Instructional Video13:34
Curated Video

Italy, Sicily - Selinunte

12th - Higher Ed
Selinunte is one of the most important archaeological sites of the Greek period in Italy. The city was famous throughout the ancient world for the richness of its farmland and its monumental temples. It enjoyed a prosperous existence...
Instructional Video9:18
Curated Video

The African Origin of Mathematics

Pre-K - Higher Ed
Perhaps the oldest known mathematical device in the history of mankind was created in Central Africa and could potentially be the originator of Egyptian and Greek mathematics.
Instructional Video8:21
Curated Video

Apache Spark 3 for Data Engineering and Analytics with Python - Challenge Part 2 - Get the City and State

Higher Ed
Let's go ahead and work on the second part of the challenge. In this session, we will extract the city and state from the purchase address. This clip is from the chapter "Structured API - Spark DataFrame" of the series "Apache Spark 3...
Instructional Video4:58
Curated Video

Discuss the importance of data : Dummy Variable creation in Python

Higher Ed
From the section: Simple Decision trees. In this section, we will start with the basic theory of decision tree then we cover data pre-processing topics like missing value imputation, variable transformation and Test-Train split. In the...
Instructional Video8:45
Why U

Pre-Algebra 23 - Scientific Notation

12th - Higher Ed
Scientific notation allows us to more easily express very large or very small numbers encountered in engineering and science. Using exponents, we can convert standard decimal numbers into scientific notation and vice versa.
Instructional Video5:18
Curated Video

Italy, Pompeii - Temple of Apollo

12th - Higher Ed
Researchers believe that the town was founded in the 7th or 6th century BC by the Osci or Oscans. It came under the domination of Rome in the 4th century BC, and was conquered and became a Roman colony in 80 BC after it joined an...
Instructional Video13:26
Fun Robotics

Handling DataFrame

Higher Ed
Use of data science libraries such as pandas and seaborn to perform basic data exploration, data cleaning and data visualization techniques.
Instructional Video9:54
Curated Video

Complete Python Scripting for Automation - Practice: Display given string at left/right/center of a line in title format

Higher Ed
Complete String Operations: Practice: Display given string at left/right/center of a line in title format This clip is from the chapter "Complete String Operations" of the series "Complete Python Scripting for Automation".You will learn...
Instructional Video8:08
Curated Video

Apache Spark 3 for Data Engineering and Analytics with Python - Working with Missing or Bad Data

Higher Ed
In this video, we will learn to clean the data frame and remove missing or bad data. This clip is from the chapter "Structured API - Spark DataFrame" of the series "Apache Spark 3 for Data Engineering and Analytics with Python".This...
Instructional Video7:05
Brian McLogan

Learn how to write an algebraic proof

12th - Higher Ed
👉 Learn how to write an algebraic proof. Algebraic proofs are used to help students understand how to write formal proofs where we have a statement and a reason. In the case of an algebraic proof the statement will be the operations used...
Instructional Video19:50
Curated Video

Data Science and Machine Learning with R - Creating Data Frames

Higher Ed
This video explains creating data frames. This clip is from the chapter "Data Types and Structures in R" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This video explains data types and...
Instructional Video4:03
Curated Video

Discuss the importance of data : Dependent- Independent Data split in Python

Higher Ed
From the section: Simple Decision trees. In this section, we will start with the basic theory of decision tree then we cover data pre-processing topics like missing value imputation, variable transformation and Test-Train split. In the...
Instructional Video8:14
Curated Video

Apache Spark 3 for Data Engineering and Analytics with Python - Working with User-Defined Functions

Higher Ed
In this session, let's learn how to create user-defined functions. This clip is from the chapter "Structured API - Spark DataFrame" of the series "Apache Spark 3 for Data Engineering and Analytics with Python".This section primarily...
Instructional Video7:41
Curated Video

Julia for Data Science (Video 13)

Higher Ed
Julia is an easy, fast, open source language that if written well performs nearly as well as low-level languages such as C and FORTRAN. Its design is a dance between specialization and abstraction, providing high machine performance...
Instructional Video3:37
Curated Video

Italy, Tivoli - Hadrian's Villa, the Canopus

12th - Higher Ed
One of the most striking and best preserved parts of the Villa consists of a pool named Canopus and an artificial grotto named Serapeum. An Egyptian city named Canopus was where a temple named Serapeum was dedicated to the god Serapis....
Instructional Video2:59
Curated Video

Discuss the importance of data : The Data set for the Course

Higher Ed
From the section: Simple Decision trees. In this section, we will start with the basic theory of decision tree then we cover data pre-processing topics like missing value imputation, variable transformation and Test-Train split. In the...
Instructional Video5:40
Curated Video

Discuss the importance of data : Importing Data in Python

Higher Ed
From the section: Simple Decision trees. In this section, we will start with the basic theory of decision tree then we cover data pre-processing topics like missing value imputation, variable transformation and Test-Train split. In the...
Instructional Video12:04
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : Introduction to Pandas

Higher Ed
From the section: Python Crash Course [Optional]. In this section, we’ll continue diving into Python data structures with tuples and dictionaries, functions, Boolean Operations and Loops, and libraries like Pandas, MatPlotLib and Seaborn...
Instructional Video10:16
Curated Video

Data Science and Machine Learning with R - Vectors: Naming

Higher Ed
This video explains vector naming. This clip is from the chapter "Data Types and Structures in R" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This video explains data types and structures...
Instructional Video2:41
Curated Video

Italy, Paestum, Temple of Neptune

12th - Higher Ed
The name Temple of Neptune is a misnomer from the 18th century, even though it was actually dedicated to the goddess Hera. The temple was also used to worship Zeus and another deity, whose identity is unknown. There are visible on the...
Instructional Video12:36
Python Programmer

EDA Python - 18-Pandas_2

Higher Ed
In this video we we continue with our Exploratory Data Analysis project by delving further into the covid-19 data.
Instructional Video9:13
Curated Video

Apache Spark 3 for Data Engineering and Analytics with Python - Spark Transformations and Actions Part 1

Higher Ed
In this video, we will see how Spark executes its application. This clip is from the chapter "Spark Execution Concepts" of the series "Apache Spark 3 for Data Engineering and Analytics with Python".This section completely focuses on the...
Instructional Video6:48
Pitsco Education

Code Cube Lesson 10: A Little Extra!

9th - 12th
In this lesson, you will learn how to make exciting patterns with your Code Cube.
Instructional Video9:27
Curated Video

Introduction to Machine Learning

Higher Ed
In this video, we will cover an introduction to machine learning. This clip is from the chapter "Fundamental Principles of Machine Learning on Azure (30- 35%)" of the series "AI-900: Microsoft Azure AI Fundamentals Video Course +...