Category: Company Project Works


  • Auto Feature Engineering

    { "cells": [ { "cell_type": "markdown", "id": "7d018438", "metadata": {}, "source": [ "## Auto Feature Engineering Sample Code" ] }, { "cell_type": "code", "execution_count": 149, "id": "8d9d4ab7", "metadata": {}, "outputs": [], "source": [ "import pandas as pdn", "import featuretools as ft" ] }, { "cell_type": "code", "execution_count": 150, "id": "228497a3", "metadata": {}, "outputs": [ { "data": { "text/html": [ "<div>n", "<style scoped>n", " .dataframe tbody tr th:only-of-type {n", " vertical-align: middle;n", " }n", "n", " .dataframe tbody tr th {n", " vertical-align: top;n", " }n", "n", " .dataframe thead th {n", " text-align: right;n", " }n", "</style>n", "<table border="1" class="dataframe">n",

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  • Linear Regression Pipeline

    { "cells": [ { "cell_type": "markdown", "id": "f70cba96", "metadata": {}, "source": [ "### Configuration Variables." ] }, { "cell_type": "code", "execution_count": 1, "id": "84c02166", "metadata": {}, "outputs": [], "source": [ "# We Need To Provide All These Variables Before Proceding.n", "# All Column Names Of Your DataSet.n", "all_columns = ["Meter","dt","Global_reactive_power","Voltage","Global_intensity","Sub_metering_1","Sub_metering_2","Sub_metering_3","Power_Consumption"] n", "# Columns You Want To Drop From Your DataSet.n", "dropped_columns = ["dt"]n", "# Columns You Want To Train Your Model.n", "training_columns = ["Global_reactive_power","Voltage","Sub_metering_1","Sub_metering_2","Sub_metering_3"]n", "# Target Column You Are Predicting.n", "target_column = "Power_Consumption"n", "# Name Of The Column You Want To Do Iteration.n", "iter_column = ‘Meter’n", "# Input File Locationn",

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  • Sales Forecasting

  • Linear Regression Model.

    { "cells": [ { "cell_type": "code", "execution_count": 33, "id": "ae07aeb9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "best params:- {‘lasso__alpha’: 0.1}n", "R2 Score: 45%n", "best params:- {‘xgbregressor__learning_rate’: 0.1}n", "R2 Score: 56%n", "best params:- {‘ridge__alpha’: 10.0}n", "R2 Score: 56%n", "best params:- {‘elasticnet__alpha’: 0.021544346900318832}n", "R2 Score: 55%n", "best params:- {‘lasso__alpha’: 0.1}n", "R2 Score: 45%n", "best params:- {‘xgbregressor__learning_rate’: 0.1}n", "R2 Score: 56%n", "best params:- {‘ridge__alpha’: 10.0}n", "R2 Score: 56%n", "best params:- {‘elasticnet__alpha’: 0.021544346900318832}n", "R2 Score: 55%n", "best params:- {‘lasso__alpha’: 0.1}n", "R2 Score: 47%n", "best params:- {‘xgbregressor__learning_rate’: 0.9}n", "R2 Score: 57%n", "best params:- {‘ridge__alpha’: 10.0}n", "R2 Score: 57%n", "best params:-

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  • Color Code.

    Color Code Heading: #06FFE8Example Heading: #00FFC0SubHeading: #B2FF03SubHeading:#F1FF00SubHeading: #00FFC0 SubSubHeading: #FFBE02Sub: #6ec1e4Colour: #88FF75 #5DFF00 Image Size: 640 * 426

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  • GIT Commands

    GIT Commands (1) How To Pull Code From A Remote Branch To Local?======================================================Step-1: git checkout -b hotfix/R110.1_Update1 Step-2: git pull origin hotfix/R110.1_Update1 Step-3: Go To Your Pycham And Files And Reload From Disk (2) How To Cloan A GIT Branch ?====================================git clone – single-branch – branch release/R121.1 https://H515738@bitbucket.honeywell.com/scm/oa/operationsadvisor.git git clone – single-branch – branch Insight_Service/Intermediate_R121.1 https://H515738@bitbucket.honeywell.com/scm/oa/operationsadvisor.git git clone – single-branch – branch Insight_Service/R120.1 https://H515738@bitbucket.honeywell.com/scm/oa/operationsadvisor.git git clone – single-branch – branch release/R120.1 https://H515738@bitbucket.honeywell.com/scm/oa/operationsadvisor.git git clone – single-branch – branch Insight_Service/Merge_branch_R121.1 https://H515738@bitbucket.honeywell.com/scm/oa/operationsadvisor.git git clone – single-branch – branch vishnu/Intermediate_R121.1 https://H515738@bitbucket.honeywell.com/scm/oa/operationsadvisor.git (3) How To Create A New Branch ?========================================Step-1: Go To Bit Bucket

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  • How To Take A Project Build ?

    How To Take A Project Build ?

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  • How To Enable RabbitMQ In The Remote Machine?

    How To Enable RabbitMQ In The Remote Machine?

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  • How To Enable Long File Names For GIT?

    How To Enable Long File Names For GIT? Run The Below Commands: git config – system core.longpaths true git reset HEAD~1

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  • How To Deploy Build In Remote Machine ?

    How To Deploy Build In Remote Machine ?

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