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1 Cat vs Non-cat Classifier - Introduction
2 Cat vs Non-cat Classifier - Workflow
3 Cat vs Non-cat Classifier - Import the Libraries
4 Cat vs Non-cat Classifier - Importing the libraries
5 Cat vs Non-cat Classifier - Load the Dataset
6 Cat vs Non-cat Classifier - Loading the data
7 Cat vs Non-cat Classifier - Split the data
8 Cat vs Non-cat Classifier - Create a numpy array of shape (2,1,10) and containing values from 1 to 20. Now upon using np.squeeze on this array, what would be the shape of the squeezed array?
9 Cat vs Non-cat Classifier - Explore the Dataset
10 Cat vs Non-cat Classifier - Visualize the Data
11 Cat vs Non-cat Classifier - Shape of the data
12 Cat vs Non-cat Classifier - What is the dimensionality of each sample in the dataset?
13 Cat vs Non-cat Classifier - Reshape the Data
14 Cat vs Non-cat Classifier - Reshaping the data
15 Cat vs Non-cat Classifier - Feature Scaling
16 Cat vs Non-cat Classifier - Feature Scaling
17 Cat vs Non-cat Classifier - Define Utility Functions
18 Cat vs Non-cat Classifier - Defining some utility functions
19 Cat vs Non-cat Classifier - Defining some utility functions - Sigmoid Function
20 Cat vs Non-cat Classifier - Defining some utility functions - Initializing Weights
21 Cat vs Non-cat Classifier - Defining some utility functions - Forward Propagation
22 Cat vs Non-cat Classifier - Defining some utility functions - Back Propagation
23 Cat vs Non-cat Classifier - Defining some utility functions - Propagate
24 Cat vs Non-cat Classifier - Defining some utility functions - Predict
25 Cat vs Non-cat Classifier - Defining some utility functions - Get Accuracies
26 Cat vs Non-cat Classifier - Defining some utility functions - Optimize
27 Cat vs Non-cat Classifier - Defining some utility functions - Model
28 Cat vs Non-cat Classifier - Train the Algorithm
29 Cat vs Non-cat Classifier - Training the Algorithm
30 Cat vs Non-cat Classifier - Evaluate the Algorithm
31 Cat vs Non-cat Classifier - Evaluating the model on Test Data
32 Cat vs Non-cat Classifier - Example of Misclassified image
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