Descriptive Statistics for Data Science: Explained
Author(s): Suhas V S Data Science, Statistics A detailed go through into various aspects of descriptive statistics using python. Photo by Chris Liverani on Unsplash It is often talked about that it is an essential requisite for a data scientist to have the ability …
![Data Science Evaluation Metrics — Unravel Algorithms for Regression [Part 2]](https://i1.wp.com/cdn-images-1.medium.com/max/1024/0*qxxQAIPkAN3VEgpC?w=1024&resize=1024,576&ssl=1 "Data Science Evaluation Metrics — Unravel Algorithms for Regression [Part 2]")
Data Science Evaluation Metrics — Unravel Algorithms for Regression [Part 2]
Author(s): Maximilian Stäbler Data Science Error Formulas Data Science Evaluation Metrics — Unravel Algorithms for Regression [Part 2] Lessons learned about evaluation metrics for classification tasks. Photo by Mika Baumeister on Unsplash Before we get started: This post deals exclusively with evaluation metrics for regressions! I …
Gradient Descent for Machine Learning (ML) 101 with Python Tutorial
Author(s): Towards AI Team A three-dimensional wireframe plot of the unnormalized sin(x) function. | Source: Creative Commons by Wikimedia [1] A tutorial diving into the gradient descent algorithm for machine learning (ML) with Python Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is …
20 Core Data Science Concepts for Beginners
Author(s): Benjamin Obi Tayo Ph.D. Review these foundational concepts for a job interview preparation or to refresh your understanding of the basics Continue reading on Towards AI » Published via Towards AI …
PCA Clearly Explained -When, Why, How To Use It and Feature Importance: A Guide in Python
Author(s): Serafeim Loukas In this post I explain what PCA is, when and why to use it and how to implement it in Python using scikit-learn. Continue reading on Towards AI » Published via Towards AI …
Approximate Nearest Neighbors on Elastic Search with Docker
Author(s): Marie Stephen Leo Scaling ANNs to the Hundred Millions Continue reading on Towards AI » Published via Towards AI …
The Beginners’ Guide to Julia’s Package Manager — Pkg
Author(s): Chetan Ambi Introduction to Julia’s package manager for managing packages Continue reading on Towards AI » Published via Towards AI …
How to Master the Art of Storytelling as a Data Scientist?
Author(s): Saeed Ahmad Data Science, Opinion Photo by Sinitta Leunen on Unsplash You are a data scientist, which is the reason you are reading my article. You were given a classification problem. You think you used the best model for modeling it. But someone asks you …
An Online Data Science Degree/Certificate is Within Reach — With Lots of Affordable Options
Author(s): Benjamin Obi Tayo Ph.D. The first step towards starting your journey in data science education is only a click a way Continue reading on Towards AI » Published via Towards AI …
Interviewing a Data Scientist
Author(s): Louis (What’s AI) Bouchard A professional data scientist answers the 12 most asked questions. Clarify and debunks the myths you’ve built surrounding this field! Continue reading on Towards AI » Published via Towards AI …
Understand Your Limitations as a Data Scientist
Author(s): Benjamin Obi Tayo Ph.D. To be successful in the real world, you can’t work in isolation. You need a team on your side Continue reading on Towards AI » Published via Towards AI …
Time-Series Forecasting: Predicting Stock Prices Using Facebook’s Prophet Model
Author(s): Serafeim Loukas In this post I show you how to predict stock prices using a forecasting model publicly available from Facebook Data Science team: The… Continue reading on Towards AI » Published via Towards AI …
NumPy Hacks for Data Manipulation
Author(s): George Pipis Useful NumPy hacks for Data Science pipelines through reproducible and practical examples Continue reading on Towards AI » Published via Towards AI …
Launch Your Data Science Journey in 2021
Author(s): Benjamin Obi Tayo Ph.D. 5 Reasons why you should begin your data science journey in 2021 Continue reading on Towards AI » Published via Towards AI …
Data Science Evaluation Metrics — Unravel Algorithms
Last Updated on December 14, 2020 by Editorial Team Author(s): Maximilian Stäbler Photo by Luke Chesser on Unsplash Lessons learned about evaluation metrics for classification tasks. If you do not know how to ask the right question, you discover nothing. – W. Edwards Deming …
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