Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Spark DF (Group By)
In this lesson, you will learn about grouping in a single column. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on Spark DataFrames in depth.
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Spark DF (DF to RDD)
In this video, you will learn about the process of converting DF to RDD. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on Spark DataFrames in depth.
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Solution (Group By)
Let's discuss a solution to the quiz. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on Spark DataFrames in depth.
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Solution (Distinct, Duplicate)
Let's discuss the solution for the quiz on distinct and drop duplicates. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on Spark DataFrames in depth.
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Project Overview - Spark RDDs
The video provides an overview of the upcoming project work. This clip is from the chapter "Spark RDDs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on PySpark RDDs.
Curated Video
Probability Statistics - The Foundations of Machine Learning - Exploring Data Types in Code
In this video, you will learn how to explore data types in code. This clip is from the chapter "Diving in with Code" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we will first set up our...
Curated Video
Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Univariate Analysis
This video explains univariate analysis. This clip is from the chapter "SAS Model – Predictive Modeling, Understanding the Problem and the Data" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data Ninja".This...
Curated Video
Portia in the Merchant of Venice: Character Analysis | Shakespeare Play by Play
This video analyzes of Portia of Shakespeare's The Merchant of Venice and establishes the characters, themes, and symbols that will carry through the entire the play.
Curated Video
pandas for Python - A Quick Guide - Data Transformation
In this video, you will learn how to convert String data to a category and discretize a continuous variable and convert it into a categorical feature. This clip is from the chapter "Data Preprocessing" of the series "Pandas for Beginners...
Curated Video
Practical Data Science using Python - K-Means - Data Preparation and Modelling
This video explains K-Means - data preparation and modelling. This clip is from the chapter "Unsupervised Learning - K-Means Clustering" of the series "Practical Data Science Using Python".This section explains unsupervised learning -...
Curated Video
Python In Practice - 15 Projects to Master Python - Training the Model
This video explains training the model. This clip is from the chapter "Flavor Predictor" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on the flavor predictor.
Curated Video
Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - How to Perform an Inner Join
This video helps you understand how to perform an inner join. This clip is from the chapter "SAS SQL and Joining" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data Ninja".This section focuses on SAS SQL and...
Curated Video
Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Evaluating Missing Data Patterns with SAS
There are ways to test or evaluate what kind of missing patterns to ensure you build a great SAS model. This clip is from the chapter "SAS Predictive Modeling, Prepare the Input Variables" of the series "Complete SAS Programming Guide -...
Curated Video
Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Doing a Chi-Square (Independent Groups) Analysis
This video will help you understand how to perform a chi-square independent groups analysis using SAS. This clip is from the chapter "Statistical Analysis" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data...
Curated Video
Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Categorical Inputs
This video talks about categorical inputs. This clip is from the chapter "SAS Predictive Modeling, Prepare the Input Variables" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data Ninja".This section focuses on...
Curated Video
Business Intelligence with Microsoft Power BI - with Material - Conditional Column- Two Columns
This video explains how to work on a conditional column on two different columns. This clip is from the chapter "Introduction to Conditional Column and Column from Examples" of the series "Business Intelligence with Microsoft Power BI -...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Seaborn for Data Visualization: Seaborn Catplot
In this video, we will cover Seaborn Catplot. This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
The Guardian
How does porn impact men?
A report published in January showed that parents of teenagers were either in denial or unaware of what their children watched online. With porn being more accessible than ever, the Guardian journalist Iman Amrani asks men how and why...
The Guardian
FGM - film that changed the law in Kurdistan
Two filmmakers spent almost a decade reporting the greatest taboo subject in Kurdish society: female genital mutilation. Nabaz Ahmed and Shara Amin persuaded people to talk about the effects of FGM and the film they made helped get the...
The Guardian
Why aren't you speaking to real men?
Over the past few weeks the Guardian journalist Iman Amrani has been back with series two of Modern Masculinity, looking at key themes and questions around masculinity today. So far the series has looked at the UFC's popularity with men,...
The Guardian
Why Jordan Peterson is filling the void
Is modern masculinity in crisis? As part of a new series for the Guardian, journalist Iman Amrani is speaking to men across the country about the issues that are affecting men and boys in today's society. In this episode Iman asks, away...
The Guardian
Gender beyond the binary
Five non-binary people discuss their experience of life outside the simple gender binary of male and female. They tell us about the difficulty that society has with their resistance to its attempts to compartmentalise and define people
Curated Video
Python for Deep Learning - Build Neural Networks in Python - Label Encoding Using Scikit-Learn
In this video, you will learn how to work with label encoding using scikit-learn This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In this...
Curated Video
Python In Practice - 15 Projects to Master Python - vars( )
This video explains the vars( ) function. This clip is from the chapter "All Built-In Functions" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on all built-in functions.