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.12 min read·Sep 21, 2018--7--7
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…7 min read·May 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.11 min read·Apr 18, 2019--1--1
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.13 min read·Feb 15, 2019--1--1
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 !!15 min read·Dec 5, 2018--2--2
ASHISH RANAinTowards Data ScienceRepresentation Power of Neural NetworksShort explanation on alternative visualization approach for approximating behavior of Neural Networks.7 min read·Nov 6, 2018--1--1
ASHISH RANAinTowards Data ScienceJourney From Machine Learning to Deep LearningRead a beginner friendly gentle appreciatory introduction to both these domains !!9 min read·Oct 3, 2018--1--1
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.13 min read·Sep 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.10 min read·Sep 12, 2018--2--2
ASHISH RANAinAnalytics VidhyaJourney From Principle Component Analysis To AutoencodersComparing learning power of PCA and Autoencoders with understanding relation between them.5 min read·Sep 10, 2018----
