Naive Bayes is a probabilistic algorithm that makes class predictions based on Bayes' theorem, which states that the probability of a class given a set of features is proportional to the product of the probabilities of each feature given the class. The algorithm assumes independence between the features, so scaling the features should not affect … Continue reading Why Naive Bayes Algorithm is NOT affected by Feature Scaling
In Reinforcement Learning, exploration vs exploitation is a fundamental trade-off that agents must navigate to learn the optimal behavior in an environment. Exploration refers to the process of trying out new actions or visiting new states in order to gain more information about the environment and improve the agent's understanding of the rewards and transition … Continue reading Exploration vs Exploitation in Reinforcement Learning
We can cast a Tensor to another type in PyTorch as below: import torch # Create a float tensor y = torch.randn(5, 5) # Cast the flost tensor to int tensor in pytorch y = y.int() Cast a Tensor to another Type in PyTorch Neural Network Machine Learning Algorithm From Scratch in Python is a … Continue reading Cast a Tensor to another Type in PyTorch
We can cast a Tensor to another type in tensorflow as below: Cast a Tensor to another Type in TensorFlow Code as below: import tensorflow as tf # Create a TensorFlow float type Tensor x x = tf.constant([1.8, 2.2], dtype=tf.float32) # Cast a Tensor of float type to int Type in TensorFlow x = tf.dtypes.cast(x, … Continue reading Cast a Tensor to another Type in TensorFlow
To check current version of TensorFlow... use the below commands import tensorflow as tf tf.__version__ check current version of TensorFlow Cheers!! Logistic Regression Machine Learning Algorithm from Scratch in Python https://youtu.be/2ztuQKtW7So Logistic Regression Machine Learning Algorithm from Scratch in Python Gradient Descent Machine Learning Algorithm from Scratch in Python https://youtu.be/gurGhGPg-6s Gradient Descent Machine Learning Algorithm … Continue reading How to check current version of TensorFlow?
To check the current version of PyTorch please execute the below command... import torch torch.__version__ check current version of pytorch Cheers!! https://youtu.be/2ztuQKtW7So Logistic Regression Machine Learning Algorithm from Scratch in Python https://youtu.be/gurGhGPg-6s Gradient Descent Machine Learning Algorithm from Scratch in Python
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), … Continue reading Top 10 Object Detection Algorithms in Machine Learning
Image Classification vs Object Detection in Machine Learning is a short video to describe the core difference between Image Classification and Object Detection in Machine Learning. https://youtu.be/ir-0Y6evY0w Image Classification vs Object Detection in Machine Learning
TechnoBotic is one of the best YouTube channel for Machine Learning, Data Science, and Artificial Intelligence. The videos are about AI and ML basics as well as Advanced Concepts. https://youtu.be/fpnpo1QGc5I TechnoBotic: Best YouTube Channel for Machine Learning, Data Science and Artificial Intelligence Happy Learning !!
Decision Tree Machine Learning Algorithm From Scratch in Python is a short video course to discuss an overview of the Decision Tree Machine Learning Algorithm. In this video different types of concepts related to Decision Tree Algorithms such as Entropy and Information Gain are discussed. Finally, the algorithm is implemented, step by step, in Python … Continue reading Decision Tree Machine Learning Algorithm from Scratch in Python