Machine Learning or Deep Learning model must be in balanced state

Machine Learning or Deep Learning model must be in balanced state

Machine Learning or Deep Learning model must be in balanced state   If you ever built a supervised Machine Learning model on some real-time data, it is impossible that it will perform well both on train set and test set in a first evaluation attempt. Real-time data is so noisy, of course as part of model building activity you might have performed enough cleanup and did efficient feature engineering, though usually the model either will tend to overfit or underfit the training data.   How do you detect if the model is underfit (Bias Problem) or overfit (Variance Problem)? Usually…

Activation functions in Deep learning

Activation functions in Deep learning

Activation functions in Deep learning   Generally , These functions are mainly used in Deep Learning models especially Artificial Neural Networks. Basically the activation functions decides weather the neuron activated or not.   Activation functions is used to mapping the complicated and non-linear functions between the input and output signals. Then the output signal is input to the next layer.without activation function we can’t do a non-linear transformations because there is no activation function the weights and biases do  linear transformation.we want to do a image classification and language translation, then the linear transformation is not suitable that’s why we…

7 Technologies That prepares you for the future jobs

7 Technologies That prepares you for the future jobs

7 Technologies That prepares you for the future jobs: The enduring development of front line innovations, for example, AI, Big Data, and IoT, is ready to change the manner in which organizations and people work, the manner in which things work and the way in which items and administrations are rendered and expended. Different utilization of these bleeding edge fields of innovation have demonstrated more noteworthy productivity and ability to finish essential physical and mental assignments when contrasted and their human partners. No big surprise then that they are clearing more than a few ventures and modifying relatively every business…

How Deep-Learning AI help human programmers

How Deep-Learning AI help human programmers

How Deep-Learning AI help human programmers:   The prospect of artificial intelligence is infinite. Home service robots, Amazon’s smart Echo, drone delivery, accurate medical diagnosis… With the help of AI, these smart devices are entering every household at a rapid rate. Any incredible application that people can imagine is probably related to AI. However, you may ignore the subversion of artificial intelligence to another area – the development of AI software itself. Imagine what would happen if computers don’t need humans to understand their language. Most AI researchers today tend to develop artificial intelligence applications for specific uses, such as…

Deep Mind launches AI to detect over 50 eye diseases with a high diagnostic accuracy

Deep Mind launches AI to detect over 50 eye diseases with a high diagnostic accuracy

Deep Mind launches AI to detect over 50 eye diseases with a high diagnostic accuracy: Playing games and controlling robotic work, artificial intelligence is playing a more important role in human life. Maybe AI will soon appear in a hospital near your home. Recently, Google’s Deep Mind, the Moorfields Eye Hospital NHS Trust, and the University College London Eye Institute used deep learning technology to create an artificial intelligence (AI) system that identifies multiple eye diseases through 3D scanning to help patients with treatment. This work is the result of years of cooperation between the three agencies. Although the AI…