├── .gitbook └── assets │ ├── 1.png │ ├── 123.jpg │ ├── 2.1.png │ ├── 2.png │ ├── 3.1.png │ ├── 33.png │ ├── 3rd.png │ ├── 3rdt.png │ ├── bar1.jpg │ ├── bar2.jpg │ ├── barplot.png │ ├── crimes.png │ ├── cross.jpg │ ├── data.png │ ├── def.png │ ├── diff.jpg │ ├── directory.PNG │ ├── dt.png │ ├── familysize1.png │ ├── folder.png │ ├── git.png │ ├── import.png │ ├── intelligent.jpg │ ├── kaggle-final.png │ ├── kaggle.png │ ├── kernal.png │ ├── load.png │ ├── mice.png │ ├── missingmap.jpg │ ├── mlproduct.jpg │ ├── oob.png │ ├── output_102_1.png │ ├── output_108_1.png │ ├── output_28_0.png │ ├── output_30_0.png │ ├── output_32_0.png │ ├── output_34_0.png │ ├── output_36_0.png │ ├── output_50_0.png │ ├── output_58_0.png │ ├── output_66_0.png │ ├── output_68_1.png │ ├── output_69_1.png │ ├── output_70_1.png │ ├── output_71_1.png │ ├── output_79_0.png │ ├── output_82_1.png │ ├── output_91_0.png │ ├── output_92_1.png │ ├── output_94_1.png │ ├── plot.png │ ├── pred7.png │ ├── r.png │ ├── rf1.png │ ├── rplot.png │ ├── rplot23.png │ ├── scale.jpg │ ├── script.png │ ├── sized.png │ ├── slide13.PNG │ ├── slide14.PNG │ ├── slide15.JPG │ ├── slide16.JPG │ ├── slide4.PNG │ ├── slide5.PNG │ ├── slide5.png │ ├── slide7.JPG │ ├── slide9.png │ ├── speaker.jpg │ ├── str.png │ ├── submit5.png │ ├── table-famid.png │ ├── titanic-kaggle.JPG │ ├── titanic.boatjpg.jpg │ ├── titanic.png │ ├── toc1.jpg │ ├── tree.png │ ├── tree1.png │ ├── type.PNG │ └── working.png ├── .gitignore ├── LICENSE ├── README.md ├── SUMMARY.md ├── assets ├── 1.png ├── 2.1.png ├── 2.png ├── 3.1.png ├── 33.png ├── 3rd.png ├── 3rdt.png ├── 5th.png ├── Rplot.png ├── Rplot2.png ├── Rplot23.png ├── Slide13.PNG ├── Slide14.PNG ├── Slide15.JPG ├── Slide16.JPG ├── Slide4.PNG ├── Slide5.PNG ├── Slide5.png ├── Slide7.JPG ├── Slide9.png ├── Titanic.boatjpg.jpg ├── bar1.jpg ├── bar2.jpg ├── barplot.png ├── crime.png ├── crimes.png ├── cross.jpg ├── data.png ├── def.png ├── diff.jpg ├── directory.PNG ├── dt.png ├── famid-var1.png ├── familysize.png ├── familysize1.png ├── folder.png ├── git.png ├── import.png ├── intelligent.jpg ├── kaggle-final.png ├── kaggle.png ├── kernal.png ├── load.png ├── mice.png ├── missingmap.jpg ├── mlproduct.jpg ├── oob.png ├── plot.png ├── pred7.png ├── r.png ├── rf1.png ├── scale.jpg ├── script.png ├── sized.png ├── speaker.jpg ├── str.png ├── submit5.png ├── table-famid.png ├── table-famid1.png ├── titanic-kaggle.JPG ├── titanic.png ├── toc.jpg ├── toc1.jpg ├── tree.png ├── tree1.png ├── type.PNG └── working.png ├── changing-world ├── .md ├── README.md ├── ai-industry.md ├── ccd-warning.md ├── cdr-metadata.md ├── google-photos.md ├── govt-open-data.md ├── interconnection-cost-modeling.md ├── machine-learning-industry.md └── social-media.md ├── communications.md ├── courtesy.md ├── dedication.md ├── forward.md ├── how-to-use-this-book.md ├── intro.md ├── introduction ├── README.md ├── bootcamp.md ├── how-to-learn.md ├── pre-requisite.md ├── principles-data.md ├── start-up.md ├── target_audience.md ├── what-is-ml.md ├── why-ai.md ├── why-data.md └── why-needed.md ├── j_notebook ├── README.md ├── output_102_1.png ├── output_108_1.png ├── output_28_0.png ├── output_30_0.png ├── output_32_0.png ├── output_34_0.png ├── output_36_0.png ├── output_50_0.png ├── output_58_0.png ├── output_66_0.png ├── output_68_1.png ├── output_69_1.png ├── output_70_1.png ├── output_71_1.png ├── output_79_0.png ├── output_82_1.png ├── output_91_0.png ├── output_92_1.png ├── output_94_1.png └── titanic-project-test.md ├── kaggle ├── README.md ├── kaggle-kernal.md ├── ml-community.md ├── project.md ├── what-we-need-to-do.md ├── why-kaggle.md └── why-r.md ├── new-beginning ├── README.md ├── future-guidance.md └── happy-ml.md ├── prediction ├── .md ├── 1stprediction.md ├── 2ndprediction.md ├── 3rdprediction.md ├── 4thprediction.md ├── 5thprediction.md ├── 6th-prediction.md ├── 7th-prediction.md ├── README.md ├── data-munging.md └── decision-tree.md ├── project-titanic ├── -.md ├── .md ├── 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