Microsoft Learn Student Ambassador - UEL

𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗶𝘀 𝗺𝗮𝘀𝘀𝗶𝘃𝗲 𝗯𝘂𝘁 𝘆𝗼𝘂 𝗼𝗻𝗹𝘆 𝗻𝗲𝗲𝗱 𝘁𝗵𝗲𝘀𝗲 𝗲𝘀𝘀𝗲𝗻𝘁𝗶𝗮𝗹 𝘀𝗸𝗶𝗹𝗹𝘀

You don’t need 100s of courses or a PhD to master Data Science.

Here’s a structured roadmap with top free resources to learn everything step by step.

𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
↳ Key Topics: Classification, Regression, Reinforcement Learning, Deep Learning, Clustering, Dimensionality Reduction
↳ Resource: Andrew Ng’s CS229 -
https://cs229.stanford.edu?wt.mc_id=studentamb_360801

𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀
↳ Key Topics: Feature Engineering, Data Wrangling, Exploratory Data Analysis (EDA)
↳ Resource: MIT’s 6.0002 - https://ocw.mit.edu/courses/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/?wt.mc_id=studentamb_360801

𝗠𝗮𝘁𝗵𝗲𝗺𝗮𝘁𝗶𝗰𝘀
↳ Key Topics: Statistics, Linear Algebra, Differential Calculus
↳ Resource: Khan Academy’s Linear Algebra - https://www.khanacademy.org/math/linear-algebra?wt.mc_id=studentamb_360801


𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀
↳ Key Tools: Python, R, Java
↳ Resource: Python for Data Science by Harvard - http://cs109.org/?wt.mc_id=studentamb_360801

𝗗𝗮𝘁𝗮 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻
↳ Key Tools: Tableau, Power BI, Matplotlib, Seaborn
↳ Resource: Data Visualization by UC Berkeley - https://www.edx.org/learn/data-visualization/tsinghua-university-shu-ju-ke-shi-hua-data-visualization?wt.mc_id=studentamb_360801

𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴
↳ Key Tools: Beautiful Soup, Scrapy, URLLib
↳ Resource: Web Scraping with Python -https://realpython.com/web-scraping-python-and-selenium/?wt.mc_id=studentamb_360801

𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁
↳ Key Tools: AWS, Azure
↳ Resource: AWS Machine Learning University - https://aws.amazon.com/ai/machine-learning/?wt.mc_id=studentamb_360801

𝗥𝗲𝗮𝗱𝘆 𝘁𝗼 𝗺𝗮𝘀𝘁𝗲𝗿 𝗱𝗮𝘁𝗮 𝘀𝗰𝗶𝗲𝗻𝗰𝗲? Pick one skill, start learning, and build real-world projects to solidify your expertise.

Let me know which one you’re focusing on!

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Claim GitHub Administration badge easily:
https://learn.microsoft.com/en-us/collections/mom7u1gzjdxw03?wt.mc_id=studentamb_360801

💫 Student Learn Path on Microsoft Learn
"*Azure Data Fundamentals*"
• Check it out here: https://learn.microsoft.com/en-us/plans/8pkkiy5xgxnpmw?tab=tab-created&source=docs&learnerGroupId=046a389e-f677-40c9-8c9c-2ab32d40aefe&wt.mc_id=studentamb_360801

Ready to get started? Click on the link above and enroll in the "*Azure Data Fundamentals*" Learn Path today!

Feel free to share this link with your classmates or anyone interested in learning more about cloud computing!

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Plans Microsoft Learn Plans

🚀 Join My Student Learn Plan: Copilot for Microsoft 365! 🎉

Excited to share that I’m hosting a Student Learn Plan as part of my journey to become a Microsoft Learn Student Ambassador! If you're interested in unlocking the potential of Microsoft 365 Copilot, this is the perfect place to start.

🔗 Join here: https://learn.microsoft.com/en-us/plans/o1mmcm6o12jygw?tab=tab-created&learnerGroupId=9c16feaa-655b-4777-b85b-a8aed20600bb&wt.mc_id=studentamb_360801?wt.mc_id=studentamb_360801

Let’s learn together and explore how AI can transform the way we work with Microsoft 365 tools!

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Get Free Microsoft Goodies just by learning

Microsoft is Offering FREE Certification Courses!No Fee, No Subscription, Just Start Learning.

Daily Update: https://chat.whatsapp.com/BPy9HuEr9hbJkq4HpHnpMC?wt.mc_id=studentamb_360801

Get Free Microsoft Goodies just by learning

Microsoft is Offering FREE Certification Courses!No Fee, No Subscription, Just Start Learning.

Microsoft Security Operations Analyst
Course SC-200T00
96-Hour Course
Course Link:
(https://azure.microsoft.com/?wt.mc_id=studentamb_360801)

Microsoft Azure Fundamentals
Course AZ-900T00
24-Hour Course
Course Link:
(https://cloudblogs.microsoft.com/?wt.mc_id=studentamb_360801)

Developing Solutions for Microsoft Azure
Course AZ-204T00
120-Hour Course
Course Link:
(https://code.visualstudio.com/?wt.mc_id=studentamb_360801)

Microsoft Azure Administrator
Course AZ-104T00
96-Hour Course
Course Link:
(https://devblogs.microsoft.com/?wt.mc_id=studentamb_360801)

Configuring and Operating Microsoft Azure Virtual Desktop
Course AZ-140
96-Hour Course
Course Link:
(https://developer.microsoft.com/?wt.mc_id=studentamb_360801)

Designing Microsoft Azure Infrastructure Solutions
Course AZ-305T00
96-Hour Course
Course Link:
(https://techcommunity.microsoft.com/?wt.mc_id=studentamb_360801)

Microsoft Community Hub

Get ready to level up your skills! Join us for a hands-on workshop where you'll master concepts regarding web development. Please refrain from sharing any promotional materials, invitations, or requests for freelancing services.

Group Link: https://chat.whatsapp.com/BPy9HuEr9hbJkq4HpHnpMC?wt.mc_id=studentamb_360801

The article is out on LinkedIn as well! This whole scenario is also asked in interviews as well.

www.linkedin.com