Machine Learning

Vodafone is hiring Data Engineer

For 2023, 2022 grads

Apply Link - https://tinyurl.com/39sy2ym3

Digitech Sols is hiring for the role of Data Entry/MIS Specialist.

Experience - 1 to 6 Years
Location - WFH

Apply Link - https://tinyurl.com/3e8mjsf3

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Learning Ray.
Flexible Distributed Python for Machine Learning. 2023
Max Pumperla,
Edward Oakes & Richard Liaw Foreword by Ion Stoica

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🖥 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

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Abdullah Karasan - Machine Learning for Financial Risk Management with Python_ Algorithms for Modeling Risk-O'Reilly Media (2022).pdf


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📌Free useful resources to learn Machine Learning

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

▪️Leetcode
https://leetcode.com/explore/featured/card/machine-learning-101

▪️Hackerrank
https://www.hackerrank.com/domains/ai/machine-learning

▪️FreeCodeCamp
https://www.freecodecamp.org/learn/machine-learning-with-python/

▪️Kaggle
https://www.kaggle.com/learn/intro-to-machine-learning

https://www.kaggle.com/learn/intermediate-machine-learning

▪️Geeksforgeeks
https://www.geeksforgeeks.org/machine-learning/

▪️Create ML Models
https://docs.microsoft.com/en-us/learn/paths/create-machine-learn-models/

▪️Machine Learning Test Cheat Sheet
https://www.cheatography.com/lulu-0012/cheat-sheets/test-ml/pdf/

🔻Learn from YouTube❗️
https://m.youtube.com/channel/UC2teOyP_yekDu9CPV3DvLPA
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
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Agile Machine Learning: Effective Machine Learning Inspired by the Agile Manifesto (2019)

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