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Git and GitHub Masterclass - The Practical Bootcamp - Git Introduction and Version Control System
This video introduces you to Git and version control 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 - Code Preparation (NLP)
In this video, you will learn how to write the code to turn a sequence of words into an acceptable format such that they can be converted into a matrix of numbers. This clip is from the chapter "Natural Language Processing (NLP)" of the...
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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 - Stock Return Predictions Using LSTMs (Part 2)
In this video, we will work on a more conventional prediction called stock return. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks...
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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 - Demo of the Long-Distance Problem
In this video, we will understand how LSTMs work for resolving a long-distance problem. 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 - Autoregressive Linear Model for Time Series Prediction
In this video, we will dive into coding and learn about the autoregressive linear model for time series prediction. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep...
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ChatGPT for Web Design - Create Amazing Websites - Advanced Interactivity
In this video, you will learn to make design adjustments to the website, and then we will work on making our website more interactive. We will be working on JavaScript for this website interactivity design.
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ChatGPT for Web Design - Create Amazing Websites - Website Design and Responsiveness
In this video, you will learn about the kind of website we can make and how to make the website responsive, which means it will look good on tablets and mobiles by creating the website layout adjust to the screen size using flexboxes. We...
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ChatGPT for Web Design - Create Amazing Websites - Applying JavaScript: Smooth Scroll and Image Slider
We will continue to add more features to our website and make it more functional by learning to add a smooth scroll bar and an image slider. We will instruct ChatGPT to provide us with the JS code for the same and modify it as necessary...
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ChatGPT for Web Design - Create Amazing Websites - Start of the Website + Generating Images
In this lesson, you will learn to create a basic demo website as a freelancer that designs websites using AI. We will instruct ChatGPT to write code for us with whatever basic features and design we want on the webpage.
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Return Computation Revisited and Other Extensions (Optional)
In this video, you will learn the computation of returns in pairs trading and explore other optional extensions to enhance our pairs trading strategy with ChatGPT, incorporating transaction costs, slippage, risk management techniques,...
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ChatGPT for Web Design - Create Amazing Websites - Starting Our Amazing Website
In this lesson, we will begin working on creating our amazing website, which we will eventually publish on our online hosting, but we will build the entire website using Visual Studio Code.
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ChatGPT for Web Design - Create Amazing Websites - Connecting a Contact Form to a Database
In the final video of this section, you will learn to create a contact form for our website to work, where we will connect the form we made to a database that stores the input received.
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ChatGPT for Web Design - Create Amazing Websites - Where to Put the Code?
In this video, you will learn where to store the code, for which we will download and install Visual Studio Code, the IDE we will be using to store and edit the code to our requirements. You will learn to install the extensions required...
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ChatGPT for Web Design - Create Amazing Websites - Introduction to Web Design: HTML and CSS
This lesson will explore the fundamentals of hypertext markup language (HTML) and cascading style sheets (CSS) needed to create a website. You will learn about the IDE to be used for storing the code.
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ChatGPT for Web Design - Create Amazing Websites - Some Notes Before We Start
In this brief overview, the instructor provides vital explanations about how ChatGPT works, what we can use ChatGPT for, what we can do using ChatGPT, and briefly what this course offers us regarding learning and the concepts covered.
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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 - 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 - How to Install NumPy, SciPy, Matplotlib, Pandas, IPython, Theano, and TensorFlow
Learn to install the essential Python libraries for financial analysis, including NumPy, SciPy, Matplotlib, Pandas, IPython, Theano, and TensorFlow. This video will provide the necessary setup to use these popular Python libraries for...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Asking ChatGPT for Pairs
In this lesson, you will learn to effectively query ChatGPT to identify potential pairs for your pairs trading strategy, including appropriate prompts, questions, or instructions to engage with the language model and to interpret and...
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Financial Analysis - Build a ChatGPT Pairs Trading Bot - How to Use GitHub and Extra Coding Tips (Optional)
Here, learn to use GitHub, a popular version control system, effectively. This video will provide step-by-step instructions on creating repositories, committing changes, creating branches, merging code, and resolving conflicts using...