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The Beginners’ Guide to the ROC Curve and AUC
Author(s): Chetan Ambi Understand what is ROC Curve and AUC, how to works, and how to use it for classification problems Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Simple Linear Regression Tutorial for Machine Learning (ML)
Author(s): Pratik Shukla, Roberto Iriondo Source: Image by the Author. Diving into calculating a simple linear regression and linear best fit with code examples in Python and math in detail This tutorial’s code is available on Github and its full implementation as …
Linear Regression: Why it Matters and How to Write the Code
Author(s): Mahbubul Alam Simple steps to build linear regression models Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Classification Evaluation Metrics Explained Clearly
Author(s): Chetan Ambi Understand Confusion Matrix, Precision, Recall, F1-score, etc. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Indexing and Slicing Python Pandas DataFrame
Author(s): Indhumathy Chelliah Different ways of indexing pandas dataframe. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
3 Ways Studying Math Made Me a Better Data Scientist
Author(s): Elena Marocco And 3 ways it left me unprepared for the real world Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Bayesian Inference: How Missing Values Causes Biased Estimates
Author(s): ___ How to know when it’s safe to drop observations with missing values Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Preparing your Dataset for Modeling– Quickly and Easily
Author(s): Itamar Chinn Data Science, Machine Learning How to deal with categorical features and why SciKit makes things complicated but brilliant This article is the second in a series that will walk you through a classic data science project. Hopefully, by now you …
ROCKET: Fast and Accurate Time Series Classification
Author(s): Alexandra Amidon State-of-the-art algorithm for time series classification with python Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Time Series Analysis and Forecasting
Author(s): Charanraj Shetty Introduction to its Components and Stationarity Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
What are Skewness and Kurtosis
Author(s): Chetan Ambi Understanding what is Skewness and Kurtosis Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Introduction to the Markov Chain, Process, and Hidden Markov Model
Author(s): Satsawat Natakarnkitkul Data Science, Machine Learning The concept and application of Markov chain and Hidden Markov Model in Quantitative Finance Photo by Sean O. on Unsplash Introduction In the recent advancement of the machine learning field, we start to discuss reinforcement learning more …
Predictive Insights for e-Commerce
Author(s): Frederik Bussler AI for e-commerce. Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
Ain’t No Such a Thing as a ‘Citizen Data Scientist’
Author(s): Venkat Raman The strategy to undermine the difficulty in doing data science Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
The Central Limit Theorem (CLT)
Author(s): Chetan Ambi Understanding the Central Limit Theorem, Assumptions, and Importance Continue reading on Towards AI — Multidisciplinary Science Journal » Published via Towards AI …
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