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Machine Learning: Random Forest with Python from Scratch - Sets
Our next datatype is a set, an unordered collection of iterable and mutable data. This clip is from the chapter "Introduction to Python" of the series "Machine Learning: Random Forest with Python from Scratch©".This section focuses on...
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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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Financial Analysis - Build a ChatGPT Pairs Trading Bot - Long-Only Strategy (Code)
In this video, we will implement a long-only pairs trading strategy using actual code, including step-by-step instructions on modifying our trading code to accommodate long-only positions based on our trading strategy with ChatGPT. This...
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Machine Learning: Random Forest with Python from Scratch - How Decision Trees and Random Forest Work
We will understand what a decision tree is and create a decision tree and get a prediction result from the decision tree. 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 - 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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Machine Learning: Random Forest with Python from Scratch - Overfitting and Underfitting
In this video, you will learn about overfitting, a modeling error when a model performs well in training but not in testing, and underfitting, where the model neither performs well during training nor during testing. This clip is from...
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Exploring Laziness: A Deep Dive into Idleness and Its Impacts
Unpack the concept of laziness, often misunderstood as just a lack of action. Delve into the psychological, genetic, and physiological aspects of why people may seem lazy, including the role of dopamine in motivation and effort. This...
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Winter Woes: Unmasking the Spread of Seasonal Illnesses
Discover the intriguing science behind how common winter illnesses like the flu and colds spread, as demonstrated through lively experiments at the Pasteur Institute and the Pierre-Gilles de Genne Science Forum in Paris. Learn about the...
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Data Science Model Deployments and Cloud Computing on GCP - Introduction
This video provides an introduction to the section. This clip is from the chapter "Cloud Functions - Serverless and Event-Driven Applications" of the series "Data Science Model Deployments and Cloud Computing on GCP".In this section, you...
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Learn Java from Scratch - A Beginner's Guide - Step 03 - Introduction to Object-Oriented Programming - Exercise – Online Shopping
In this video, you will learn about object-oriented programming exercise—online shopping.
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Learn Java from Scratch - A Beginner's Guide - Step 01 - Introduction to Object-Oriented Programming – Basics
In this video, you will learn about object-oriented programming—basics.
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Learn Java from Scratch - A Beginner's Guide - Step 06 - Understanding REST API – 10,000 Feet Overview
In this video, we will understand the fundamentals of REST API.
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Learn Java from Scratch - A Beginner's Guide - Step 05 - Understanding Loose Coupling and Tight Coupling
In this video, you will learn about the concepts of loose coupling and tight coupling in software development. We will also gain an understanding of how these concepts apply to the Spring framework and how they can help us develop...
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Chatbots Development with Amazon Lex - Twilio and Website
In this video, you will learn about the Twilio application and how it helps Amazon Lex create the chatbot. You will learn to integrate Twilio with Lex. This is the third step for Twilio connectivity and website connectivity.
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Chatbots Development with Amazon Lex - Chatbot Steps
This video provides an in-depth outline of the various steps involved in creating a chatbot with Amazon Lex. We will understand how Amazon Lex connects with Amazon Lambda, Twilio software, and Amazon DynamoDB for storage.
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Chatbots Development with Amazon Lex - Response Cards
This is the last step in creating an Amazon Lex chatbot, creating and adding response cards, including the card setup, slot upgradation, chatbot building, and demonstration.
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Chatbots Development with Amazon Lex - AWS Lambda Steps
In this lesson, you will learn to connect Amazon Lambda with Amazon Lex. Amazon Lambda helps with the validation and fulfillment of the chatbot. You will learn about the steps involved in performing the connectivity.
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Fundamentals Of Object-Oriented Programming: Java and IntelliJ - Type Casting
In this lesson, we will learn to use a feature called typecasting to change one datatype to another and look at the two methods of typecasting.
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Fundamentals Of Object-Oriented Programming: Java and IntelliJ - Arithmetic Operators
In this lesson, we will perform basic arithmetic calculations used in Java for mathematical operations.
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Deep Learning - Crash Course 2023 - Moving from Shallow Learning to Deep Learning
In this video, we will be introduced to shallow learning. This clip is from the chapter "Applying Deep Learning" of the series "Deep Learning - Crash Course 2023".In this section, you will learn how to implement deep learning on common...
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Deep Learning - Crash Course 2023 - Activation Functions in Deep Learning Neural Networks - Introduction
In this video, we will have a quick introduction to activation functions for deep learning neural networks. This clip is from the chapter "Activation Functions in Deep Learning Neural Networks" of the series "Deep Learning - Crash Course...
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Deep Learning - Crash Course 2023 - Summary-2
In this video, we will summarize the key concepts covered in the section and prepare for the next section of the course. This clip is from the chapter "Deep Learning with TensorFlow 2.x" of the series "Deep Learning - Crash Course...
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Deep Learning - Crash Course 2023 - Introducing TensorFlow
In this video, we will be introduced to TensorFlow. This clip is from the chapter "Deep Learning with TensorFlow 2.x" of the series "Deep Learning - Crash Course 2023".In this section, we will dive into deep learning with TensorFlow 2.x.
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Deep Learning - Crash Course 2023 - Data Standardization - 2
In this video, we will understand when and how to apply standard Scaler with data standardization. This clip is from the chapter "Sigmoid Neuron Implement with Python" of the series "Deep Learning - Crash Course 2023".In this section,...