Ujwal TewariinAnalytics VidhyaHow to Write Good Quality Machine Learning CodeMachine learning has become an increasingly popular and powerful tool for solving a wide range of problems in areas such as image…Jan 5, 2023Jan 5, 2023
Ujwal TewariinAnalytics VidhyaRegularization — Understanding L1 and L2 regularization for Deep LearningUnderstanding what regularization is and why it is required for machine learning and diving deep to clarify the importance of L1 and L2…Nov 9, 20212Nov 9, 20212
Ujwal TewariinIntel Student AmbassadorsLive Graph Simulation using Python, Matplotlib and PandasMake live graphs with dynamic line, scatter and bar plots. Also learn to plot graphs in 3D and 2D quickly using pandas and csv.Apr 22, 20204Apr 22, 20204
Ujwal TewariinDataDrivenInvestorWhich Reinforcement learning-RL algorithm to use where, when and in what scenario?The what? why? when? and which? of Reinforcement learning algorithms and quick facts about existing reinforcement learning algorithms.Apr 14, 20203Apr 14, 20203
Ujwal TewariinAnalytics VidhyaDemystifying Deep Deterministic Policy Gradient(DDPG) using ChainerRL and OpenAI-baselinesAn in-depth explanation of DDPG, a popular Reinforcement learning technique and its breezy implementation using ChainerRL and Tensorflow.Nov 26, 2019Nov 26, 2019
Ujwal TewariinAnalytics VidhyaUnderstanding Proximal Policy Optimization (PPO) and it’s implementation on Mario Game EnvironmentWe shall learn the concept behind Proximal Policy Optimization (PPO) in the simple terms and then its implementation on a Mario…Aug 12, 20191Aug 12, 20191
Ujwal TewariinAnalytics VidhyaGame Of Thrones Episode script generation using LSTM and Recurrent cells in TensorflowGame of Thrones season 8 from LSTMS and AIAug 7, 2019Aug 7, 2019
Ujwal TewariinAnalytics VidhyaTF-Agents: A Flexible Reinforcement Learning Library for TensorFlowTF-Agents: A Flexible Reinforcement Learning Library for TensorFlow explained and tutorials given along with the code and linksAug 2, 2019Aug 2, 2019
Ujwal TewariGoogle football environment — Training using Asynchronous Advantage Actor-Critic (A3C) Part 2Co-Author: Vishal BidawatkaJul 5, 2019Jul 5, 2019
Ujwal TewariinIntel Student AmbassadorsGoogle football environment — installation and Training RL agent — Part 1Co-Author : Vishal BidawatkaJul 2, 20191Jul 2, 20191
