Welcome to LEARNING PATHS repo

• Below are the links related to computer science stuff

Happy Learning !!

ROADMAP TO LEARN DATASCIENCE

Courtesy - Swami Chandrasekaran

CHEATSHEETS

𝐋𝐢𝐬𝐭 𝐨𝐟 𝐜𝐚𝐫𝐞𝐟𝐮𝐥𝐥𝐲 𝐜𝐮𝐫𝐚𝐭𝐞𝐝 65 𝐜𝐡𝐞𝐚𝐭𝐬𝐡𝐞𝐞𝐭𝐬 𝐲𝐨𝐮 𝐰𝐢𝐥𝐥 𝐞𝐯𝐞𝐫 𝐧𝐞𝐞𝐝 :-

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/g5JEXaDn
9. PyTorch https://lnkd.in/gVdkbQEW
10. SQL : https://lnkd.in/gnwe4qcb
11. R : https://lnkd.in/gEgJ6A8j
12. Git : https://lnkd.in/gyzhztvH
13. AWS https://lnkd.in/gD9VK2jx
14. Azure https://lnkd.in/gKeRzCNB
15. Google Cloud Platform : https://lnkd.in/g9QCaQqM
16. Docker : https://lnkd.in/g6idgSD2
17. Kubernetes https://lnkd.in/gjXCT7Mb
18. Linux Command Line : https://lnkd.in/g7cDEfvC
19. Jupyter Notebook https://lnkd.in/g7cPmgHQ
20. Data Wrangling : https://lnkd.in/gf7rKbgw
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://lnkd.in/gC2UjzRS
27. NLP: https://lnkd.in/gdSWUma3
28. Neural Network : https://lnkd.in/gV_YPzUi
29. Deep Learning : https://lnkd.in/gVbSPae2
30. Machine Learning : https://lnkd.in/gGArut_j
31. Apache Spark : https://lnkd.in/ge7Rj-Yr
32. Hadoop : https://lnkd.in/gcjFNmnV
33. Big-O Notation t: https://lnkd.in/gfYqM8WU
34. Regular Expression : https://lnkd.in/gE9kZTZW
35. Unix/Linux Permissions https://lnkd.in/gYXRvW2P
36. Python String Formatting https://lnkd.in/gHi26Uk2
37. Flask : https://lnkd.in/g5zG68BG
38. Django : https://lnkd.in/grZcWz8y
39. AWS S3 : https://lnkd.in/gAnXrApa
40. AWS Lambda : https://lnkd.in/gfHvnVsG
41. AWS EC2 : https://lnkd.in/gbSHMxHy
42. AWS CloudFormation : https://lnkd.in/gizM5zGw
43. AWS IAM : https://lnkd.in/gzefDV2v
44. AWS API Gateway : https://lnkd.in/gjyYTqCE
45. AWS Route 53 : https://lnkd.in/gJWK9KqR
46. AWS EKS : https://lnkd.in/gUZYvdvB
47. AWS ECS : https://lnkd.in/geu_Hmu3
48. AWS RDS : https://lnkd.in/g-i6kMWB
49. AWS Redshift : https://lnkd.in/gH_fEdU8
50. AWS DynamoDB : https://lnkd.in/ghvfM889
51. Git : https://lnkd.in/gyzhztvH
52. SQL : https://lnkd.in/gyierV3f
53. PostgreSQL : https://lnkd.in/gzfiW7zB
54. MySQL: https://lnkd.in/g4JnPVTe
55. MongoDB : https://lnkd.in/gHc4F4ER
56. PySpark RDD : https://lnkd.in/gTHUYckq
57. PySpark MLlib : https://lnkd.in/ggSy4AqJ
58. PySpark GraphX : https://lnkd.in/gmttid5x
59. PyTorch Lightning : https://lnkd.in/gNnq5QXz
60. TensorFlow Probability Cheat Sheet: https://lnkd.in/gr3bgDGP
61. OpenAI GPT-3 Documentation: https://lnkd.in/gawB_SC9
62. GPT-3 API Reference: https://lnkd.in/gtCGZvX8
63. GPT-3 GitHub Repository: https://lnkd.in/g56cQQPD
64. How to use GPT-3 in Python: https://lnkd.in/gSx354PM
65. Getting started with GPT-3: https://lnkd.in/g999qJmH

LINKS TO LEARN POWERBI

If you want to Master Power BI , Try these FREE High Quality Courses! 📊🌐(Guaranteed results!)

🏆🔗 𝟴-𝗛𝗼𝘂𝗿 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗖𝗼𝘂𝗿𝘀𝗲 𝗳𝗼𝗿 𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿𝘀 https://lnkd.in/dYb9CvB3

🏆🔗 𝗛𝗮𝗻𝗱𝘀-𝗢𝗻 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗧𝘂𝘁𝗼𝗿𝗶𝗮𝗹: 𝗙𝗿𝗼𝗺 𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿 𝘁𝗼 𝗣𝗿𝗼 https://lnkd.in/gtB9YSM6

🏆🔗 𝟰-𝗛𝗼𝘂𝗿 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗖𝗼𝘂𝗿𝘀𝗲 𝗳𝗼𝗿 𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿𝘀 https://lnkd.in/gi2CKw4t

🏆🔗 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗧𝘂𝘁𝗼𝗿𝗶𝗮𝗹 𝗳𝗼𝗿 𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿𝘀 https://lnkd.in/gBEswDxR

🏆🔗 𝟲-𝗛𝗼𝘂𝗿 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗖𝗼𝘂𝗿𝘀𝗲 𝗳𝗼𝗿 𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿𝘀 https://lnkd.in/gjk2hBRi

🏆🔗 𝗟𝗲𝗮𝗿𝗻 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝘄𝗶𝘁𝗵 𝘁𝗵𝗶𝘀 𝗖𝗼𝗺𝗽𝗿𝗲𝗵𝗲𝗻𝘀𝗶𝘃𝗲 𝗧𝘂𝘁𝗼𝗿𝗶𝗮𝗹 https://lnkd.in/g887j9C5

🏆 🔗 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗗𝗔𝗫 𝗳𝗼𝗿 𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿𝘀 - 𝗘𝗻𝗱 𝘁𝗼 𝗘𝗻𝗱 𝗖𝗼𝘂𝗿𝘀𝗲 https://lnkd.in/dQX7rGbh

🏆 🔗 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗗𝗔𝗫 𝗧𝘂𝘁𝗼𝗿𝗶𝗮𝗹 - 𝗙𝘂𝗹𝗹 𝗖𝗼𝘂𝗿𝘀𝗲 https://lnkd.in/gdbxctCf

📚 𝗘𝘀𝘀𝗲𝗻𝘁𝗶𝗮𝗹 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻: 📘 Microsoft Power BI Documentation - https://lnkd.in/dbAT7QQ9 📘 Engage with the Power BI Community - https://lnkd.in/d3-FGaUq

CYBERSECURITY

1. 7 free cybersecurity resources you need to bookmark

https://lnkd.in/e8SyHpmA

2. "5 Best Free Cyber Security Courses for Begineers to Learn in 2022"

https://lnkd.in/e7CT5eUx

3. "Top 12 online cybersecurity courses for 2023"

https://lnkd.in/e-G7atS3

https://lnkd.in/gTQ9J94D

Data Science Road Map with FREE Courses

𝗙𝗿𝗼𝗺 𝘁𝗵𝗲 𝗕𝗮𝘀𝗶𝗰𝘀 𝗼𝗳 𝗣𝘆𝘁𝗵𝗼𝗻 𝘁𝗼 𝗧𝗲𝗻𝘀𝗼𝗿𝗙𝗹𝗼𝘄, 𝗟𝗲𝗮𝗿𝗻 𝗲𝘃𝗲𝗿𝘆𝘁𝗵𝗶𝗻𝗴 𝗯𝘆 𝘀𝗽𝗲𝗻𝗱𝗶𝗻𝗴 $𝟬

1. Learn Python Basics for Data Analysis

🔗https://lnkd.in/d9FUWPGc

2. Data Science Foundation

🔗https://lnkd.in/dqwYK7Rp

3. Data Science with Python

🔗https://lnkd.in/d3xrXj6w

4. Statistics for Data Science with Python

🔗https://lnkd.in/dnYRYSGq

5. Data Management and Visualization

🔗https://lnkd.in/dfyx8tNM

6. Data Visualization with R

🔗https://lnkd.in/dXzgiQRX

7. Data Visualization and Communication with Tableau

🔗https://lnkd.in/dmDvAJWR

8. Machine Learning Crash Course

🔗https://lnkd.in/dRp6kTtJ

9. Data Manipulation at Scale: Systems and Algorithms

🔗https://lnkd.in/d-AACiSX

10. Data and Deployment Specialization

🔗https://lnkd.in/d6d2m9SS

11. AI Workflow: Enterprise Model Deployment

LEARNING PATHS FOR MBA

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These 21 resources are GOLD, save this post for future:

1. Leadership: Foundations of Teamwork and Leadership

School: Wharton https://lnkd.in/deuTJX3p

2. Marketing: Marketing Management

School: Wharton https://lnkd.in/dzuU3bXw

3. Microeconomics: Microeconomics for Managers

School: MIT https://lnkd.in/dmiGZQ2b

4. Financial Theory

School: Yale https://lnkd.in/dFkh9KcY

5. Financial Markets

School: Yale https://lnkd.in/dU-uqCQJ

6. Private Equity: Perspectives and Limited and General Partners

School: Wharton https://lnkd.in/dyx8WmnN

7. Private Equity: The Consolidation Play and Due Diligence

School: Wharton https://lnkd.in/dUiBNCyZ

8. Principles of Microeconomics School: wharton

School: MIT https://lnkd.in/da5Tb4sG

9. Game Theory

School: Yale https://lnkd.in/dgaRbwh9

10. How to Launch a Successful Startup Company

School: MIT https://lnkd.in/dYwgmPk2

11. Blockchain and Money

School: MIT https://lnkd.in/d-UAfbEn

12. How to Speak

School: MIT https://lnkd.in/dY8ixi_C

13. Scale School

School: Wharton https://lnkd.in/dJeu6K48

14. Growth through acquisition

School: Wharton https://lnkd.in/ddKNMsgf

15. Valuation

School: NYU Aswath Damodaran's Valuation series https://lnkd.in/dCfGua3r

16. Negotiation

School: Stanford https://lnkd.in/dD6JR6Th

17. Supply chain Management

School: MIT https://lnkd.in/dYbxnZXC

18. Human Resource Management

School: HFU https://lnkd.in/dfNH3b6v

19. Corporate Finance

School: NYU https://lnkd.in/dT9735cY

School: Corporate Finance Institute https://lnkd.in/d5yMsWgM

20. Financial Management

School: IIT Roorkee https://lnkd.in/dqnU5qZT

21. Organizational Culture

School: Stanford https://lnkd.in/ds8crbqM

22. Operation Management

School: IITR https://lnkd.in/dAgqzj7d 🔗https://lnkd.in/dV8wHZVx

12. Deep Learning for Business

🔗https://lnkd.in/dnMQgjcp

13. Building Deep Learning Models with TensorFlow

🔗https://lnkd.in/dexah-qp