Neural Network : https://lnkd.in/gThs2AAp
    29. Deep Learning : https://lnkd.in/gVbSPae2
    30. Machine Learning : https://bit.ly/3mZ5Wh3
    31. Apache Spark : https://lnkd.in/ge7Rj-Yr
    32. Hadoop : https://bit.ly/3Lq34DR
    33. Big-O Notation t: https://lnkd.in/gfYqM8WU
    34. Regular Expression : https://lnkd.in/gE9kZTZW
    35. Unix/Linux Permissions https://bit.ly/3ZUfwA8
    36. Python String Formatting https://lnkd.in/gHi26Uk2
    37. Flask : https://lnkd.in/gGzbSTgU
    38. Django : https://lnkd.in/grZcWz8y
    39. SQL : https://lnkd.in/gyierV3f
    40. PostgreSQL : https://lnkd.in/gzfiW7zB
    41. MySQL: https://lnkd.in/g4JnPVTe
    42. MongoDB : https://lnkd.in/gHc4F4ER
    43. TensorFlow Probability Cheat Sheet: https://lnkd.in/gr3bgDGP
    44. OpenAI GPT-3 Documentation: https://lnkd.in/gawB_SC9
    45. GPT-3 API Reference: https://lnkd.in/gtCGZvX8
    46. GPT-3 GitHub Repository: https://lnkd.in/g56cQQPD
    47. Chat GPT Cheat Sheet : https://lnkd.in/e43cDB9q
    48. Apache Cookbook
    71 Python projects with  source code.

Google Certification

 Google courses to master career in 2024.


1. Google IT Support Professional Certificate

Link: https://lnkd.in/d3UuYRPx

Benefits:

◆ Get a job as an IT support specialist
◆ Learn how to troubleshoot and repair computers
◆ Learn how to network and secure computers
◆ Earn a certificate from Google

2. Google IT Automation with Python Professional Certificate

Link: https://lnkd.in/dmVr_xUd

Benefits:

◆Learn how to automate IT tasks with Python
◆ Get a job as an IT Automation Specialist
◆Earn a certificate from Google

3. Data Engineering with Google Cloud Professional Certificate

Link: https://lnkd.in/drhRQMZ8

Benefits:

◆ Learn how to build and manage data pipelines with Google Cloud
◆ Get a job as a Data Engineer
◆ Earn a certificate from Google

4. Firebase in a Weekend

Link: https://lnkd.in/dNdZXfC3

Benefits:

◆ Learn how to build mobile and web apps with Firebase
◆ Get a job as a Firebase Developer
◆ Earn a badge from Google

5. Android Basics by Google

Link: https://lnkd.in/dtH3REZP

Benefits:

◆ Learn how to build Android apps
◆ Get a job as an Android Developer
◆ Earn a certificate from Google

6. Digital Marketing & E-commerce Essentials

Link: https://lnkd.in/dE2TJ-DG

Benefits:

◆ Learn the fundamentals of digital marketing and e-commerce
◆ Get a job in digital marketing or e-commerce
◆ Earn a certificate from Google

7. Google Ads for Beginners

Link: https://lnkd.in/dD8AHqfu

Benefits:

◆ Learn how to create and manage Google Ads campaigns
◆ Get a job as an SEO or SEM Specialist
◆ Earn a certificate from Google

8. Google Cloud Fundamentals: Core Infrastructure

Link: https://lnkd.in/dwBWVM7Q

9. Google Cloud Big Data and Machine Learning Fundamentals

Link: https://lnkd.in/dPW_Jckv

10. Google Cloud Fundamentals for AWS Professionals

Link: https://lnkd.in/d2KucPWv

Microsoft Certification

Here are 14 FREE courses you don't want to miss:

1 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐭𝐨 𝐀𝐥:In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

👉Check this out

https://lnkd.in/g-aM-f5D

2.𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐰𝐢𝐭𝐡 𝐋𝐚𝐫𝐠𝐞 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬:

👉Check this out

https://lnkd.in/g3NTsQjE

3.𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐝𝐯𝐞𝐫𝐬𝐚𝐫𝐢𝐚𝐥 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐬 (𝐆𝐀𝐍𝐬) 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧: Break into the GANs space. Master cutting-edge GANs techniques through three hands-on courses!

👉Check this out

https://lnkd.in/gCX_EAx8

4.𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 (𝐀𝐈)

👉Check this out

https://lnkd.in/gsvyvAik

5.𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐏𝐫𝐢𝐦𝐞𝐫

👉Check this out

https://lnkd.in/gJ5X2Yxm

6. 𝐍𝐚𝐭𝐮𝐫𝐚𝐥 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧

👉Check this out

https://lnkd.in/gn6xGtce

7. 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐀𝐥: An overview of AI tools for project managers, executives, and students starting their AI career.

👉Check this out

https://lnkd.in/dvVP9JeG

8. 𝐖𝐡𝐚𝐭 𝐈𝐬 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐥?: Learn about the basics, history, working principles, and ethical implications of Generative AI.

👉Check this out

https://lnkd.in/duy28vK3

9. 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐥:

👉Check this out

https://lnkd.in/dwruHPSj

10. 𝐒𝐭𝐫𝐞𝐚𝐦𝐥𝐢𝐧𝐢𝐧𝐠 𝐘𝐨𝐮𝐫 𝐖𝐨𝐫𝐤 𝐰𝐢𝐭𝐡 𝐁𝐢𝐧𝐠 𝐂𝐡𝐚𝐭:
Utilize Microsoft Bing Chat to automate and streamline tasks effectively.

👉Check this out

https://lnkd.in/dS72VTSK

11. 𝐄𝐭𝐡𝐢𝐜𝐬 𝐢𝐧 𝐭𝐡𝐞 𝐀𝐠𝐞 𝐨𝐟 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐥: Address ethical concerns in deploying Generative AI, understanding the ethical analysis framework.

👉Check this out

https://lnkd.in/dD63DHUs

12. 𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐀𝐳𝐮𝐫𝐞 𝐀𝐈 𝐅𝐮𝐧𝐝𝐚𝐦𝐞𝐧𝐭𝐚𝐥𝐬
Learn how to use Azure Machine Learning to create and publish models without writing code.

👉Check this out

https://lnkd.in/dM6bnkKH

12. 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠

This course is a great way to learn the basics and use cases of Machine Learning.

👉Check this out

https://lnkd.in/d_B6m9QZ

13. 𝐀𝐈 𝐟𝐨𝐫 𝐁𝐞𝐠𝐢𝐧𝐧𝐞𝐫𝐬 - By Microsoft

👉Check this out
https://lnkd.in/dHeHqtAA

14. 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧

👉Check this out

https://lnkd.in/dytmJgYR

SQL cheatsheet

Master SQL

Google Data Analytics

1. Google Data Analytics:

🔗https://lnkd.in/d_eAZ2wB


2. Learn Python Basics for Data Analysis

🔗https://lnkd.in/dSwuqVAm


3. Data Analysis with R Programming

🔗 https://lnkd.in/dCJYSbzE


4. Foundations: Data, Data, Everywhere

🔗https://lnkd.in/db4HN23c


5. Ask Questions to Make Data-Driven Decisions

🔗https://lnkd.in/dwRRwQ6Z


6. Process Data from Dirty to Clean

🔗 https://lnkd.in/db3QzbPh


7. Share Data Through the Art of Visualization

🔗 https://lnkd.in/darCNvxG


8. Analyze Data to Answer Questions

🔗https://lnkd.in/dEEPHFD5


9. Get Started with Python

🔗https://lnkd.in/dCzeH-WP


10. Go Beyond the Numbers: Translate Data into Insights

🔗 https://lnkd.in/dk--DWhT


11. The Power of Statistics

🔗 https://lnkd.in/djPTRnPR


12. Regression Analysis: Simplify Complex Data Relationships

🔗 https://lnkd.in/dFPPEP7N


13. The Nuts and Bolts of Machine Learning

🔗 https://lnkd.in/d9PUhiq5


14. Google Advanced Data Analytics Capstone

🔗 https://lnkd.in/ddYqDxsG

Microsoft Fundamentals

1. Python for Beginners

🔗 https://lnkd.in/drQMQsBK

2. Introduction to Machine Learning with Python

🔗 https://lnkd.in/dg3Kh6ZN

3. Microsoft Azure AI Fundamentals

🔗 https://lnkd.in/dM6bnkKH

4. Write Your First Code Using C#

🔗 https://lnkd.in/dT3wXBwg

5. Get started with AI on Azure

🔗 https://lnkd.in/d79qWhcV

6. Microsoft Azure Fundamentals: Describe Cloud Concepts

🔗 https://lnkd.in/dUhs6GMJ

7. Introduction to GitHub

🔗 https://lnkd.in/d6VQF2Zk

8. Build an Early-Stage Startup

🔗 https://lnkd.in/dZvAX-RQ

9. Microsoft Search Fundamentals

🔗 https://lnkd.in/d4t2uGSF

10. Get Started with Office 365

🔗 https://lnkd.in/dYP-m2e5

11. Data Science for Beginners

🔗 https://lnkd.in/dCuZtmeT

AWS Fundamentals

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  1. AWS Cloud Practitioner Essentials

    https://lnkd.in/giBTFgNf

    2. AWS Cloud Technical Essentials

    https://lnkd.in/gMcdT65P

    3. Building Modern Python Applications on AWS

    https://lnkd.in/ggGNigzK

    4. Amazon DynamoDB: Building NoSQL Database-Driven Applications

    https://lnkd.in/gyHvu2fh

    5. Getting Started with Data Analytics on AWS

    https://lnkd.in/gzinyqHn

    6. A Practical Introduction to Cloud Computing

    https://lnkd.in/gbDmRfAv

    7. Cloud Computing With Amazon Web Services

    https://lnkd.in/gpNr6aU9

    8. Starting your Career with Amazon AWS

    https://lnkd.in/gD38xW9v

    9. Amazon Web Services (AWS) - Zero to Hero

    https://lnkd.in/g6QryAtq

    10. Amazon Web Services - Learning and Implementing AWS Solution

    https://lnkd.in/gWGMCRdv

    11. Serverless computing in AWS

    https://lnkd.in/gaphn9fs

    12. AWS Certified Solutions Architect Associate Introduction

    https://lnkd.in/g5PCHsSC

    13. All About AWS Lambda and Serverless

    https://lnkd.in/gVmWZBuN

    14. AWS Tutorials - DynamoDB and Database Migration Service

    https://lnkd.in/ghJx-CzB

    15. Multitier architecture with AWS

    https://lnkd.in/gp4_Qs_U

    16. Amazon Web Services (AWS): CloudFormation

    https://lnkd.in/g4MhQzAM

    17. AWS VPC Transit Gateway - Hands On Learning!

    https://lnkd.in/gTBcZmFT

    18. Frontend is for Everyone

    https://lnkd.in/g6MgpfVB

    19. AWS For Beginners

    https://lnkd.in/gFQgT_H7

    20. AWS for Beginners: First step to start your Cloud Computing career

    https://lnkd.in/gWRJCsiw

    21. Getting Started with AWS Services Fundamentals for Beginners

    https://lnkd.in/ghQvY9gC

        22. AWS Services in a Nutshell