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Machine Learning: Random Forest with Python from Scratch - Classification versus Regression
Let's learn about the three modes of machine learning: classification, regression, and clustering. This clip is from the chapter "Introduction to Machine Learning" of the series "Machine Learning: Random Forest with Python from...
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Fundamentals of Neural Networks - Long Short-Term Memory (LSTM)
Long short-term memory (LSTM) is an artificial recurrent neural network (RNN) architecture used in the field of deep learning. LSTM networks are well-suited to classifying, processing, and making predictions based on time series data...
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Fundamentals of Neural Networks - Gated Recurrent Unit (GRU)
Gated recurrent units (GRUs) are a gating mechanism in recurrent neural networks. GRUs have been shown to exhibit better performance on certain smaller and less frequent datasets. This clip is from the chapter "Recurrent Neural Networks"...
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Fundamentals of Neural Networks - Forward Propagation in RNN
The forward propagation in an RNN makes a few assumptions: 1) We assume the hyperbolic tangent activation function for the hidden layer. 2) We assume that the output is discrete as if the RNN is used to predict words or characters. This...
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Fundamentals of Neural Networks - Padding
This video explains padding in convolutional neural networks. This clip is from the chapter "Convolutional Neural Networks" of the series "Fundamentals in Neural Networks".This section explains convolutional neural networks where you...
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Fundamentals of Neural Networks - Image Data
This video explains image data in CNN (Convolutional Neural Network). This clip is from the chapter "Convolutional Neural Networks" of the series "Fundamentals in Neural Networks".This section explains convolutional neural networks where...
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Fundamentals of Neural Networks - Cross-Entropy Loss Function
This video explains the cross-entropy function, which is designed under the assumption that the variable you are trying to predict is binary. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in...
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Fundamentals of Neural Networks - Forward Propagation
This video explains forward propagation and will dive deeper into the architecture of neural networks. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This section explains...
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The Real Odds: Understanding Lottery and Sports Betting
Explore the real chances of winning the lottery and the intricacies of sports betting. This video breaks down the probabilities, the science of randomness, and the strategies players use in hopes of maximizing their winnings. Featuring...
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Deep Learning - Crash Course 2023 - Confirming Universal Approximation Theorem Works
In this video, we will confirm the effectiveness of the Universal Approximation Theorem by implementing it on a practical problem. This clip is from the chapter "Universal Approximation Theorem" of the series "Deep Learning - Crash...
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Deep Learning - Crash Course 2023 - Understanding Universal Approximation Theorem
In this video, we will introduce the concept of Universal Approximation Theorem in deep learning. We will discuss what this theorem means, how it works, and its importance in the field of neural networks. This clip is from the chapter...
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GCSE Maths Questions Mixed Topics Part Two
This video provides more GCSE Maths exam practice questions on a variety of topics, such as bearings, nets and solving equations.
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Bearings GCSE Practice Questions
This video guides you through three GCSE exam style questions on the topic of bearings. Extra practice questions are provided at the end of the video.
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AWS Certified Solutions Architect Associate (SAA-C03) - Take Notes
There are many ways to take notes while watching these training videos; the important thing is to find what works for you.
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Action Verbs for Kids and Game
In this fun-filled educational adventure, kids will learn all about action verbs through interactive activities. The video is divided into three engaging parts: Talking Flashcards: Learn action verbs with our animated flashcards that...
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AutoCAD 2023 Masterclass - Produce Amazing Site Plans Quickly - Interior Nine-Inch Walls: Double Height Lobby, Bath, and Drawing Room
In this video, we will cover drafting interior walls of the double-height lobby, bathroom, and drawing room in AutoCAD 2D. You will learn how to create walls with precise dimensions and alignments, set wall properties, and create...
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AutoCAD 2023 Masterclass - Produce Amazing Site Plans Quickly - Learning Some Frequently Used Commands
In this video, we will explore some frequently used commands in AutoCAD 2D that are commonly used for creating and modifying drawings.
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ChatGPT for Creatives - Cosmic Dream
Explore the potential of AI in creating pixelated art and digital painterly images. This video delves into generating artistic visuals with a focus on cosmic and dreamy themes, showcasing how AI tools like Dolly can revolutionize digital...
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ChatGPT for Creatives - Making Land
In this video, you will learn to create the landscape of the world being built. The video covers several key aspects of creating the land, including choosing the type of terrain, creating the physical features of the world, and...
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ChatGPT for Creatives - I Am Bored and Don't Know What to Draw
In this video, we will use a specific contextual prompt to obtain ideas from ChatGPT. We will provide a prompt to ask it for ideas about what to draw when feeling bored and examine the responses obtained. We will explore dreamscape...
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Behavioral Design Patterns in C++ - Variant
In this video, we will discuss the C++17 std::variant. This class uses the Visitor pattern for performing operations on its members. This clip is from the chapter "Visitor" of the series "Behavioral Design Patterns in C++".This section...
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Deep Learning - Artificial Neural Networks with Tensorflow - Gradient Descent
In this video, we will get introduced to gradient descent. This clip is from the chapter "In-Depth: Gradient Descent" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this optional section, we will dive...
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Digital Learning: Transforming Education at Charteux Elementary School
Explore the innovative digital learning environment at Charteux Elementary School in Issy-les-Moulineaux, where traditional tools are replaced with digital screens and tablets. Join the students as they engage with interactive geography,...
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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Scatterplot
In this video, you will learn about a scatterplot. This clip is from the chapter "Matplotlib" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will talk about Matplotlib.