Destin GonginTowards Data ScienceA Visual Learner’s Guide to Explain, Implement and Interpret Principal Component AnalysisLinear Algebra for Machine Learning — Covariance Matrix, Eigenvector and Principal Component·11 min read·Jan 25, 2023--3--3
Destin GonginTowards Data ScienceTime Series Analysis Introduction — A Comparison of ARMA, ARIMA, SARIMA ModelsOn the Differences Between These Models, and How You Should Use Them·12 min read·Nov 18, 2022--2--2
Destin GonginTowards Data ScienceTensorFlow Template for Deep Learning BeginnersHow to Build Your First Deep Neural Network·7 min read·Jun 3, 2022--1--1
Destin GonginTowards Data ScienceTop 4 Linear Regression Variations in Machine LearningA Beginner Friendly Guide to Implementation and Comparison·9 min read·Mar 21, 2022--4--4
Destin GonginTowards Data ScienceTop 6 Machine Learning Algorithms for ClassificationHow to Build a Machine Learning Model Pipeline in Python·9 min read·Feb 23, 2022--6--6
Destin GonginTowards Data ScienceClustering Algorithm for Customer SegmentationA Step by Step Guide to K-Means Clustering·11 min read·Jul 4, 2021--2--2
Destin GonginTowards Data ScienceA Practical Guide to Linear RegressionFrom EDA to Feature Engineering to Model Evaluation·8 min read·Sep 18, 2021--3--3
Destin GonginTowards Data ScienceSimple Logistic Regression in PythonStep-by-Step Guide from Data Preprocessing to Model Evaluation·10 min read·Mar 30, 2021--2--2
Destin GonginTowards Data ScienceAn Intro to Collaborative Filtering for Movie RecommendationStep-by-Step Guide to Recommender System·9 min read·Dec 11, 2021--1--1
Destin GonginAnalytics VidhyaMind Mapping Machine Learning for Intuitive Understanding (Part 1)Take a quick tour around the building blocks of Machine Learning7 min read·Jul 29, 2020--8--8
