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Deep Learning CNN Convolutional Neural Networks with Python - Why Derivatives Solution
This is a solution video on why derivatives. This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on gradient descent in CNNs.
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Deep Learning CNN Convolutional Neural Networks with Python - Why Derivatives Quiz
This is a quiz video on why there is a need of derivatives. This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on gradient descent in...
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Deep Learning CNN Convolutional Neural Networks with Python - DropOut, Early Stopping and Hyperparameters Solution
This is a solution video on DropOut, early stopping, and hyperparameters. This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on...
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Deep Learning CNN Convolutional Neural Networks with Python - DropOut, Early Stopping and Hyperparameters Quiz
This is a quiz video on DropOut, early stopping, and hyperparameters. This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the...
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Deep Learning CNN Convolutional Neural Networks with Python - Decision Boundary in DNN Solution
This is a solution video on decision boundary in DNN. This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the overview of the...
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Deep Learning - Deep Neural Network for Beginners Using Python - Vanishing Gradient Problem
In this video, we will talk about the vanishing gradient problem. This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover optimizations...
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Deep Learning - Deep Neural Network for Beginners Using Python - Solution to Problem
In this video, we will discuss on a possible solution to the problem. This clip is from the chapter "Basics of Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover...
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Deep Learning - Deep Neural Network for Beginners Using Python - Random Restart Solution
In this video, we will apply random restart as a possible solution to our local minima problem. This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section,...
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Deep Learning - Deep Neural Network for Beginners Using Python - Other Activation Functions
In this video, we will cover other activation functions and replace sigmoid with tanh and ReLU. This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section,...
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Deep Learning - Deep Neural Network for Beginners Using Python - Early Stopping
In this video, we will look at a possible solution, which is early stopping. This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will cover...
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Deep Learning - Deep Neural Network for Beginners Using Python - Convex Functions
In this video, we will discuss about convex functions. This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper into deep learning.
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Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Scoring Validation Dataset Using Code
This video helps you with scoring validation dataset using code. This clip is from the chapter "SAS Predictive Modeling, Evaluation Metrics" of the series "Complete SAS Programming Guide - Learn SAS and Become a Data Ninja".This section...
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Fundamentals of Machine Learning - ROCAUC
In this final lab, you will learn about ROC-AUC (Receiver Operating Characteristic Curve-Area Under Curve). This clip is from the chapter "Labs" of the series "Fundamentals of Machine Learning".This section explains the various lab...
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Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Probability Density Functions
In this video, we will cover probability density functions. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A...
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Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Gaussian Random Variables Solution 01
In this video, we will cover Gaussian random variables solution 01. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and...
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Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Exponential
In this video, we will cover Exponential. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
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Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Exponential Solution 01
In this video, we will cover Exponential solution 01. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
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Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Probability Density Functions Solution 01
In this video, we will cover probability density functions solution 01. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and...
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Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib for Data Visualization: Matplotlib Multiple Plots
In this video, we will cover Matplotlib multiple plots. This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory and Projects)...
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Data Science and Machine Learning (Theory and Projects) A to Z - Hands-on Machine Learning Project Using Scikit-Learn: Cross-validation with Python
In this video, we will cover cross-validation with Python. This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we...
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Rocket Trajectory: Why Do Rockets Curve Instead Of Going Straight Up?
Rockets follow a curved path rather than a straight line because their main objective is to enter Earth's orbit using as little fuel as possible. To get into orbit, a rocket must tilt onto its side and gradually increase the tilt until...
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Graph Transformation
This video shows the process for solving the problems presented in IGCSE A June 2018 paper 1H Q17, which covers graph transformation. It requires the learner to determine the minimum point of the curve for a given equation. It also asks...
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Finding an Estimate for Interquartile Range
This video explains how to collect data from a cumulative frequency graph and how to use that data to find an estimate for the interquartile range. Source of question: IGCSE A June 2018 paper 1H Q10.
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Solving Equations and Graphing Cubic Functions using Substitution Method
This video shows the process for solving the problem presented in IGCSE A June 2018 paper 2H Q14, which involves solving equations and graphing cubicfunctions using the substitution method. Students will understand the concept of cubic...