🚨 6 free online courses by Harvard University, in ML, AI, and Data Science.

𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐰𝐢𝐭𝐡 𝐏𝐲𝐭𝐡𝐨𝐧
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𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞: 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠
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𝐇𝐢𝐠𝐡-𝐝𝐢𝐦𝐞𝐧𝐬𝐢𝐨𝐧𝐚𝐥 𝐝𝐚𝐭𝐚 𝐚𝐧𝐚𝐥𝐲𝐬𝐢𝐬
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𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐟𝐨𝐫 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐏𝐫𝐨𝐟𝐞𝐬𝐬𝐢𝐨𝐧𝐚𝐥𝐬
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𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐦𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐏𝐲𝐭𝐡𝐨𝐧
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Free AI Course from Google: https://ai.google/education/

Free Python IBM course with Certificate: https://cognitiveclass.ai/courses/python-for-data-science

🍓 Python Certifications to boost your resume in 2023 🍓

𝟭. 𝗜𝗻𝘁𝗿𝗼 𝘁𝗼 𝗣𝘆𝘁𝗵𝗼𝗻
This a great course to get started with learning Python, if you have no coding experience.
👉 https://kaggle.com/learn/intro-to-programming

𝟮. 𝗣𝘆𝘁𝗵𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗰𝗼𝘂𝗿𝘀𝗲
Learn the fundamentals like functions, loops, conditional statements, etc of the most important language for data science.
👉 https://kaggle.com/learn/python

𝟯. 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗘𝘀𝘀𝗲𝗻𝘁𝗶𝗮𝗹𝘀 𝗶𝗻 𝗣𝘆𝘁𝗵𝗼𝗻
Part 1 prepares you for PCEP – Certified Entry-Level Python Programmer Certification.
Part 2 prepares you for PCAP – Certified Associate in Python Programming Certification.
👉 https://netacad.com/courses/programming/pcap-programming-essentials-python

𝟰. Python Data Structure and Algorithms
👉 https://news.1rj.ru/str/programming_guide/76

𝟱. 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝗳𝗶𝗰 𝗖𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗣𝘆𝘁𝗵𝗼𝗻
You'll learn Python fundamentals like variables, loops, conditionals, and functions.
Then you'll quickly ramp up to complex data structures, networking, relational databases, and data visualization.
👉 https://freecodecamp.org/learn/scientific-computing-with-python/

Free Resources to learn Ethical Hacking and Cyber Security
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Free Cyber Security course from Udacity

http://imp.i115008.net/7mJmZ3

Fundamentals of Computer Hacking

https://www.udemy.com/course/computer-hacking-fundamentals/

Ethical Hacking - SQL Injection Attack

https://www.udemy.com/course/sql-injection-ethical-hacking/

Cyber Security for Beginners Free Book

https://heimdalsecurity.com/pdf/cyber_security_for_beginners_ebook.pdf

Information Security Free Certified Course

https://www.freecodecamp.org/learn/information-security/

Complete Ethical Hacking Bootcamp 2021: Zero to Mastery

https://news.1rj.ru/str/ethicalhackingtoday/3

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FREE RESOURCES TO LEARN MACHINE LEARNING
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Intro to ML by MIT Free Course

https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.036+1T2019/about

Machine Learning for Everyone FREE BOOK

https://buildmedia.readthedocs.org/media/pdf/pymbook/latest/pymbook.pdf

ML Crash Course by Google

https://developers.google.com/machine-learning/crash-course

Advanced Machine Learning with Python Github

https://github.com/PacktPublishing/Advanced-Machine-Learning-with-Python

Practical Machine Learning Tools and Techniques Free Book

https://vk.com/doc10903696_437487078?hash=674d2f82c486ac525b&dl=ed6dd98cd9d60a642b

Python Machine Learning for beginners

https://news.1rj.ru/str/datasciencefun/1177

ENJOY LEARNING 👍👍

🖥 Roadmap of free courses for learning Python and Machine learning.

▪Data Science
▪ AI/ML
▪ Web Dev

1. Start with this
https://kaggle.com/learn/python

2. Take any one of these

❯ https://openclassrooms.com/courses/6900856-learn-programming-with-python

❯ https://scaler.com/topics/course/python-for-beginners/

❯ https://simplilearn.com/learn-python-basics-free-course-skillup

3. Then take this
https://netacad.com/courses/programming/pcap-programming-essentials-python

4. Attempt for this certification
https://freecodecamp.org/learn/scientific-computing-with-python/

5. Take it to next level

❯ Data Scrapping, NumPy, Pandas
https://scaler.com/topics/course/python-for-data-science/

❯ Data Analysis
https://openclassrooms.com/courses/2304731-learn-python-basics-for-data-analysis

❯ Data Visualization
https://kaggle.com/learn/data-visualization

❯ Django
https://openclassrooms.com/courses/6967196-create-a-web-application-with-django

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

❯ Deep Learning (TensorFlow)
http://kaggle.com/learn/intro-to-deep-learning

Please more reaction with our posts

𝐅𝐫𝐞𝐞 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐭𝐨 𝐚𝐝𝐝 𝐭𝐨 𝐲𝐨𝐮𝐫 𝐑𝐞𝐬𝐮𝐦𝐞 𝐢𝐧 𝟐𝟎𝟐𝟑:

🔸Data Science https://mylearn.oracle.com/ou/learning-path/become-an-oci-data-science-professional-2023/121944

🔸React https://hackerrank.com/skills-verification/react_basic

🔸Angular https://hackerrank.com/skills-verification/angular_intermediate

🔸SEO https://academy.hubspot.com/courses/seo-training

🔸Digital Marketing from Google http://learndigital.withgoogle.com/digitalgarage/course/digital-marketing

🔸Cloud Security https://mylearn.oracle.com/ou/learning-path/become-a-cloud-security-professional-2023/121923

🔸Web Dev (HTML and CSS) https://freecodecamp.org/learn/2022/responsive-web-design/

🔸Python https://cs50.harvard.edu/python/

🔸JavaScript https://hackerrank.com/skills-verification/javanoscript_intermediate

🔸DevOps https://mylearn.oracle.com/ou/learning-path/become-an-oci-devops-professional-2023/121756

🔸Machine Learning https://freecodecamp.org/learn/machine-learning-with-python/

🔸Java https://data-flair.training/courses/free-java-course/

🔸C++ http://learn.saylor.org/course/view.php?id=65

🔸Go https://hackerrank.com/skills-verification/golang_intermediate

🔸Neo4j Certified Professional https://graphacademy.neo4j.com/courses/neo4j

🔸Redis Certified Developer https://university.redis.com/certification/

🔸MongoDB https://learn.mongodb.com/learning-paths/mongodb-for-sql-professionals

🔸Backend Development https://freecodecamp.org/learn/back-end-development-and-apis/

🔸SQL https://hackerrank.com/skills-verification/sql_advanced

🔸C# https://freecodecamp.org/learn/foundational-c-sharp-with-microsoft/

Hope it helps :)

7⃣ Free Certification Courses from Microsoft to try in 2023:

https://news.1rj.ru/str/free4unow_backup/644

FREE RESOURCES TO LEARN PYTHON
👇👇

Free Udacity Course to learn Python

https://imp.i115008.net/5bK93j

Data Structure and OOPS in Python Free Courses

https://bit.ly/3t1WEBt

Free Certified Python course by Freecodecamp

https://www.freecodecamp.org/learn/scientific-computing-with-python/

Free Python Course from Google

https://developers.google.com/edu/python

Free Python Tutorials from Kaggle

https://www.kaggle.com/learn/python

Python hands-on Project

https://news.1rj.ru/str/Programming_experts/23

Free Python Books Collection

https://cfm.ehu.es/ricardo/docs/python/Learning_Python.pdf

https://static.realpython.com/python-basics-sample-chapters.pdf

👨‍💻Websites to Practice Python

1. http://codingbat.com/python
2. https://www.hackerrank.com/
3. https://www.hackerearth.com/practice/
4. https://projecteuler.net/archives
5. http://www.codeabbey.com/index/task_list
6. http://www.pythonchallenge.com/

Beginner's guide to Python Free Book

https://news.1rj.ru/str/pythondevelopersindia/144

Official Documentation

https://docs.python.org/3/

Join @free4unow_backup for more free courses

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5 FREE Courses by Harvard for Beginners 🔥🔥

Understanding Technology
https://pll.harvard.edu/course/cs50s-understanding-technology-0

Computer Science
https://pll.harvard.edu/course/cs50-introduction-computer-science

Programming Basics
https://pll.harvard.edu/course/cs50s-introduction-programming-scratch

Python
https://edx.org/course/cs50s-introduction-to-programming-with-python

Web Development
https://pll.harvard.edu/course/cs50s-web-programming-python-and-javanoscript

🕸 Learn Computer Science in 2023 from Harvard, Stanford, MIT, IBM, Microsoft, Google & other free resources 🕸

[Part - 2]

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

t.me/datasciencefun/1304

❯ Deep Learning
introtodeeplearning.com

t.me/machinelearning_deeplearning/4

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

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

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

Complete Roadmap with Free Resources to become a data analyst
👇👇
https://www.linkedin.com/posts/sql-analysts_dataanalysts-sql-python-activity-7111579206714572800-Hbmw?utm_source=share&utm_medium=member_android

Free Books:

C Programming
https://books.goalkicker.com/CBook/

Linux
https://books.goalkicker.com/LinuxBook/

Algorithms Book
https://books.goalkicker.com/AlgorithmsBook/

Android Notes
https://books.goalkicker.com/AndroidBook/

C#
https://books.goalkicker.com/CSharpBook/

Free Certificates to become a data analyst
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https://www.linkedin.com/posts/sql-analysts_freecertificates-dataanalysts-python-activity-7113004712412524545-Uw4k?utm_source=share&utm_medium=member_android

Official Python Docs
https://docs.python.org/3/

Tools:
http://docs.python-guide.org/en/latest/dev/virtualenvs/
http://www.pythonforbeginners.com/basics/python-pip-usage

Practice:
http://www.practicepython.org/
https://www.hackerrank.com
https://wiki.python.org/moin/PythonDecorators

Python GUI FAQ

https://docs.python.org/3/faq/gui.html

Model Checking, IIT Madras

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YT Playlists to Learn Complete SQL

Database Design Course freeCodeCamp
https://www.youtube.com/watch?v=ztHopE5Wnpc&pp=ygUPc3FsIGZ1bGwgY291cnNl

SQL (Full Course) - QAFox
https://www.youtube.com/watch?v=pVKT4N-Cgb8&list=PLsjUcU8CQXGFFAhJI6qTA8owv3z9jBbpd

SQL Tutorial - Full Database Course for Beginners - freeCodeCamp
https://www.youtube.com/watch?v=HXV3zeQKqGY&pp=ygUPc3FsIGZ1bGwgY291cnNl

SQL Tutorial for Beginners (and Technical Interview Questions Solved) - freeCodeCamp
https://www.youtube.com/watch?v=-fW2X7fh7Yg&pp=ygUPc3FsIGZ1bGwgY291cnNl

MySQL Tutorial for Beginners - Programming with Mosh
https://www.youtube.com/watch?v=7S_tz1z_5bA&pp=ygUPc3FsIGZ1bGwgY291cnNl

SQL Full Course | SQL For Beginners | Mysql Full Course - Simplilearn
https://www.youtube.com/watch?v=AA7i2GcTGwU&pp=ygUPc3FsIGZ1bGwgY291cnNl

🍻 Learn Computer Science in 2023 from Harvard, Stanford, MIT, IBM, Microsoft, Google 🍻

[Part - 3]

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

❯ TypeScript
http://learn.microsoft.com/training/paths/build-javanoscript-applications-typenoscript/

❯ 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

Here are 15 FREE Stanford courses you don't want to miss: 👇

📌1. Data Pre-Processing

🔗 https://edx.org/learn/data-science/harvard-university-data-science-wrangling

📌2. Statistics:

🔗 https://edx.org/learn/data-science/harvard-university-data-science-inference-and-modeling

📌3. Python:

🔗 https://edx.org/learn/python/harvard-university-cs50-s-introduction-to-programming-with-python

📌4. Data Visualization:

🔗 https://edx.org/learn/data-visualization/harvard-university-data-science-visualization

📌5. Machine Learning:

🔗 https://edx.org/learn/machine-learning/harvard-university-data-science-machine-learning

📌6. Computer Science:

🔗 https://pll.harvard.edu/course/cs50-introduction-computer-science

📌7. Game Development:

🔗 https://pll.harvard.edu/course/cs50s-introduction-game-development

📌8. Programming:

🔗 https://pll.harvard.edu/course/cs50s-introduction-programming-scratch

📌9. Web Programming:

🔗 https://learndigital.withgoogle.com/digitalgarage/course/effective-networking

📌10. Artificial Intelligence:

🔗 https://pll.harvard.edu/course/cs50s-introduction-artificial-intelligence-python/2023-05

📌11. AI for Beginners:

🔗 https://microsoft.github.io/AI-For-Beginners/

📌12. Data Science for Beginners:

🔗 https://microsoft.github.io/Data-Science-For-Beginners/#/

📌13. Machine Learning for Beginners:

🔗 https://microsoft.github.io/ML-For-Beginners/#/

📌14. R Programming Fundamentals:

🔗 https://online.stanford.edu/courses/xfds112-r-programming-fundamentals

📌15. Algorithms: Design and Analysis:

🔗 https://online.stanford.edu/courses/soe-ycsalgorithms1-algorithms-design-and-analysis-part-1