After learning to classify information differently, we will discuss the kinds of security controls available to us to avoid/control risks.

Learn about Alan Kapuler’s pioneering efforts in open source plant breeding. Discover how he advocates for a collaborative approach to seed sharing and plant variety development, fostering a community that supports ecological diversity...

One of the primary concerns for all federal employees is the prevention of conflicts of interest, in order to increase the public’s trust in government. That’s also one of the most basic functions of the Office of Ethics. In this video...

This video explores key events leading to the end of the American-Indian Wars, including the Treaty of Fort Laramie, the Battle of the Little Bighorn, and the Wounded Knee Massacre. It highlights how these events shaped the...

Discover how presidential candidates campaign to win the support of their political party in caucuses and primary elections. Learn how the candidates are narrowed down to one from each of the two major political parties—Democratic and...

This video explores how energy and fuels are derived from natural resources. Special attention is given to how these energy resources affect the enviornment. In this activity students will investigate and describe energy resources. They...

THE CROATIAN TEAM WAS TRAINING FOR AN IMPORTANT EURO 2008 QUALIFYING MATCH AGAINST ISRAEL. CROATIA WOULD MISS INJURED STRIKERS IGOR BUDAN, BOSKO BALABAN AND MLADEN PETRIC AS WELL AS CAPTAIN NIKO KOVAC.

In this lesson, we will look at a target or label as output data and feature, a measurable property or characteristic of an element.
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This clip is from the chapter "Introduction to Machine Learning" of the series "Machine...

In this video, we will understand the importance of Python for machine learning, use an IDE (jupyter), and create a Hello World program.
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This clip is from the chapter "Introduction to Python" of the series "Machine Learning:...

In this video, we will discuss a function that returns values as true or false, also called the Boolean function.
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This clip is from the chapter "Introduction to Python" of the series "Machine Learning: Random Forest with...

Here, we will understand what a function is, how to pass data or parameters into a function, and understand the different types of functions.
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This clip is from the chapter "Introduction to Python" of the series "Machine...

Let's understand the for loop and how it is used to iterate a sequence, which is a list, tuple, string, dictionary, or set.
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This clip is from the chapter "Introduction to Python" of the series "Machine Learning: Random Forest...

This video introduces us to Python's six data types: numbers, strings, lists, dictionaries, tuples, and sets.
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This clip is from the chapter "Introduction to Python" of the series "Machine Learning: Random Forest with Python...

In this video, you will learn about modern RNN units called GRU.
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This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks with...

This video delves deeper into log returns, including their advantages and limitations compared to simple returns. You will learn to correctly apply log returns in your pairs trading analysis and interpret returns of pairs trading with...

This video introduces us to Pandas data structures and analysis tools, which help make data easy to handle and intuitive.
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This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random...

In this lesson, you will learn about the NumPy tool available in the Python library and look at the advantages of using NumPy.
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This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random...

In this video, we will discuss our final project, which classifies the titanic dataset using Random Forest.
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This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python...

In this video, we will look at the benefits and limitations of Random Forest and the complexities involved in decision-making using Random Forest.
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This clip is from the chapter "Random Forest Step-by-Step" of the series...

We will understand what a decision tree is and create a decision tree and get a prediction result from the decision tree.
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This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random...

Let's learn about the three modes of machine learning: classification, regression, and clustering.
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This clip is from the chapter "Introduction to Machine Learning" of the series "Machine Learning: Random Forest with Python...

You will learn about the different data formats in machine learning, including structured (labeled or unlabeled) and unstructured data, and how to choose the best format.
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This clip is from the chapter "Introduction to Machine...

In this video, you will learn to use the "if" statement in JavaScript to perform conditional execution based on a given condition. We will control the flow of our program by executing different blocks of code depending on whether the...

In this video, we will dive into the world of selectors and colors in CSS3, different types of selectors, and how they can be used to target specific HTML elements. We will explore the wide range of color options available in CSS3.