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  • Raccoon Image Detection using Keras

    Apr 4, 2020 aiml object-detection image-recognition keras tensorflow

    Overview This post is about identifying raccoon in an input image. We will collect raccoon images and find the cordinates in the images where our image object can be identified. This techinique is termed ad Image Annotation. For sake of simplicity we will follow bounding box annotation. Here we will have location of …

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  • Simple Apache Kafka Connector

    Apr 3, 2020 apache-kafka distributed-systems kafka-connector

    Overview Apache kafka connect can be used to get source data inside application from external data sources such as: JDBC Connection NoSQL MongoDB Streaming Service eg. Twitter etc Following is the simplest useful place for kafka-connect in data pipeline link Solution There is a standard approach to implement kafka …

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  • Spam dataset

    Jan 10, 2020 datset

    Dataset spam dataset

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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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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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