Top 10 Things to Know About Deep Learning
Deep learning is a particular type of machine learning. It makes use of ANNs, or artificial neural networks. The artificial neural networks contains several layers that…
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Top 10 Things to Know About Artificial Intelligence
Artificial intelligence, or AI, is the simulation of human intelligence in machines. It has been built to learn and make decisions similar to how individuals do.
ChatGPT: Reinforcement Learning from Human Feedback
ChatGPT is a smart chatbot that is launched by OpenAI in November 2022. It is based on OpenAI’s GPT-3 family of large language models and is optimized using supervised and reinforcement learning approaches. Google launched a similar language application named Bard. Read ChatGPT vs. Bard. What is ChatGPT? ChatGPT is an abbreviation for Chat Generative…
Why Naive Bayes Algorithm is NOT affected by Feature Scaling
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…
Exploration vs Exploitation in Reinforcement Learning
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…
Cast a Tensor to another Type in PyTorch
We can cast a Tensor to another type in PyTorch as below: 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…
Cast a Tensor to another Type in TensorFlow
We can cast a Tensor to another type in tensorflow as below: Code as below: 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…
How to check current version of TensorFlow?
To check current version of TensorFlow… use the below commands import tensorflow as tf tf.__version__ Cheers!! Logistic Regression Machine Learning Algorithm from Scratch in Python Gradient Descent Machine Learning Algorithm from Scratch in Python
How to check current version of pytorch?
To check the current version of PyTorch please execute the below command… import torch torch.__version__ Cheers!!
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),…