PinnedASHISH RANAinTowards Data ScienceIntroduction: Reinforcement Learning with OpenAI GymUnderstand all the basic concepts and test your algorithms in OpenAI gym. So, get started with a quick demo for hands on experience.Sep 21, 20187Sep 21, 20187
ASHISH RANAinTowards Data ScienceNeural Networks and Fibonacci NumbersDoes Fibonacci Initialized ANN overpowers our standard random initialization approach ? I don’t know !! Let’s experiment and see…May 7, 2019May 7, 2019
ASHISH RANAinTowards Data ScienceBuild Your Own Clustering Based Recommendation Engine in 15 minutes !!Build your own recommendation engines from basic k-means clustering to Topic Modelling LDA Approach.Apr 18, 20191Apr 18, 20191
ASHISH RANADetailed Introduction: Redis Modules, from Graphs to Machine Learning( Part One )Detailed Introduction to Redis and its modules RedisGraph, Neural-Redis, Redis-ML will carried on in this two article series.Feb 15, 20191Feb 15, 20191
ASHISH RANAinTowards Data ScienceArt of Vector Representation of WordsDifferent models from count based to prediction based discussed for vectorization process. Detailed explanation of theory w/ mathematics !!Dec 5, 20182Dec 5, 20182
ASHISH RANAinTowards Data ScienceRepresentation Power of Neural NetworksShort explanation on alternative visualization approach for approximating behavior of Neural Networks.Nov 6, 20181Nov 6, 20181
ASHISH RANAinTowards Data ScienceJourney From Machine Learning to Deep LearningRead a beginner friendly gentle appreciatory introduction to both these domains !!Oct 3, 20181Oct 3, 20181
ASHISH RANAinTowards Data ScienceSimple Reference Guide for tuning Deep Neural NetsHow to create smart neural networks? Let’s deep dive to make them smart with little mathemagic & tensorflow.Sep 25, 2018Sep 25, 2018
ASHISH RANAinTowards Data ScienceGetting Started With Network DatasetsKnow About real world network datasets and repositories of most popular datasets, analyze their special properties.Sep 12, 20182Sep 12, 20182
ASHISH RANAinAnalytics VidhyaJourney From Principle Component Analysis To AutoencodersComparing learning power of PCA and Autoencoders with understanding relation between them.Sep 10, 2018Sep 10, 2018