Preeti Singh ChauhanML/DL Foundation: Activation FunctionsReady to dive into the secret sauce of neural networks? Let’s talk about activation functions — the magical switches that bring our models…Jun 13Jun 13
Preeti Singh ChauhanML/DL Foundation 1: Loss Functions and OptimizersUnderstanding loss functions and optimizers is essential before diving into more advanced algorithms and architectures in machine learning…Jun 6Jun 6
Preeti Singh ChauhanIntroduction to Protein & Antibody — for an AI scientist, before moving on to biologics design…Cell, nucleus, atom, molecule ….. Remember? We have already studied these concepts in our school. So, this isn’t going to be an uphill…Mar 17, 2023Mar 17, 2023
Preeti Singh ChauhanLearn A-Z of Knowledge Graphs: Part 7 — Deep Neural Embeddings with Graph Neural NetworksIn our previous stories, we have learn about shallow embeddings and implemented the concept using Node2vec. This story, we’ll deep dive…Dec 20, 20221Dec 20, 20221
Preeti Singh ChauhanLearn A-Z of Knowledge Graphs:Part 6- Shallow Graph Embeddings — Node2VecHello there, again! Welcome to another story in this series, where we are going to learn about graph embeddings. More specifically, we’ll…Dec 5, 2022Dec 5, 2022
Preeti Singh ChauhanLearn A-Z of Knowledge Graphs, step by step| Part 5— Usecase: Pagerank driven company importance in…Hi there! Hope you are having a good time learning interesting concepts about graphs! This is a followup story to my previous one —…Dec 3, 2022Dec 3, 2022
Preeti Singh ChauhanFor graphs, why use Graph Neural Networks instead of traditional Deep Learning frameworks?Did you also wonder that ever?Nov 28, 2022Nov 28, 2022
Preeti Singh ChauhanLet’s learn A-Z of Knowledge Graphs: one step at a time |Part 4- Pagerank & more about graph…Hello again! Hope you are having fun while learning about Knowledge Graphs, bit by bit, in this series. If you have not gone through the…Nov 17, 2022Nov 17, 2022
Preeti Singh ChauhanLet’s learn A-Z of Knowledge Graphs: one step at a time |Part 3- Sum Total of Exploratory Graph…In the last part, we got introduced to EGA(Exploratory Graph Analytics). You may find the link here -> Let’s create and explore a graph…Nov 14, 20222Nov 14, 20222
Preeti Singh ChauhanLet’s learn A-Z of Knowledge Graphs: one step at a time | Part 2— Let’s create and explore a graph…Hello again! Hope you have gone through part 1, which was a refresher course on different Knowledge Graph elements. In case, you haven’t…Nov 9, 2022Nov 9, 2022
