PinnedTanvi PenumudyinAnalytics VidhyaA Beginner’s Guide for Getting Started with Machine LearningIf you’ve landed on this article, chances are that you’ve been wondering what Machine Learning is all about or perhaps how to get started…Dec 29, 20203Dec 29, 20203

PinnedTanvi PenumudyinAnalytics VidhyaStatistical Analysis in Python using PandasIn the next few minutes, we shall get ‘Pandas’ covered — An extremely popular Python library that comes with high-level data structures…Dec 31, 20204Dec 31, 20204

PinnedTanvi PenumudyinAnalytics VidhyaGetting Familiar with NumpyIn the next few minutes, we shall get Numpy covered! An extremely popular core scientific computing Python library that every Machine…Dec 30, 2020Dec 30, 2020

PinnedTanvi PenumudyinAnalytics VidhyaA Beginner’s Guide to Reinforcement Learning and its Basic Implementation from ScratchBasics of Reinforcement Learning with Real-World Analogies and a Tutorial to Train a Self-Driving Cab to pick up and drop off passengers…Nov 14, 20202Nov 14, 20202

Tanvi PenumudyQuantum Computing Simplified Part I: IntroductionQuantum Computing is an area of computing focused on developing computer technologies governed by the laws of Quantum Mechanics (It is a…Dec 20, 2021Dec 20, 2021

Tanvi PenumudyArtificial Intelligence for TradingArtificial Intelligence has had a far greater influence on our lives in more ways than we could ever envisage. AI encompasses demonstration…Nov 17, 20217Nov 17, 20217

Tanvi PenumudyinAnalytics VidhyaCrime Data Pattern Analysis and Visualization using K-means ClusteringCrime pattern analysis uncovers the underlying interactive process between crime events by discovering where, when, and why particular…Jan 18, 20211Jan 18, 20211

Tanvi PenumudyinAnalytics VidhyaFace Detection and Recognition using OpenCV and KNN from ScratchKNN (K-Nearest Neighbours) is one of the most basic classification algorithms in machine learning. It belongs to the supervised learning…Jan 18, 2021Jan 18, 2021

Tanvi PenumudyinAnalytics VidhyaA Beginner’s Introduction to SVMWhile many classifiers exist that can classify linearly separable data such as logistic regression, Support Vector Machines (SVM) can…Jan 17, 2021Jan 17, 2021

Tanvi PenumudyinAnalytics VidhyaA Machine Learning Roadmap to Naive BayesNaive Bayes is a probabilistic machine learning algorithm based on the Bayes Theorem, used in a wide variety of classification tasks.Jan 17, 2021Jan 17, 2021