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Best YouTube channels for Data Science

❯ Python ➟ Corey Schafer
❯ SQL ➟ Joey Blue
❯ Data Analysis ➟ AlexTheAnalyst
❯ Excel ➟ Chandoo
❯ PowerBI ➟ Guy in a Cube
❯ Mathematics ➟ 3Blue1Brown
❯ Projects ➟ Ken Jee
❯ All-rounder ➟ Krish Naik

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Where to learn web development for Free

1. HTML → w3schools.com

2. CSS → web.dev/learn/css

3. JavaScript → javascript.info

4. SQL → SQLzap.com

4. Git & GitHub → git-scm.com

5. API → rapidapi.com/learn

6. Python → learnpython.org

8. React → react-tutorial.app

9. Web3 → learnweb3.io

10. Blockchain → cryptozombies.io

11. Data algorithms programiz.com/dsa

Join our community- https://t.me/SkillsUnlock

🚀 Discover these amazing AI tools to supercharge your productivity! 🤖

1. ChatGPT: The OG large language model by OpenAI
2. Midjourney: Text-to-image magic in Discord
3. Runway: Real-time text-to-video creation
4. Perplexity: Research-focused LLM
5. ElevenLabs: Text-to-speech and voice-cloning
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7. Jasper: Generate branded copy effortlessly
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13. Voicemod: Transform your voice in real-time
14. Grammarly: Enhance your writing instantly
15. Whisper: OpenAI's automatic speech recognition
16. AgentGPT: Assemble, configure, and deploy AI agents
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20. Framer: Design websites like a pro without code

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Keep Learning! 👍

9 Resume Ready DevOps Projects

Explore nine DevOps projects designed to boost your resume and show off your skills.

https://skillunlock.org/resume-ready-devops-projects/

This is how AI is impacting job searching already:

- AI prompts automating networking.
- AI platforms to generate resumes.
- AI tools to craft follow-up emails.
- AI machines to create content.
- AI resume platforms.
- AI interview tools.

AI will take over the job search in the next 3-5 years.

There’s one thing AI can’t do.

Bring a human touch to the job search.

You'll still need to personalize and customize your approach.

People will know if you are using AI for everything.

Will you be using AI in the future, or will you stick out in other ways?

Some Important Resources to Learn Computer Science in 2024,

- Harvard - Stanford
- MIT - IBM - Telegram
- Microsoft - Google

❯ CS50 from Harvard
http://cs50.harvard.edu/x/2023/certificate/

❯ C/C++
http://ocw.mit.edu/courses/6-s096-effective-programming-in-c-and-c-january-iap-2014/

❯ Python
http://cs50.harvard.edu/python/2022/

❯ SQL
http://online.stanford.edu/courses/soe-ydatabases0005-databases-relational-databases-and-sql

❯ DSA
http://techdevguide.withgoogle.com/paths/data-structures-and-algorithms/

❯ Java
http://learn.microsoft.com/shows/java-for-beginners/

❯ JavaScript
http://learn.microsoft.com/training/paths/web-development-101/

❯ TypeScript
http://learn.microsoft.com/training/paths/build-javascript-applications-typescript/

❯ C#
http://learn.microsoft.com/users/dotnet/collections/yz26f8y64n7k07

❯ Mathematics (incl. Statistics)
ocw.mit.edu/search/?d=Mathematics&s=department_course_numbers.sort_coursenum

❯ Data Science
cognitiveclass.ai/courses/data-science-101

❯ Machine Learning
http://developers.google.com/machine-learning/crash-course

❯ Deep Learning
introtodeeplearning.com

❯ Full Stack Web (HTML/CSS)
pll.harvard.edu/course/cs50s-web-programming-python-and-javascript/2023-05


❯ OS, Networking
ocw.mit.edu/courses/6-033-computer-system-engineering-spring-2018/

❯ Compiler Design
online.stanford.edu/courses/soe-ycscs1-compilers


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𝐋𝐞𝐚𝐫𝐧 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐰𝐢𝐭𝐡 𝐅𝐑𝐄𝐄 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐜𝐨𝐮𝐫𝐬𝐞𝐬 𝐢𝐧 𝟐𝟎𝟐𝟒:

1. Python
🔗http://freecodecamp.org/learn/scientific-computing-with-python/

2. SQL
🔗http://openclassrooms.com/courses/2071486-retrieve-data-using-sql

3. R
🔗http://mygreatlearning.com/academy/learn-for-free/courses/r-for-data-science

4. Excel
🔗http://simplilearn.com/learn-business-analytics-excel-fundamentals-skillup

5. PowerBI
🔗http://openclassrooms.com/courses/7434291-create-dashboards-with-powerbi

6. Tableau
🔗http://openclassrooms.com/courses/5873606-create-dashboards-with-tableau

7. Mathematics & Statistics
🔗http://matlabacademy.mathworks.com

8. Probability
🔗http://mygreatlearning.com/academy/learn-for-free/courses/probability-for-data-science

9. Data Analysis
🔗http://cognitiveclass.ai/courses/data-analysis-python

10. Data Visualization
🔗http://cognitiveclass.ai/courses/data-visualization-python

📌Here are the best FREE Data Science books. 👇🏽

🔷 Dive into Deep Learning: https://d2l.ai

🔷 Deep Learning: http://deeplearningbook.org

🔷 Interpretable Machine Learning: https://lnkd.in/grevvJhu

🔷 Machine Learning Yearning: https://lnkd.in/gviDYyf9

🔷 Mathematics for Machine Learning: http://mml-book.github.io

🔷 An Introduction to Statistical Learning: http://statlearning.com

Happy Learning 🌟
--------------------------------------
if you found this post helpful:

Join @SkillsUnlock for more such content.

Python Development is a highly in-demand and well-paying job in the tech industry.

If you're looking to become an excellent Python Developer, here's a roadmap that includes various online resources:

1 Python Basics :

Start with the fundamentals of Python programming, including variables, data types, control flow, loops, and functions.

1.1 https://lnkd.in/deZe7gxk

2 Object-Oriented Programming:
Learn about object-oriented programming concepts such as classes, objects, inheritance, and polymorphism.

https://lnkd.in/dF3gXMTT

3 Data Structures and Algorithms:
Understand the basics of data structures such as lists, dictionaries, tuples, and sets, as well as algorithms like sorting and searching.

https://lnkd.in/dYEktQ6x

4 Python Libraries :
Familiarize yourself with popular Python libraries such as NumPy, Pandas, Matplotlib, and Scikit-learn for data manipulation, analysis, and visualization.

4.1 Numpy : https://lnkd.in/deKZNr7j

4.2 Pandas : https://lnkd.in/deKZNr7j

4.3 Matplotlib : https://lnkd.in/deKZNr7j

4.4 Scikit Learn : https://lnkd.in/dbDD7mgA

Web Development

5.1 Flask

Learn Flask, a lightweight web application framework for Python.

https://lnkd.in/dREx7PiA

5.2 Django

Django is a high-level Python web framework that enables rapid development of secure and maintainable websites.

https://lnkd.in/d2MdpS4T

6 Database
Learn about database management systems like MySQL, SQLite, and PostgreSQL, and how to use them with Python.

6.1 https://lnkd.in/dr8tQMzG

6.2 https://lnkd.in/dYxHYR2T

7 Automation and Scripting :
Learn how to automate repetitive tasks and write scripts to make your work easier and more efficient using libraries like Selenium and Beautiful Soup.

7.1 https://lnkd.in/dBc7wEfp

7.2 https://lnkd.in/d-2u8Txz

8 Machine Learning :
Learn the basics of machine learning with Python and libraries such as TensorFlow and Keras.
https://lnkd.in/dAp--sC6

9 Data Science :
Get started with data science using Python libraries such as Pandas, NumPy, and Scikit-learn.
https://lnkd.in/dEk2-2_x

10 DevOps :
Understand the basics of DevOps, including containerization with Docker and container orchestration with Kubernetes.

https://lnkd.in/dmJbgE_4

11 Version Control :
Learn about version control systems like Git and how to use them to manage your codebase.
https://lnkd.in/dUxsQhiE

𝐉𝐨𝐢𝐧 𝐭𝐡𝐢𝐬 𝐭𝐞𝐥𝐞𝐠𝐫𝐚𝐦 𝐠𝐫𝐨𝐮𝐩 𝐟𝐨𝐫 𝐩𝐫𝐞𝐦𝐢𝐮𝐦 𝐉𝐨𝐛𝐬/Notes: https://t.me/SkillsUnlock

Try these Free courses from Microsoft in 2024 to level up your Skills 📈

𝟭. 𝗗𝗮𝘁𝗮 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/azure-data-fundamentals-explore-non-relational-data/

𝟮. 𝗦𝗾𝗹 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/azure-sql-fundamentals/

𝟯. 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜
https://learn.microsoft.com/en-us/training/paths/create-use-analvtics-reports-power-bi/

𝟰. 𝗔𝘇𝘂𝗿𝗲 𝗰𝗼𝘀𝗺𝗼𝘀 𝗗𝗕
https://learn.microsoft.com/en-us/training/paths/create-use-analytics-reports-power-bi/

𝟱. 𝗔𝗜 𝗳𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀
https://learn.microsoft.com/en-us/training/paths/create-no-code-predictive-models-azure-machine-learning/

𝟲. 𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗼 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
https://learn.microsoft.com/en-us/training/modules/introduction-to-machine-learning/

𝟳. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹 𝗔𝗜 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀
https://learn.microsoft.com/en-us/training/modules/get-started-ai-fundamentals/

𝟴. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜
https://learn.microsoft.com/en-us/training/modules/fundamentals-generative-ai/

𝟵. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻
https://learn.microsoft.com/en-us/training/modules/analyze-images-computer-vision/

𝟭𝟬. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗶𝗯𝗹𝗲 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜
https://learn.microsoft.com/en-us/training/modules/responsible-generative-ai/

𝟭𝟭. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗙𝗮𝗰𝗶𝗮𝗹 𝗥𝗲𝗰𝗼𝗴𝗻𝗶𝘁𝗶𝗼𝗻
https://learn.microsoft.com/en-in/training/modules/detect-analyze-faces/

𝟭𝟮. 𝗗𝗲𝘀𝗰𝗿𝗶𝗯𝗲 𝗰𝗹𝗼𝘂𝗱 𝗰𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴
https://learn.microsoft.com/en-in/training/modules/describe-cloud-compute/

𝟭𝟯. 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗼𝗳 𝗺𝗮𝗰𝗵𝗶𝗻𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴
https://learn.microsoft.com/en-in/training/modules/fundamentals-machine-learning/

𝟭𝟰. 𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗼 𝗚𝗶𝘁
https://learn.microsoft.com/en-in/training/modules/intro-to-git/

𝟭𝟱. 𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗼 𝗚𝗶𝘁𝗛𝘂𝗯
https://learn.microsoft.com/en-in/training/modules/introduction-to-github/

𝟭𝟲. 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗔𝘇𝘂𝗿𝗲 𝗙𝗿𝗲𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲
https://intellipaat.com/academy/course/free-microsoft-azure-certification-course/

𝟭𝟳. 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗖𝘆𝗯𝗲𝗿𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆 𝗔𝗻𝗮𝗹𝘆𝘀𝘁
https://imp.i384100.net/ZQ4bNQ

𝟭𝟴. 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝟯𝟲𝟱 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹𝘀 𝗦𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻
https://imp.i384100.net/LXGOAo

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