Define LogisticRegression class to encapsulate the functionality of Logistic Regression The class has 5 methods: __init__, sigmoid, compute_cost, fit and predict. First let's Initialize learning rate, epochs, weights and bias attributes using the __init__ method.
@sumanth_077
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Logistic Regression Implementation from Scratch in Python
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Logistic Regression Implemented from scratch in Python! Here is the step by step explanation with code:
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Exploring Cleanlab Studio for Data Quality Management
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Recently exploring the Cleanlab Studio and it's really good at handling the data quality. Thanks for sharing this Akshay!
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Year Wrap-Up: Python, Data Science, ML & 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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Modin Project Repository Checkout
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Checkout the Project Repository here: https://
github.com/modin-project/
modin
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Modin: Accelerating Pandas on Large Datasets
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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://
introtodeeplearning.com -
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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