Source: View original notebook on GitHub
Category: Machine Learning / Project1 FaceDetection
Display Images using plt and cv2
· 2 min read
Senior Software Engineer @ Info Edge
36 posts tagged with "data-science"
View All TagsCreating plots using Functional way(using `plt.plot()` or `plt.subplot()`)
· 12 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML libraries
Pandas
· 23 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML libraries
NumPy [DOCS](https -//docs.scipy.org/doc/numpy/reference/index.html#reference)
· 26 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML libraries
Implementing Neural Network as a Class or sya DataStructure
· 2 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Passing data to Neural Network (Forward Propagation)
· 2 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Resemblence of Human Neuron to our Artificial Neuron
· One min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
3. Types of clustering algorithms
· 8 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Algorithm
· 4 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Algorithm
· 2 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
PreProcessing
· 3 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Natural Language Processing
· 16 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Challenge - Diabetes Classification
· 12 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
KNN (K-nearest Neighbour Algorithm)
· 5 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Assignment4 IMDB Movie Rating Prediction based upon Reviews
· 4 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Challenge - Chemicals Segregation
· 11 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Logistic vs Naive classification
· One min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Multinomial NB example on MNIST Dataset
· 3 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Let's see Naive Bayes in action predicting whether the review is positive or negative
· 7 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Types of Naive Bayes
· 4 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Dataset Loading
· 11 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Bayes Theorem
· One min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Code from Scratch
· 4 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Logistic Regression(`Classification Algorithm`)
· 4 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Using code from Scratch
· 6 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Using code from Scratch
· 4 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Locally Weighted Regression
· 6 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Closed Form Solution for Linear Regression
· 2 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Gradient descent we learned till now is Batch(complete sample) Gradient descent
· 4 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Example which results in underfitting
· 2 min read
Senior Software Engineer @ Info Edge
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Category: Machine Learning / Learn ML
Overfitting and Underfitting of Model
· 2 min read
Senior Software Engineer @ Info Edge
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Category: Machine Learning / Learn ML
Linear Regression over Multivariate data
· 5 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Linear Regression
· 6 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
Loading data from sklearn
· 4 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
1. Data Generation for Supervised Learing(using Scipy(numpy,pandas,matplotlib))
· 4 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML
What is Machine Learning
· 5 min read
Senior Software Engineer @ Info Edge
Source: View original notebook on GitHub
Category: Machine Learning / Learn ML