├── Introducing PyCaret - June 1 2020.pptx ├── PyCaret - Classification Demo.ipynb ├── PyCaret - Clustering Demo.ipynb ├── PyCaret - NLP Demo.ipynb ├── PyCaret - Regression Demo.ipynb └── README.md /Introducing PyCaret - June 1 2020.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pycaret/pycaret-demo-dataraction/6cee9e5f5f45e675c62cb695e128d31356f4c267/Introducing PyCaret - June 1 2020.pptx -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Introducing PyCaret June 1, 2020 2 | 3 | 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. 4 | 5 | Official : https://www.pycaret.org 6 | 7 | GitHub : https://www.github.com/pycaret/pycaret 8 | 9 | LinkedIn : https://www.linkedin.com/company/pycaret/ 10 | 11 | YouTube : https://www.youtube.com/channel/UCxA1YTYJ9BEeo50lxyI_B3g 12 | 13 | Watch PyCaret Official Announcement : https://www.youtube.com/watch?v=scd6KS03NiE 14 | 15 | ## Resources 16 | 17 | Official Tutorial Notebooks : https://lnkd.in/gd3Ny_4 18 | 19 | Binary Classification Video Tutorial : https://lnkd.in/g9d6byC 20 | 21 | Clustering in PyCaret Video Tutorial: 22 | https://lnkd.in/grVBfpS 23 | 24 | Anomaly Detection in PyCaret Video Tutorial: 25 | https://lnkd.in/gsAzi_Y 26 | 27 | Topic Modeling in PyCaret Video Tutorial: 28 | https://lnkd.in/gFNU4_h 29 | 30 | Association Rule Mining in PyCaret Video Tutorial: 31 | https://lnkd.in/gRzpMcs 32 | 33 | Create your first Kaggle Kernel using Titanic Dataset: 34 | https://lnkd.in/gwQgZUD 35 | 36 | Build and deploy your first machine learning web app 37 | https://lnkd.in/g3iHA2z 38 | 39 | PyCaret's integration with Microsoft Power BI 40 | https://lnkd.in/gKbsUuK 41 | 42 | PyCaret's integration with Tableau by Andrew Cowan-Nagora 43 | https://lnkd.in/gqYbPmE 44 | 45 | Machine Learning in SQL with PyCaret by Umar Farooque 46 | https://lnkd.in/gpH-pGH 47 | 48 | NLP Classification using PyCaret by Prateek Baghel 49 | https://towardsdatascience.com/nlp-classification-in-python-pycaret-approach-vs-the-traditional-approach-602d38d29f06 50 | 51 | Predict Gold Price Returns using PyCaret by Riazuddin Mohammad CFA, FRM, MMA 52 | https://towardsdatascience.com/machine-learning-to-predict-gold-price-returns-4bdb0506b132 53 | 54 | Predict Crashes in Gold Prices using PyCaret by Riazuddin Mohammad CFA, FRM, MMA 55 | https://towardsdatascience.com/predicting-crashes-in-gold-prices-using-machine-learning-5769f548496 56 | 57 | How to implement Clustering in Power BI using PyCaret 58 | https://towardsdatascience.com/how-to-implement-clustering-in-power-bi-using-pycaret-4b5e34b1405b 59 | 60 | Deploy Machine Learning Pipeline on Google Kubernetes Engine 61 | https://towardsdatascience.com/deploy-machine-learning-model-on-google-kubernetes-engine-94daac85108b 62 | 63 | Binary Classification Cancer Prediction by Murali Tedla 64 | https://colab.research.google.com/drive/1W6ZYw5oAN7V85utFkXkCQq3iBWjqP1WB 65 | 66 | Anomaly Detection using PyCaret Video Tutorial by Krish Naik 67 | https://www.youtube.com/watch?v=kbssBdFf764 68 | 69 | Build your first Anomaly Detector in Power BI using PyCaret 70 | https://towardsdatascience.com/build-your-first-anomaly-detector-in-power-bi-using-pycaret-2b41b363244e 71 | 72 | In conversation with Krish Naik - Podcast: 73 | https://www.youtube.com/watch?v=VdQZvlwqeuo 74 | 75 | Build your Machine Learning Models in seconds by Lakshay Arora 76 | https://www.analyticsvidhya.com/blog/2020/05/pycaret-machine-learning-model-seconds/ 77 | 78 | Machine Learning in Power BI using PyCaret - podcast with Krish Naik 79 | https://www.youtube.com/watch?v=Qhf153M9Gk0 80 | 81 | Automate ML cycle using PyCaret by Srivatsan Srinivasan 82 | https://www.youtube.com/watch?v=rqyE4jJWnnw 83 | 84 | Quick tour of PyCaret by Data Professor 85 | https://www.youtube.com/watch?v=4Rn4YMLUjGc 86 | 87 | Wine Quality Prediction using PyCaret by Abhinav Arora 88 | https://colab.research.google.com/drive/1uFNmhgM9ghVrtqN3MXaofxDlLePb3yIi#scrollTo=sYsHyY8uH6tb 89 | 90 | --------------------------------------------------------------------------------