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Category: Machine Learning / Project1 FaceDetection
36 posts tagged with "machine-learning"
View All TagsCreating plots using Functional way(using `plt.plot()` or `plt.subplot()`)
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Category: Machine Learning / Learn ML libraries
Pandas
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Category: Machine Learning / Learn ML libraries
NumPy [DOCS](https -//docs.scipy.org/doc/numpy/reference/index.html#reference)
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Category: Machine Learning / Learn ML libraries
Implementing Neural Network as a Class or sya DataStructure
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Category: Machine Learning / Learn ML
Passing data to Neural Network (Forward Propagation)
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Category: Machine Learning / Learn ML
Resemblence of Human Neuron to our Artificial Neuron
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Category: Machine Learning / Learn ML
3. Types of clustering algorithms
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Algorithm
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Algorithm
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PreProcessing
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Natural Language Processing
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Category: Machine Learning / Learn ML
Challenge - Diabetes Classification
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Category: Machine Learning / Learn ML
KNN (K-nearest Neighbour Algorithm)
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Category: Machine Learning / Learn ML
Assignment4 IMDB Movie Rating Prediction based upon Reviews
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Category: Machine Learning / Learn ML
Challenge - Chemicals Segregation
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Logistic vs Naive classification
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Multinomial NB example on MNIST Dataset
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Let's see Naive Bayes in action predicting whether the review is positive or negative
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Category: Machine Learning / Learn ML
Types of Naive Bayes
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Dataset Loading
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Bayes Theorem
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Code from Scratch
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Logistic Regression(`Classification Algorithm`)
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Using code from Scratch
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Using code from Scratch
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Locally Weighted Regression
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Closed Form Solution for Linear Regression
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Gradient descent we learned till now is Batch(complete sample) Gradient descent
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Example which results in underfitting
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Overfitting and Underfitting of Model
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Linear Regression over Multivariate data
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Linear Regression
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Loading data from sklearn
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1. Data Generation for Supervised Learing(using Scipy(numpy,pandas,matplotlib))
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Category: Machine Learning / Learn ML
What is Machine Learning
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Category: Machine Learning / Learn ML
