Vasanthkumar Velayudham |inHeartbeatLearning path to build LLM based solutions — for practioning Data scientistsAs every one would agree, advent of LLM has transformed the technology industry and there is a huge surge of interest among the technocrats…5 min read·Feb 13, 2024--1--1
Vasanthkumar Velayudham |inHeartbeatHow I Leveraged the Alpaca Dataset to Fine-Tune the Llama2 Model Based On Contrastive/Few-Shot…With the arrival of the Llama-2 model, several articles have been published to describe the nuances of fine-tuning it in a consumer-grade…4 min read·Jan 12, 2024----
Vasanthkumar Velayudham |inAnalytics VidhyaStudy on RL Algorithms using Snake game implementation — Part 2This article is second in sequence about how to build Snake game using Reinforcement Learning (RL) algorithms. For those, who have not…4 min read·Apr 24, 2023----
Vasanthkumar Velayudham |inAnalytics VidhyaStudy on RL Algorithms with Snake Game implementationReinforcement Learning (RL)is an emerging area in the field of AI and its usage in main stream business applications are increasing at a…7 min read·Mar 29, 2023--2--2
Vasanthkumar Velayudham |inHeartbeatBuild Tic-Tac-Toe agent with Q Learning using TF-A short tutorial on how to build a Tic-Tac-Toe game with reinforcement learning5 min read·Jul 18, 2022--2--2
Vasanthkumar Velayudham |inHeartbeatStock Trading RL Agent Using TF-Agents FrameworkHow to build stock-trading reinforcement learning agents with a TensorFlow Agents Framework8 min read·May 24, 2022--1--1
Vasanthkumar Velayudham |inHeartbeatIn QLearning, How Does the Agent Learn?8 min read·Apr 12, 2022--1--1
Vasanthkumar Velayudham |inHeartbeatReinforcement Learning with Multi-Armed BanditsContextual Bandits for recommender systems — Finer details of execution & implementation5 min read·Feb 9, 2022----
Vasanthkumar Velayudham |inHeartbeatAudio Source Separation on Android with TensorFlow 2.0 — Part IIThis article is a continuation of the previous article, where we have built a audio segmentation model with Tensorflow 2.0 and converted…5 min read·Apr 29, 2021----
Vasanthkumar Velayudham |inHeartbeatAudio Source Separation on Android with Tensorflow 2.0Detailed walkthrough on the complete process of audio source separation with concept, code and functioning app.7 min read·Jan 13, 2021----
