Here, we will gain a comprehensive understanding of different returns used in pairs trading, including simple, log, and cumulative returns, and how these metrics are calculated and interpreted in the context of evaluating the...

Let's explore different performance metrics used to evaluate the effectiveness of our pairs trading strategies, such as risk-adjusted returns, drawdowns, and other relevant indicators, and learn to correctly measure and interpret these...

In this video, we will accurately compute and correct the returns of the pairs trading strategy, including accounting for transaction costs, slippage, and other factors that may impact the performance of our strategy, ensuring that the...

Let's learn to use the power of ChatGPT to fix errors or issues that may arise in our pairs trading strategy and to effectively communicate with ChatGPT to seek solutions or guidance on fixing trading errors, discrepancies, or...

This video demonstrates how to wrap up the computation of the profit and loss statement.
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This clip is from the chapter "Building the Three Key Financial Statements" of the series "Project Finance and Excel - Build Financial...

This amortization calculator returns monthly payment amounts as well as displays a schedule. This video talks about computing the amortization value and how to build the amortization table.
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This clip is from the chapter...

In this video, we will continue to discuss the solution to the exercise on contract visibility advanced from the previous video. Here, you will move ahead with what was left in the previous video, and finally deploy and debug to get...

In this video, we will be discussing cryptographic functions in Solidity. Cryptographic functions play a critical role in securing smart contracts and ensuring that data transmitted over the blockchain is kept private and tamper-proof....

This video explains the cross-entropy function, which is designed under the assumption that the variable you are trying to predict is binary.
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This clip is from the chapter "Artificial Neural Networks" of the series...

This video explains backward propagation, which is defined by the optimization problem called the gradient descent algorithm.
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This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural...

In this exercise, we will create a Sankey diagram from the US energy generation dataset.

In this video, we will dive into the implementation of a class for the Sigmoid activation function. You will also get an assignment to further solidify your understanding of Sigmoid.
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This clip is from the chapter "Sigmoid...

In this video, we will start working on data standardization with Sigmoid.
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This clip is from the chapter "Sigmoid Neuron Implement with Python" of the series "Deep Learning - Crash Course 2023".In this section, you will learn...

In this video, we will discuss our program goal that we will be building in the next video.
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This clip is from the chapter "Sigmoid Neuron" of the series "Deep Learning - Crash Course 2023".In this section, we will begin our...

In this video, you will learn how to use graphs to visualize the accuracy of your deep learning model with increasing epochs. You will also be given an assignment to test your understanding.
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This clip is from the chapter...

In this video, we will walk through the process of creating our own MP Neuron class in Python from scratch. By the end of this section, you will have a solid understanding of how to implement this fundamental concept in deep learning....

In this video, we will understand another collaborative filtering model, the item-based model.

In this lesson, you will learn about collaborative filtering and user-based collaborative filtering.

In this video, we will look at some of the metrics used to measure a recommender system's quality.

In this first part of two videos, you will begin exploring the Amazon Web Services (AWS) offerings. We can explore everything AWS offers by browsing through the services list in the AWS console.

Throughout this course, you will hear about computing, storage, database, and networking services. The Amazon Web Services (AWS) platform provides all of these, and this platform is explored in this video.

These are the four main components that make up AWS. Find out what exactly each of these is in the AWS environment.

This video covers a brief overview of the AWS CSA-A (SAA-C03) domains and objectives and how to use the exam objective document to your advantage while studying for the exam.

In this lecture, you will learn the basics about Amazon Web Services, what it includes and offers, and how to become a professional AWS user.