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Getting Started with Predictive Analysis Kit

by Dhiren Gala Updated: Jun 7, 2022

Predictive analytics is a branch of advanced analytics that makes predictions about future outcomes using historical data combined with statistical modeling, data mining techniques and machine learning. This kit has been curated with ✅ Best Predictive Analysis open source libraries to get you started ✅ Popular Predictive Analysis topics with developers ✅ Collection of Predictive Analysis resources - blogs, books, tutorials, and more ✅ Example project on Breast Cancer Prediction using Support Vector Machines that you can build in 30 mins (Recording of hands-on training session provided)

Best Predictive Analysis open source libraries to get you started

tensorflowby tensorflow

C++ star image 170649 Version:1.15.0

License: Permissive (Apache-2.0)

An Open Source Machine Learning Framework for Everyone

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tensorflowby tensorflow

C++ star image 170649 Version:1.15.0 License: Permissive (Apache-2.0)

An Open Source Machine Learning Framework for Everyone
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scikit-learnby scikit-learn

Python star image 52681 Version:1.2.0

License: Permissive (BSD-3-Clause)

scikit-learn: machine learning in Python

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scikit-learnby scikit-learn

Python star image 52681 Version:1.2.0 License: Permissive (BSD-3-Clause)

scikit-learn: machine learning in Python
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scipyby scipy

Python star image 10747 Version:1.10.0

License: Permissive (BSD-3-Clause)

SciPy library main repository

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scipyby scipy

Python star image 10747 Version:1.10.0 License: Permissive (BSD-3-Clause)

SciPy library main repository
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numpyby numpy

Python star image 22522 Version:1.24.1

License: Permissive (BSD-3-Clause)

The fundamental package for scientific computing with Python.

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numpyby numpy

Python star image 22522 Version:1.24.1 License: Permissive (BSD-3-Clause)

The fundamental package for scientific computing with Python.
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kerasby keras-team

Python star image 57151 Version:2.11.0

License: Permissive (Apache-2.0)

Deep Learning for humans

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kerasby keras-team

Python star image 57151 Version:2.11.0 License: Permissive (Apache-2.0)

Deep Learning for humans
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beautifulsoupby mwilk11

HTML star image 0 Version:Current

License: No License (null)

A simple beautiful soup script to create an RSS-like reader for an NYTimes article

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beautifulsoupby mwilk11

HTML star image 0 Version:Current License: No License

A simple beautiful soup script to create an RSS-like reader for an NYTimes article
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Source Code for Breast Cancer Prediction Using Sklearn

Link to the dataset and Research Paper

Early-stage diagnosis significantly increases the chances of survival. The key challenge against Breast Cancer Detection is how to classify tumors into malignant (cancerous) or benign(noncancerous). A simple support vector machine implementation is used to determine key performance metrics. Wisconsin diagnostic dataset

Live demo on Breast Cancer Prediction that you can build in 30 mins

Here's a project with the installer, source code, and step-by-step tutorial that you can build in under 30 mins. ⬇️Get the 1-Click install Breast Cancer Prediction Engine Watch recording of a live training session on Breast Cancer Prediction using Support Vector Machines

Popular Machine Learning Algorithms for Predictive Analysis