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pycaret-demo-eb2's Introduction

Supervised Machine Learning in Power BI using PyCaret June 27, 2020

PyCaret is an open source, low-code machine learning library in Python that aims to reduce the cycle time from hypothesis to insights. PyCaret can be used for rapidly developing and deploying machine learning pipeline.

Official : https://www.pycaret.org

GitHub : https://www.github.com/pycaret/pycaret

LinkedIn : https://www.linkedin.com/company/pycaret/

YouTube : https://www.youtube.com/channel/UCxA1YTYJ9BEeo50lxyI_B3g

Watch PyCaret Official Announcement : https://www.youtube.com/watch?v=scd6KS03NiE

Resources

Official Tutorial Notebooks : https://lnkd.in/gd3Ny_4

Binary Classification Video Tutorial : https://lnkd.in/g9d6byC

Clustering in PyCaret Video Tutorial: https://lnkd.in/grVBfpS

Anomaly Detection in PyCaret Video Tutorial: https://lnkd.in/gsAzi_Y

Topic Modeling in PyCaret Video Tutorial: https://lnkd.in/gFNU4_h

Association Rule Mining in PyCaret Video Tutorial: https://lnkd.in/gRzpMcs

Create your first Kaggle Kernel using Titanic Dataset: https://lnkd.in/gwQgZUD

Build and deploy your first machine learning web app https://lnkd.in/g3iHA2z

PyCaret's integration with Microsoft Power BI https://lnkd.in/gKbsUuK

PyCaret's integration with Tableau by Andrew Cowan-Nagora https://lnkd.in/gqYbPmE

Machine Learning in SQL with PyCaret by Umar Farooque https://lnkd.in/gpH-pGH

NLP Classification using PyCaret by Prateek Baghel https://towardsdatascience.com/nlp-classification-in-python-pycaret-approach-vs-the-traditional-approach-602d38d29f06

Predict Gold Price Returns using PyCaret by Riazuddin Mohammad CFA, FRM, MMA https://towardsdatascience.com/machine-learning-to-predict-gold-price-returns-4bdb0506b132

Predict Crashes in Gold Prices using PyCaret by Riazuddin Mohammad CFA, FRM, MMA https://towardsdatascience.com/predicting-crashes-in-gold-prices-using-machine-learning-5769f548496

How to implement Clustering in Power BI using PyCaret https://towardsdatascience.com/how-to-implement-clustering-in-power-bi-using-pycaret-4b5e34b1405b

Deploy Machine Learning Pipeline on Google Kubernetes Engine https://towardsdatascience.com/deploy-machine-learning-model-on-google-kubernetes-engine-94daac85108b

Binary Classification Cancer Prediction by Murali Tedla https://colab.research.google.com/drive/1W6ZYw5oAN7V85utFkXkCQq3iBWjqP1WB

Anomaly Detection using PyCaret Video Tutorial by Krish Naik https://www.youtube.com/watch?v=kbssBdFf764

Build your first Anomaly Detector in Power BI using PyCaret https://towardsdatascience.com/build-your-first-anomaly-detector-in-power-bi-using-pycaret-2b41b363244e

In conversation with Krish Naik - Podcast: https://www.youtube.com/watch?v=VdQZvlwqeuo

Build your Machine Learning Models in seconds by Lakshay Arora https://www.analyticsvidhya.com/blog/2020/05/pycaret-machine-learning-model-seconds/

Machine Learning in Power BI using PyCaret - podcast with Krish Naik https://www.youtube.com/watch?v=Qhf153M9Gk0

Automate ML cycle using PyCaret by Srivatsan Srinivasan https://www.youtube.com/watch?v=rqyE4jJWnnw

Quick tour of PyCaret by Data Professor https://www.youtube.com/watch?v=4Rn4YMLUjGc

Wine Quality Prediction using PyCaret by Abhinav Arora https://colab.research.google.com/drive/1uFNmhgM9ghVrtqN3MXaofxDlLePb3yIi#scrollTo=sYsHyY8uH6tb

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