Yan DingCalculating Parameters of Convolutional and Fully Connected Layers with KerasExplain how to calculate the number of params and output shape of convolutional and pooling layersOct 15, 20201Oct 15, 20201

Yan DinginAnalytics VidhyaInstalling TensorFlow, CUDA, cuDNN for NVIDIA GeForce GTX 1650 Ti onWindow 10GPU vs CPU, training MNIST dataset.Aug 13, 20206Aug 13, 20206

Yan DinginTowards Data ScienceSome Strategies for Machine Learning ProjectsThis article will summarize some strategies for machine learning projects. Firstly, we will illustrate the reasons why we need strategies…Apr 20, 2020Apr 20, 2020

Yan DingLeast Squares, Recursive Least Squares, Kalman Filters, and Sensor FusionWe will cover basic ideas of least squares, weighted least squares. Meanwhile, we will discuss the relationship between Recursive Least…Mar 20, 2020Mar 20, 2020

Yan DingThree Methods of Vehicle Lateral Control: Pure Pursuit, Stanley and MPCIntroductionMar 6, 20209Mar 6, 20209

Yan DingHow to solve a simple control system problem with Laplace Transform?Why we need Laplace Transform?Feb 25, 20202Feb 25, 20202