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  • Ensemble Techniques

    Dec 5, 2019 aiml ensemble-technique jupyter-notebook pandas DecisionTreeClassifier RandomForestClassifier AdaBoostClassifier BaggingClassifier GradientBoostingClassifier

    Overview Help the marketing team identify potential customers who are relatively more likely to subscribe term deposit and thus increase their hit ratio Problem Statement Using the collected from existing customers, build a model that will help the marketing team identify potential customers who are relatively more …

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  • Featurization Model Selection and Tuning

    Nov 13, 2019 aiml feature-engineering jupyter-notebook pandas grid-search-cv random-search-sv LinearRegression AdaBoostRegressor ExtraTreesRegressor RandomForestRegressor GradientBoostingRegressor DecisionTreeRegressor KNeighborsRegressor Lasso Ridge

    Overview The data contains features extracted from the silhouette of vehicles in different angles. The purpose is to classify a given silhouette as one of three types of vehicle, using a set of features extracted from the silhouette. The vehicle may be viewed from one of many different angles. Solution Importing …

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  • Unsupervised Learning classify a given silhouette as one of three types of vehicle

    Nov 10, 2019 aiml unsupervised-learning jupyter-notebook pandas PCA

    Overview The data contains features extracted from the silhouette of vehicles in different angles. The purpose is to classify a given silhouette as one of three types of vehicle, using a set of features extracted from the silhouette. The vehicle may be viewed from one of many different angles. Solution Import Necessary …

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  • Supervised Learning Thera Bank case study

    Nov 7, 2019 aiml supervised-learning jupyter-notebook pandas Logistic Regression

    Overview The classification goal is to predict the likelihood of a liability customer buying personal loans. Solution 1#Import Necessary Libraries 2 3# NumPy: For mathematical funcations, array, matrices operations 4import numpy as np 5 6# Graph: Plotting graphs and other visula tools 7import pandas as pd 8import …

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Ashish Agre

Hands-On Mobile & Backend Engineer
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Featured Posts

  • Using CompletableFuture with RestTemplates in Spring-Boot Part 2
  • Using CompletableFuture with RestTemplates in Spring-Boot Part 1
  • Create ndjson logging for spring boot applications
  • Simple Social networking app with Node, Angular & MongoDB

Recent Posts

  • Handle exception from service classes in Spring-Boot
  • Using CompletableFuture with RestTemplates in Spring-Boot Part 2
  • Using CompletableFuture with RestTemplates in Spring-Boot Part 1
  • Create ndjson logging for spring boot applications
  • Simple Social networking app with Node, Angular & MongoDB

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