Modin works well on larger datasets, where pandas becomes slow or runs out of memory Check the below example, Pandas (left) and Modin (right) performing the same pandas operations on a 2GB dataset. The only difference between the two examples is the import statement:
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Modin: A Python Library 10x Faster Than Pandas
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Pandas is one of the most important libraries for Data Science.
— Sumanth (@Sumanth_077) 7 février 2024
But when working with larger datasets it becomes really slow and runs out of memory
Introducing Modin a python library which is 10x faster than Pandas🔥
Thread🧵👇 pic.twitter.com/Wl09g5OmdKPandas is one of the most important libraries for Data Science. But when working with larger datasets it becomes really slow and runs out of memory Introducing Modin a python library which is 10x faster than Pandas Thread
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Wrapping up Python, Data Science, ML and LLM content sharing
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That's a wrap! Every day, I share and simply content around Python, Data Science, Machine Learning & Large Language Models. Find me → @Sumanth_077 Like/RT the first tweet and help this reach more people.
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MIT Introduction to Deep Learning Course Overview
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7. MIT's Introduction to Deep Learning This will give you a complete idea of Deep Learning, Computer vision and Natural Language Processing http://
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Stanford Machine Learning Specialization Deep Learning AI Course
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6. Stanford + Deep learning AI Machine Learning Specialization https://
coursera.org/specialization
s/machine-learning-introduction
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IBM Data Science Professional Course on Coursera
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5. IBM Data Science Professional Course: https://
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ertificates/ibm-data-science
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Harvard CS50 Introduction to Artificial Intelligence with Python Course
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4. Harvard CS50's Introduction to Artificial Intelligence with Python https://
pll.harvard.edu/course/cs50s-i
ntroduction-artificial-intelligence-python?delta=0
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MIT Introduction to Machine Learning: Free Video Lectures and PDF Notes
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3. Introduction to Machine Learning by MIT You can get video lectures also complete notes in the form of PDF files https://
openlearninglibrary.mit.edu/courses/course
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Free Python Data Science Machine Learning Courses from Top Universities
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Don't pay ridiculous amount of money to study Python, Data Science, and Machine Learning. Learn with these courses from Google, IBM and Top Universities like Stanford, MIT, Harvard for absolutely FREE:
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Python, Data Science, Machine Learning Content Creator Wrap-up
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That's a wrap! Every day, I share and simply content around Python, Data Science, Machine Learning & Large Language Models. Find me → @Sumanth_077 Like/RT the first tweet and help this reach more people.