Top 10 Object Detection Algorithms in Machine Learning

Top 10 Object Detection Algorithms in Machine Learning is a short video to discuss ten types of Object Detection Algorithms in deep learning. The discussed algorithms are Region-based Convolutional Neural Networks(R-CNN), Fast R-CNN, Faster R-CNN, Mask R-CNN, Region-based Fully Convolutional Network (R-FCN), Histogram of Oriented Gradients (HOG), Spatial Pyramid Pooling (SPP-net), Single Shot Detector (SSD),…

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Neural Network Machine Learning Algorithm from Scratch in Python

Neural Network Machine Learning Algorithm From Scratch in Python is a short video course to discuss an overview of the Neural Network Deep Learning Algorithm. In this video different concepts related to Neural Network Algorithm such as Dot Product of Matrix, Sigmoid, Sigmoid Derivative, Forward Propagation, Back Propagation is discussed in detail. Also, the model…

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Logistic Regression Machine Learning Algorithm from Scratch in Python

Logistic Regression Machine Learning Algorithm From Scratch in Python is a short video course to discuss an overview of the Logistic Regression Machine Learning Algorithm. In this video different types of concepts related to Logistic Regression Algorithms such as Sigmoid and Optimization are discussed. Finally, the algorithm is implemented, step by step, in Python Programming…

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Linear Regression Machine Learning Algorithm from Scratch in Python

Linear Regression Machine Learning Algorithm From Scratch in Python is a short video course to discuss an overview of the Linear Regression Machine Learning Algorithm. In this video different types of concepts related to Linear Regression Algorithms such as Mean, Variance, and Covariance are discussed. Finally, the algorithm is implemented, step by step, in Python…

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Gradient Descent Machine Learning Algorithm from Scratch in Python

Gradient Descent Machine Learning Algorithm From Scratch in Python is a short video course to discuss an overview of the Gradient Descent Machine Learning optimization Algorithm. In this video different types of Gradient Descent Algorithms such as Batch Gradient Descent, Mini batch gradient descent, and Stochastic gradient descent. Finally, the algorithm is implemented, step by…

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