Deep Learning Nerds Academy
The ultimate Learning Platform for AI, Data Science, Data Analytics and Data Engineering.

Pandas - Add Columns to a DataFrame

Pandas - Add Columns to a DataFrame

Introduction In this tutorial, we want to add columns to a Pandas DataFrame. In order to do this, we use square brackets [] with the name of the new column. Import Libraries First, we import the following python modules: import numpy as np import pandas as pd Create Pandas DataFrame Next,...

Pandas - Select Columns from a DataFrame

Pandas - Select Columns from a DataFrame

Introduction In this tutorial, we want to select specific columns from a Pandas DataFrame. In order to do this, we use square brackets [], the loc() method and the iloc() method of Pandas. Import Libraries First, we import the following python modules: import pandas as pd Create Pandas DataFrame Next, we...

Pandas - Rename Columns of a DataFrame

Pandas - Rename Columns of a DataFrame

Introduction In this tutorial, we want to rename a Pandas DataFrame column. In order to do this, we use the the rename() method of Pandas. Import Libraries First, we import the following python modules: import pandas as pd Create Pandas DataFrame Next, we create a Pandas DataFrame with some example...

Pandas - Create a DataFrame

Pandas - Create a DataFrame

Introduction In this tutorial, we want to create a Pandas DataFrame. In order to do this, we use the DataFrame() class of Pandas in different ways. Import Libraries First, we import the following python modules: import numpy as np import pandas as pd Create DataFrame from Dictionary Now, we create...

PostgreSQL - CREATE DATABASE

PostgreSQL - CREATE DATABASE

Introduction In this tutorial, we want to create a database by using a SQL Statement. In order to do this, we use the CREATE DATABASE Statement. We have already created a server called DLNerdsServer. The database should be called dlnerdsacademy. SQL Statement We navigate to the default database of the...

PySpark - Create a DataFrame with Schema

PySpark - Create a DataFrame with Schema

Introduction In this tutorial, we want to create a PySpark DataFrame with a specific schema. In order to do this, we use the the createDataFrame() function of PySpark. Import Libraries First, we import the following python modules: from pyspark.sql import SparkSession from pyspark.sql.types import StructType, StructField,...

PySpark - Create a DataFrame

PySpark - Create a DataFrame

Introduction In this tutorial, we want to create a PySpark DataFrame. In order to do this, we use the the createDataFrame() function of PySpark. Import Libraries First, we import the following python modules: from pyspark.sql import SparkSession Create SparkSession Before we can work with Pyspark, we need to...

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