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…8 min read·Dec 29, 2020--3--3
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…8 min read·Dec 31, 2020--4--4
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…6 min read·Dec 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…13 min read·Nov 14, 2020--2--2
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…5 min read·Dec 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…9 min read·Nov 17, 2021--7--7
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…5 min read·Jan 18, 2021--1--1
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…5 min read·Jan 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…8 min read·Jan 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.10 min read·Jan 17, 2021----