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Deep Learning - Crash Course 2023 - Why Deep Neural Networks
In this video, we will understand why deep neural networks. This clip is from the chapter "Deep Neural Networks" of the series "Deep Learning - Crash Course 2023".In this section, we will try to understand deep neural networks.
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Deep Learning - Crash Course 2023 - Why Do We Require Entropy Loss
In this video, we will talk about certain events and understand why we require entropy loss. This clip is from the chapter "Basic Probability" of the series "Deep Learning - Crash Course 2023".In this section, we will talk about...
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Deep Learning - Crash Course 2023 - Probability Distribution Table
In this video, you will learn about the probability distribution table. This clip is from the chapter "Basic Probability" of the series "Deep Learning - Crash Course 2023".In this section, we will talk about probability.
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Deep Learning - Crash Course 2023 - Random Variable - Types
In this video, you will learn about different types of random variables. This clip is from the chapter "Basic Probability" of the series "Deep Learning - Crash Course 2023".In this section, we will talk about probability.
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Deep Learning - Crash Course 2023 - Why Random Variable Is Important
In this video, we will understand why a random variable is important. This clip is from the chapter "Basic Probability" of the series "Deep Learning - Crash Course 2023".In this section, we will talk about probability.
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Deep Learning - Crash Course 2023 - Introduction to Probability and Random Variables
In this video, we will be introduced to probability and random variables. This clip is from the chapter "Basic Probability" of the series "Deep Learning - Crash Course 2023".In this section, we will talk about probability.
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Deep Learning - Crash Course 2023 - Class Sigmoid
In this video, we will dive into the implementation of a class for the Sigmoid activation function. You will also get an assignment to further solidify your understanding of Sigmoid. This clip is from the chapter "Sigmoid Neuron...
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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,...
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Deep Learning - Crash Course 2023 - Data Standardization - 1
In this video, we will start working on data standardization with Sigmoid. This clip is from the chapter "Sigmoid Neuron Implement with Python" of the series "Deep Learning - Crash Course 2023".In this section, you will learn how to...
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Deep Learning - Crash Course 2023 - Download Dataset
In this video, you will learn how to download the UCI heart disease dataset. This clip is from the chapter "Sigmoid Neuron Implement with Python" of the series "Deep Learning - Crash Course 2023".In this section, you will learn how to...
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Deep Learning - Crash Course 2023 - Program in Python
In this video, we will build a program in Python to implement Sigmoid Neuron. This clip is from the chapter "Sigmoid Neuron" of the series "Deep Learning - Crash Course 2023".In this section, we will begin our journey with Sigmoid Neuron.
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Deep Learning - Crash Course 2023 - Program Overview
In this video, we will discuss our program goal that we will be building in the next video. This clip is from the chapter "Sigmoid Neuron" of the series "Deep Learning - Crash Course 2023".In this section, we will begin our journey with...
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Deep Learning - Crash Course 2023 - Gradient Descent
In this video, you will learn about gradient descent. This clip is from the chapter "Sigmoid Neuron" of the series "Deep Learning - Crash Course 2023".In this section, we will begin our journey with Sigmoid Neuron.
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Deep Learning - Crash Course 2023 - Manual Fitting of Data
In this video, you will learn how to manually fit data. This clip is from the chapter "Sigmoid Neuron" of the series "Deep Learning - Crash Course 2023".In this section, we will begin our journey with Sigmoid Neuron.
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Deep Learning - Crash Course 2023 - Visualize the Accuracy with Epochs
In this video, you will learn how to use graphs to visualize the accuracy of your deep learning model with increasing epochs. You will also be given an assignment to test your understanding. This clip is from the chapter "Perceptron in...
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Deep Learning - Crash Course 2023 - Perceptron in Python
In this video, we will work on programming our Perceptron model in Python. This clip is from the chapter "Perceptron in Python" of the series "Deep Learning - Crash Course 2023".In this section, you will learn about Perceptron in Python.
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Deep Learning - Crash Course 2023 - Why Update Rule Works
In this video, we will understand how update rule works. This clip is from the chapter "Perceptron" of the series "Deep Learning - Crash Course 2023".In this section, you will learn about Perceptron.
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Deep Learning - Crash Course 2023 - Loss Function and Parameter Update
In this video, you will learn about the loss function and parameter update. This clip is from the chapter "Perceptron" of the series "Deep Learning - Crash Course 2023".In this section, you will learn about Perceptron.
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Deep Learning - Crash Course 2023 - Perceptron Model and Its Representation
In this video, you will learn more about the Perceptron model and understand its representation. This clip is from the chapter "Perceptron" of the series "Deep Learning - Crash Course 2023".In this section, you will learn about Perceptron.
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Deep Learning - Crash Course 2023 - MP Neuron - Data Import
In this video, you will learn how to import the Breast Cancer Wisconsin Diagnostic dataset and perform some basic analysis. This clip is from the chapter "MP Neuron in Python" of the series "Deep Learning - Crash Course 2023".In this...
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Deep Learning - Crash Course 2023 - Mathematical Intuition
In this video, you will learn how to build a mathematical intuition on MP Neuron. This clip is from the chapter "MP Neuron Model" of the series "Deep Learning - Crash Course 2023".In this section, you will learn how to build neural...
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Deep Learning - Crash Course 2023 - MP Neuron Introduction
In this video, you will learn about the MP Neuron model, also called McCulloch Pitts model. This clip is from the chapter "MP Neuron Model" of the series "Deep Learning - Crash Course 2023".In this section, you will learn how to build...
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Deep Learning - Crash Course 2023 - Cleaning and Examining the data
In this video, you will learn how to clean and examine the data. This clip is from the chapter "Python for Data Science - Crash Course" of the series "Deep Learning - Crash Course 2023".In this section, we will have a quick refresher on...
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Deep Learning - Crash Course 2023 - NumPy Part 3
In this video, you will learn about slicing and modifying the arrays. This clip is from the chapter "Python for Data Science - Crash Course" of the series "Deep Learning - Crash Course 2023".In this section, we will have a quick...