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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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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 - 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...
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Machine Learning: Random Forest with Python from Scratch - How to Build a Tree
After creating the decision node and leaf node classes, we will build our tree to add the nodes. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python from Scratch©".This...
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Machine Learning: Random Forest with Python from Scratch - Leaf and Decision Node
In this lesson, you will learn to create two classes, a leaf node and a decision node, with a constructor. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python from...
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Machine Learning: Random Forest with Python from Scratch - Information Gain
In this video, we will define columns for questioning and determine how much information can be gained by splitting a column. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with...
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Machine Learning: Random Forest with Python from Scratch - Impurity
Like all dataset characteristics, we will look at the impurities in a dataset and how they should be minimum in a good dataset. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest...
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Machine Learning: Random Forest with Python from Scratch - Question and Partition
In this video, you will learn to create two more helper functions, question, and partition, which define statements for querying and retrieving data. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine...
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Machine Learning: Random Forest with Python from Scratch - Feature Importance
After understanding features in a previous lesson, we will look at finding the most critical features' probability. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python...
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Machine Learning: Random Forest with Python from Scratch - Clustering
In this lesson, you will learn about an unsupervised branch of learning called clustering, which involves grouping elements with no labels to classify them. This clip is from the chapter "Introduction to Machine Learning" of the series...
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Machine Learning: Random Forest with Python from Scratch - Types of Learning
Here, we will understand the learning types, including supervised and unsupervised machine learning algorithms. This clip is from the chapter "Introduction to Machine Learning" of the series "Machine Learning: Random Forest with Python...
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The Truth About Lying: Why We Do It and Its Impact
Dive into the complex world of deception with an insightful exploration into why lying is a pervasive part of human behavior. From little white lies to elaborate falsehoods, learn about the psychological and social functions of lying....
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JavaScript Mastery from Zero to Hero - Prepare for Coding Interviews - Interview Question - Check Whether a String Is a Palindrome
This video focuses on the interview question asked to check whether a string is a palindrome. This clip is from the chapter "Algorithms and Data Structures - Intermediate to Advanced" of the series "JavaScript Mastery from Zero to Hero -...
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JavaScript Mastery from Zero to Hero - Prepare for Coding Interviews - Generate Missing Alphabet Letters UTF with JavaScript
In this video, you will learn how to generate missing alphabet letters in UTF format using JavaScript. We will be discussing what UTF is and how it represents characters. By the end of the video, you will have a good understanding of how...
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JavaScript Mastery from Zero to Hero - Prepare for Coding Interviews - Solution I - Write a Factorial Function in JavaScript
In this video, we will discuss the solution to the exercise on writing a factorial function in JavaScript from the previous video. This clip is from the chapter "Algorithms - Basics and Fundamentals to Intermediate" of the series...
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JavaScript Mastery from Zero to Hero - Prepare for Coding Interviews - Exercise Solution - The Remainder Operator in JavaScript
This is a solution video where you will work on the remainder operator in JavaScript. This clip is from the chapter "Introduction to Programming and JavaScript Basics for Absolute Beginners" of the series "JavaScript Mastery from Zero to...
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Project Finance and Excel - Build Financial Models from Scratch - Introduction to the Case Study
This video is an introduction to the "Express Fiji" case study. Express Fiji is a project company that was awarded the contract to build and operate a highway in a city in Fiji in 2023. This clip is from the chapter "Building a Project...
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Project Finance and Excel - Build Financial Models from Scratch - Transactions Eligible for Project Finance
This video talks about the various transactions eligible for project finance. It also talks about what we use project finance for and the use cases. We use project finance for transportation, power, environment, and more. This clip is...
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The Complete Solidity Course - Zero to Advanced for Blockchain and Smart Contracts - Coding in Terms of Higher Patterns
In this video, you will learn about coding in terms of higher patterns in Solidity. This clip is from the chapter "Solidity Patterns I - Cybersecurity" of the series "The Complete Solidity Course - Zero to Advanced for Blockchain and...
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The Complete Solidity Course - Zero to Advanced for Blockchain and Smart Contracts - Smart Contracts - Points of Failure
In this video, we will discuss the different points of failure that can occur in a smart contract. We will go through some examples of how contracts can be exploited by attackers and discuss some best practices for avoiding common...
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The Complete Solidity Course - Zero to Advanced for Blockchain and Smart Contracts - Solution - Write Solidity Variables
In this video, we will discuss the solution to the exercise on writing Solidity variables from the previous video. This clip is from the chapter "Learn Solidity - Basics I" of the series "The Complete Solidity Course - Zero to Advanced...
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Data Science Model Deployments and Cloud Computing on GCP - Introduction to Kubeflow
This video provides an introduction to Kubeflow. This clip is from the chapter "Vertex AI - Machine Learning Framework" of the series "Data Science Model Deployments and Cloud Computing on GCP".In this section, we will explore Vertex AI....
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Data Science Model Deployments and Cloud Computing on GCP - Microservice Architecture
In this video, we dive into microservice architecture, discussing its benefits and challenges and exploring how to design and implement a microservice-based system. This clip is from the chapter "Modern-Day Cloud Concepts" of the series...
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Professional Scrum Master 2 (PSM II) Certification - A Crash Course - Scrum Master Roles: How to Improve the Development Team
In this video, you will learn to document APIs using ChatGPT, effectively documenting API functionalities, endpoints, request/response formats, and authentication methods. We will understand how ChatGPT can assist in generating clear and...