The document provides an overview of various machine learning tools, including Scikit-learn, TensorFlow, Weka, PyTorch, and RapidMiner, highlighting their functionalities and applications. It categorizes tools based on their capabilities, such as data mining, deep learning, and natural language processing. Additionally, it mentions platforms like Google Cloud AutoML and Azure Machine Learning Studio that simplify machine learning for users with limited expertise.

2. WHAT IS MACHINE LEARNING ?
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3. LEARN FROM
EXAMPLE & EXPERIENCE
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4. TOP MACHINE LEARNING TOOLS
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TOP MACHINE LEARNING TOOLS
SCIKIT LEARN
• It is a Simple and efficient tool for data
mining and data analysis. Built on NumPy,
SciPy, and Matplotlib
• Provides a range of Supervised and
Unsupervised learning algorithms

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TOP MACHINE LEARNING TOOLS
KNIME (Konstanz Information Miner)
It is a free and open-source data analytics,
reporting, and integration platform built
for powerful analytics on a GUI based
workflow.

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TOP MACHINE LEARNING TOOLS
TensorFlow
It is easily trainable on CPU as well as GPU
for distributed computing.
You can train multiple neural networks
and multiple GPUs

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TOP MACHINE LEARNING TOOLS
WEKA
It is one of the most powerful Machine
Learning Tools for understanding and
visualizing machine learning algorithms on
your local machine.

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TOP MACHINE LEARNING TOOLS
Pytorch
Pytorch is a python based library built to
provide flexibility as a deep learning
development platform.
It is actively used by Facebook

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TOP MACHINE LEARNING TOOLS
RapidMiner
RapidMiner is a data science platform for
teams that unites data prep, machine
learning, & predictive model deployment.
It has a powerful and robust graphical user
interface

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TOP MACHINE LEARNING TOOLS
AutoML
Google Cloud AutoML makes the power of
machine learning available to you even if
you have limited knowledge of machine
learning.

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TOP MACHINE LEARNING TOOLS
Azure Machine Learning Studio
Google Cloud AutoML makes the power of
machine learning available to you even if
you have limited knowledge of machine
learning.

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TOP MACHINE LEARNING TOOLS
Accord.NET
It is a .NET machine learning framework
combined with Audio and Image
processing libraries completely written in
C#.

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TOP MACHINE LEARNING TOOLS
COLAB
It is a free Jupyter Notebook environment
that requires no setup and runs entirely in
the cloud.

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TOP MACHINE LEARNING TOOLS
NLTK
It is a Natural Language Processing Library
in Python.

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