@savvyshivamm
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Dec 4, 2024 · 2 min read · Notes: Read each line of problem statement S3-Glue-Redshift Setting Up Redshift cluster and connection in AWS Glue create cluster → Node type ( dc2.large) → No of nodes (1) Database Configurations- Manually add admin password → awsuser , Awsuser1 Clu...
Join discussionDec 1, 2024 · 2 min read · import boto3 import pandas as pd import matplotlib.pyplot as plt import seaborn as sns import joblib import tempfile from sklearn.compose import ColumnTransformer from sklearn.preprocessing import OneHotEncoder, StandardScaler from sklearn.feature_se...
Join discussionDec 1, 2024 · 2 min read · 1. One-Hot Encoding import pandas as pd # Sample DataFrame df = pd.DataFrame({'Animal': ['Cat', 'Dog', 'Fish']}) # One-Hot Encoding df_one_hot = pd.get_dummies(df, columns=['Animal'], dtype=int) print(df_one_hot) Output: Animal_Cat Animal_Dog...
Join discussionDec 1, 2024 · 1 min read · # Cloud driven Loan Defalut predictor using machine learning ## Task 1. Launching an Amazon sage make instance # Task 2. upload note book into jupiter # Task 3. Data Loading import boto3 import pandas as pd import numpy as np from sklearn.model...
Join discussionDec 1, 2024 · 3 min read · Read data from pyspark.sql import SparkSession from pyspark.sql.types import StructType, StructField, StringType, IntegerType, FloatType def read_data(spark, customSchema): Step 1: Define the S3 bucket and file location bucket_name = " loa...
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