Kelvin LiHow to create your own CNN using the MNIST data set (for beginners)Probably most famous for it’s originality in deep learning would be the MNIST handwritten digits dataset. These gray-scaled handwritten…Oct 26, 2018Oct 26, 2018
Kelvin LiCreating Gender Labels for an Amazon Reviews Data setAssumptions and my personal biasOct 2, 2018Oct 2, 2018
Kelvin LiBuilding a Simple Pokemon Convolutional Neural NetAs a child born in the 90’s, I used to wake up early on Saturday mornings to watch new episodes of Pokemon. I grew up playing all the…Aug 17, 2018Aug 17, 2018
Kelvin LiHow to implement TensorFlow with AtomThis is sort of a continuation from my last post.Aug 16, 20181Aug 16, 20181
Kelvin LiStep-by-Step Guide to install Tensorflow-CPU/GPU for Windows 7So I just spent the entire weekend trying to install TensorFlow on my 6 years old Windows 7 desktop. And just about 3 hours ago, I managed…Aug 13, 20184Aug 13, 20184
Kelvin LiSimplifying the complex language used in Back PropagationI’ve looked all over the internet for explanations of what exactly back propagation is and everyone either uses complicated mathematical…Jun 8, 2018Jun 8, 2018
Kelvin LiModel Tuning and what is it ?(using Python)How can we make our Model Great Again?May 18, 2018May 18, 2018
Kelvin LiGrunt Work in Calculus, No More!The Solution to Hours and Hours of tedious calculationApr 27, 2018Apr 27, 2018
Kelvin LiProbability: The Hidden Bernoulli TrialsThe Ninja of the Probability DistributionsApr 26, 2018Apr 26, 2018
Kelvin LiinLambda School Machine LearningPrincipal Component Analysis and what is it really? (using Python)The Millennial QuestionApr 26, 2018Apr 26, 2018