Describes the 3 main types of machine learning namely supervised, unsupervised, and reinforcement learning.

From the section: The Multi-Armed Bandit. In this section, we will learn about the basics and look at one of the most foundational concepts in Reinforcement Learning – The Multi-Armed Bandit We construct a model of a MAB...

Supervised and unsupervised learning appears at opposite ends of the spectrum, RL exists somewhere in the middle. We use reinforcement learning to discover a good sequence of actions to take the maximum expected rewards. We will also see...

This video is an introduction to business decision making, discussing the thought process behind selecting a logical choice from various alternative options for individuals or businesses. The video presents the example of income...

One of the simplest RL problems is called n-armed bandits. The thing is there are n-many slot machines but each has different fixed payout probability. The goal is to maximize the profit by always choosing the machine with the best...

The World Health Organisation says drug-resistant diseases already kill at least 700,000 people each year. This could be 10m deaths each year by 2050 unless new antibiotics are found. The FT's Andy Bounds visits the UK government-backed...

This week on Blockchain Central: we'll take a closer look at cryptocurrency mining. We'll explain the core idea behind this process, how everyone can earn money from verifying transactions and see what are the main obstacles that a miner...

From the section: Lights, Camera, Action – Building Blocks of Reinforcement Learning. In this section, we learn about the main building blocks of reinforcement learning, including the action space, the environment, and the rewards....

From the section: Lights, Camera, Action – Building Blocks of Reinforcement Learning. In this section, we learn about the main building blocks of reinforcement learning, including the action space, the environment, and the rewards....

In this video, the teacher explains how to develop supporting ideas for a thesis statement by using personal experiences. The lesson emphasizes the importance of connecting with the audience and choosing support that relates to their...

From the section: Getting Started With Reinforcement Learning Using OpenAI Gym. In this section, we will introduce the basics of the reinforcement learning problem, and explain how OpenAI gym helps with developing and research...

From the section: The Multi-Armed Bandit. In this section, we will learn about the basics and look at one of the most foundational concepts in Reinforcement Learning – The Multi-Armed Bandit We construct a model of a MAB...

In this video, we will cover classification versus regression versus clustering machine learning types.
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This clip is from the chapter "Fundamental Principles of Machine Learning on Azure (30- 35%)" of the series "AI-900:...

Let's look at transactional vs. transformational leadership approaches, theory, definitions, and examples to see how you might better develop your own leadership style.

French and Raven's Bases of Power explain the five and eventually six forms, types, or sources of power in the 1960s that still apply to us today in the workplace. These concepts are sometimes called French and Raven's power model or...

This video explains what habits are, how they are formed, and how we can change them. It provides practical tips for breaking bad habits and establishing good ones, using examples like a farmer's routine and a moviegoer's popcorn...

In this video, the teacher explains how to prove a point using evidence. They emphasize the importance of having strong feelings about the topic in order to effectively prove one's thinking. The teacher also guides the students through...

From the section: Lights, Camera, Action – Building Blocks of Reinforcement Learning. In this section, we learn about the main building blocks of reinforcement learning, including the action space, the environment, and the rewards....

From the section: The Multi-Armed Bandit. In this section, we will learn about the basics and look at one of the most foundational concepts in Reinforcement Learning – The Multi-Armed Bandit We construct a model of a MAB...

The video discusses the concept of risk and reward in the context of businesses and their owners. The video explores various types of risks that businesses face, including financial risk, employment risk, and market position risk. It...

In this video, a confident and self-assured employee named Carol goes into her performance appraisal expecting praise and rewards, only to be met with criticism and the news of pay cuts. As tensions rise and emotions run high, Carol...

This video highlights the importance of providing immediate and positive feedback to employees. The speaker emphasizes the need to recognize and appreciate employees' achievements and to address any areas of improvement promptly. They...

This is a video that explains the concept of production in economics. The video introduces the idea of taking inputs, engaging in a productive process and creating outputs. The video then categorizes the factors of production into four...

A DOMINATRIX reveals she has two 24/7 live-in ‘slaves’ who wait on her - and her boyfriend - hand and foot. Dahlia Rain, from New Jersey, shares her home with the men who cook, clean, tidy, buy groceries, and walk the dog in return for...