Calculus in Machine Learning
Author(s): Benjamin Obi Tayo Ph.D. Behind every machine learning model is an optimization algorithm that relies heavily on calculus Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
A Rudimentary Voice Authentication System with Mobile Deployment
Author(s): OngKoonHan Speaker Verification, Android Deployment, Deep Learning, Web Service Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Easy to use Correlation Feature Selection with Kydavra
Author(s): Vasile PΔpΔluΘΔ Machine Learning Almost every person in data science or Machine Learning knows that one of the easiest ways to find relevant features for predicted value y is to find the features that are most correlated with y. However few …
Inference vs. Prediction
Author(s): Alexandros Zenonos, PhD A lot of people seem to confuse the two terms in the context of machine learning. This post will try to clarify what we mean by the twoβ¦ Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via …
Unsupervised vs. Supervised Learning
Author(s): Rajaram VR Machine Learning I just started my initial steps into data science and machine learning, and, got introduced to βSupervised Learningβ techniques as βClassifiers (Decisiontreeclassifer from sklearn kit), and on the unsupervised learning, with βClustering.β In this case, we are …
Random Stock GeneratorβββMonte Carlo Simulations in Finance
Author(s): Michelangiolo Mazzeschi Learn how to generate n procedural stocks. Full code available at my repo. Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Step by Step Guide to Learn Machine Learning
Author(s): Sivasubramanian B π§ Mastering this skill from scratch is a demanding processπ§ Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Highly Comparative Time Series Analysisβββa paper review
Author(s): Alexandra Amidon Analysis of time series feature extraction for comparison, clustering, classification, and annotation Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
The Architecture and Implementation of VGG-16
Author(s): Vaibhav Khandelwal VGG architecture is very simple having 2 contiguous blocks of 2 convolution layers followed by a max-pooling, then it has 3 contiguousβ¦ Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Weekly Machine Learning Research Paper Reading List # 3
Author(s): Durgesh Samariya This week (17/8/2020β23/8/2020), I am going to read 3 research papers on outlying aspect mining. Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Use of Decision Trees and Random Forest in Machine Learning
Author(s): Sharon Lim An Insight into Supervised Learning for Classification Problems Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Feature Engineering with NLP
Author(s): Deep Patel Converting tokens of text into features and applying machine learning and deep learning model on it. Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Learning Curve To Detect The Bug In A Machine Learning Algorithm
Author(s): Rashida Nasrin Sucky How to develop a learning curve, detect if your algorithm is suffering from bias or variance and find the solution Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
Exploratory Data Analysis (EDA)βββDonβt ask how, ask what
Author(s): Louis Spielman The first step in any data science project is EDA. This article will explain why each step in the EDA is important and why we should care about what we learn from ourΒ data. This is part 1 in a …
How to Calculate Accuracy for Regression?
Author(s): Benjamin Obi Tayo Ph.D. It depends on whether we are predicting a continuous or discrete target variable Continue reading on Towards AIβββMultidisciplinary Science Journal Β» Published via Towards AI …
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