Last Updated on by Kumar Raja

List Of The Most Prominent Machine Learning Tools For Data Science

Most of us are well aware of the fact that Data Science is a multidisciplinary field that makes use of concepts in Statistics, Probability Concepts, Analytics Models, AI & as well as Machine Learning concepts. With the integration of these aspects into Data Science, it becomes much easier for the Data Scientists to interpret with data of an enormous level and explore insights from it. 

Joining for the Data Science Training In Hyderabad program by Kelly Technologies will help you grasp a clear idea of the data analysis process involved in Data Science. 

In this post, let’s look at some of the most extensively used tools in Machine Learning for Data Science.

Advanced Machine Learning Tools In Data Science-

Some of the popular Machine learning tools used in Data Science include

  • NLTK

NLTK can be interpreted as an advanced library that helps the analysts in performing various symbolic and statistical procedures for NLP. It also provides functions for stemming, lemmatization, punctuation, etc.

  • Keras

Designing APIs for neural networks has never been easier until the advent of Keras.  Most of the analytics experts find Keras to be very comfortable in performing rapid prototyping operations.

  • PyTorch

PyTorch is currently one of the most extensively used toolsets for Deep Learning operations, Pytorch is not just flexible, and agile bust is also open-source in nature. Just like Keras, PyTorch can also be used for rapid prototyping. Uber makes use of Pyro, which is built with PyTorch framework.

  • Scikit-Learn

It is one of the most extensively used Pythons Machine Learning libraries that supports the execution of operations like classification, regression, PCA, random forest, LDA, etc.

  • Apache Spark

Being a popular open-source framework that is developed for Big Data management, Apache Spark is now being used for data provision for various Machine Learning operations. SparkML is a standard extension of the Spark that allows you to process data on a large scale.

Get to know about the other set of tools in Machine Learning that are extensively used in Data Science by joining for the real-time Data Science training program by Kelly Technologies.

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