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Machine Learning: Random Forest with Python from Scratch - Comparison Operators
Here, you will learn about Python's two types of operators, the comparison operator, and the logical operator. This clip is from the chapter "Introduction to Python" of the series "Machine Learning: Random Forest with Python from...
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Git and GitHub Masterclass - The Practical Bootcamp - Demo: Project and Profile README
This video demonstrates the project and profile README. This clip is from the chapter "Super Charge GitHub" of the series "Git and GitHub Masterclass - The Practical Bootcamp".This section explains the profile README and the project README.
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Git and GitHub Masterclass - The Practical Bootcamp - Always Pull Before You Push
This video explains pull before you push; doing so will ensure that your local copy is in sync with the remote repository. This clip is from the chapter "Merge Conflicts" of the series "Git and GitHub Masterclass - The Practical...
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Git and GitHub Masterclass - The Practical Bootcamp - Delete Merged and Unmerged Branches
This video explains how to delete merged and unmerged branches. This clip is from the chapter "Merge Conflicts" of the series "Git and GitHub Masterclass - The Practical Bootcamp".This section explains the merge conflict and how to solve...
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Git and GitHub Masterclass - The Practical Bootcamp - Configuration
This video explains how to configure Git into your system. This clip is from the chapter "Git Introduction" of the series "Git and GitHub Masterclass - The Practical Bootcamp".This section introduces you to Git and helps you configure it.
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Deep Learning - Recurrent Neural Networks with TensorFlow - Text Classification with LSTMs
In this video, we will work on text classification with LSTMs. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Recurrent Neural Networks with TensorFlow".In this section, we will talk...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Text Preprocessing
In this video, we will work on text preprocessing. This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Recurrent Neural Networks with TensorFlow".In this section, we will talk about Natural...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Suggestion Box
In this video, the author shares how you can get in touch with him through the suggestion box. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Other Ways to Forecast
In this video, we will discuss some other ways that might generate multi-step forecast. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Stock Return Predictions Using LSTMs (Part 1)
In this video, we will understand why one-step prediction on stock price is misleading and unconventional. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning -...
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Deep Learning - Recurrent Neural Networks with TensorFlow - RNN for Image Classification (Code)
In this video, you will learn how to preform RNN for image classification on the MNIST dataset. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent...
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Deep Learning - Recurrent Neural Networks with TensorFlow - RNN for Image Classification (Theory)
In this video, we will understand how to apply RNN for image classification. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks with...
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Deep Learning - Recurrent Neural Networks with TensorFlow - A More Challenging Sequence
In this video, you will learn how to preform time series prediction with a complex signal. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Paying Attention to Shapes
In this video, we will work on shapes in RNN. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks with TensorFlow".In this section, we...
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Deep Learning - Recurrent Neural Networks with TensorFlow - RNN for Time Series Prediction
In this video, we will do the same forecasting exercise that we did with an autoregressive liner model, but with a simple RNN instead. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of...
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Deep Learning - Recurrent Neural Networks with TensorFlow - RNN Code Preparation
In this video, we will understand how to write code in TensorFlow 2 for a simple RNN. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Recurrent Neural Networks (Elman Unit Part 1)
In this video, we will get introduced to simple recurrent neural networks also called as Elman Unit. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning -...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Forecasting
In this video, we will discuss about forecasting. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks with TensorFlow".In this section,...
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Deep Learning - Recurrent Neural Networks with TensorFlow - Outline
In this video, we will understand the course learning approach and what is required to start with this course. Then we will also understand what is covered in this course. This clip is from the chapter "Welcome" of the series "Deep...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - What Is the Appendix?
This appendix is an additional section at the end of a course that contains supplementary information, resources, explanations, videos, tutorials, examples, case studies, or FAQs to support the course's main content further. This clip is...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Pairs Trading Intuition
Here, we will gain an intuitive understanding of pairs trading, including the underlying concept, rationale, and potential advantages of this popular trading strategy. This will equip us with the foundational knowledge to implement pairs...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - What Order Should I Take Your Courses In? (Part 1)
In this video, we will see the recommended order of taking the lessons offered in this learning program, the logical progression of the course, and the optimal order to take the courses to maximize our learning and understanding of the...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Proof that Using Jupyter Notebook Is the Same as Not Using It
In this video, explore the advantages and disadvantages of using Jupyter Notebook. This video will provide evidence and examples illustrating the similarities and differences between Jupyter Notebook and other coding environments. This...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Returns, Log Returns, Cumulative Returns
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 performance...