Introducing PyCaret June 1, 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