Society of AI

What is data pre-processing?

  • Data pre-processing is a step in Machine Learning where we transform data before feeding it to the model.
  • This helps machine to easily parse it and thus improves the ability of our model to learn and its efficiency.
  • There are huge amounts of data in different formats which is not understood by the machine, thus pre-processing it is very helpful.

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Introduction to GPU

GPUs are fast because they have high-bandwidth memories and hardware that performs floating-point arithmetic at significantly higher rates than conventional CPUs

Processing large blocks of data is basically what Machine Learning does, so GPUs come in handy for ML tasks. TensorFlow and Pytorch are examples of libraries that already make…

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Scikit-learn is a machine learning application for the used in Python Programming language.

• It is used in tasks like classification ,regression and clustering algorithms.

•It is built on NumPy, SciPy, and matplotlib

•It is written in C,C++,Python,Cython

•conda install -c intel scikit-learn

  • conda install scikit-learn
Scikit Learn

Supervised learning is when…

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From histograms to scatterplots, matplotlib lays down an array of colors, themes, palettes, and other options to customize and personalize our plots. matplotlib is useful whether you’re performing data exploration for a machine learning project or simply want to create dazzling and eye-catching charts.

Matplotlib can be used in Python…

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Pandas object types:

Pandas have two object types:

Series: Series is a type of list in pandas that can take integer values, string values, double values, and more.

Dataframe: Dataframe can be made of more than one series or we can say
that a data frame is a collection of series that can be used to analyze.

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An informative article, AI has brought a revolutionary change. As you mentioned, Virtual Personal assistants, Goods Recommendations and predictions, it is being applied to various industries and sectors today, be it healthcare, social media, marketing, customer experience and relationship management, transportation, media and entertainment. It aids in enhancing their productivity and business growth. For more information, have a look - https://youtu.be/whtF56aWViQ

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Society of AI

Society of AI

Society of AI has an vision to educate people how Artificial Intelligence can change their life!