Alex YeoFree Question Answering Service with LLama 2 model and Prompt TemplateContent Generation (CG-AI) is the most fancy term now with the introduction of ChatGPT, LLama, DALL-E and Diffusion Model.Oct 22, 2023Oct 22, 2023
Alex YeoBe Smart When Buying or Selling PropertyWhen it comes to making one of the most significant financial decisions of our life, such as buying or selling a property, it’s essential…Oct 11, 2023Oct 11, 2023
Alex YeoEasy Installation of Cuda, Cudnn & Virtual Environment on Ubuntu 22.04Recently, I have updated my Ubuntu Operating System to version 22.04 and I find out that the installation of CUDA and Cudnn is much more…Aug 24, 2023Aug 24, 2023
Alex YeoContinuous Adaptive Learning — Reinforcement Learning with Normal DistributionAs a human, we always adjust ourselves to adapt to a new environments. One of the example is to adapt to seasonality. During summer, we…Aug 14, 2023Aug 14, 2023
Alex YeoCreate AB test From Scratch With Confidence using P-value — Fair Experimentation PlatformHow can we measure the new value added to a company product is actually coming from the change made by us? This change could be the size…Aug 11, 2023Aug 11, 2023
Alex YeoCommonly-used distance calculation in Data Science : Levenshtein Distance, Haversine DistanceThere are multiple distance calculations commonly used in data science projects depending on the use cases. Usually, these distance…Aug 1, 2023Aug 1, 2023
Alex YeoinMachine GrowthBaby steps in Reinforcement Learning — Q LearningQ learning. What is Q at the first place? why Q has to learn while A, B, C, D, E are playing?Jul 24, 2021Jul 24, 2021
Alex YeoBaby Steps to Epsilon Greedy, UCB 1 and Thomson Sampling — Introduction to Reinforcement LearningIntroduction & proving to: — Epsilon Greedy, UCB 1 (Explanation + Proving), Thomson Sampling, Bayesian Bandit (Explanation + Proving)Nov 29, 2020Nov 29, 2020
Alex YeoCosine Similarity — Introduction and applications in NLPHow similar is Father and Mother? When you ask this question to anyone, you will have different answers. Some say, mum can cook, dad can’t…Oct 4, 2020Oct 4, 2020
