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5 Most Important Skills of a Data Scientist
Author(s): Angelia Toh Originally published on Towards AI. Being a Data scientist is considered the sexiest job of the 21st century and with good reason. In Linkedin 2020 Emerging Jobs Reports, Artificial intelligence was named the ‘Jobs of Tomorrow’ due to its …
How to build hierarchical classification for image recognition
Author(s): Michal Lukac Originally published on Towards AI. The game-changing feature that makes deep learning more accessible. Solving computer vision problem of Screw & Nut recognition with hierarchical classification. Photo by JESHOOTS.com from Pexels Nowadays, there are a lot of companies that …
Bad Data Equals Bad Predictive Model
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Always question the source and quality of your data before using it for analysis or model building Image Source: Benjamin O. Tayo Data is key to any data science and machine learning …
Data Science in HealthCare
Author(s): Bindhu Balu Originally published on Towards AI. Medicine and healthcare is a revolutionary and promising industry for implementing data science solutions. Data analytics is moving the medical science to a whole new level, from computerizing medical records to drug discovery and …
Geometric Transformations on Images
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision Table of contents Scaling Translation Rotation Affine Transformation Perspective Transformation Scaling Image scaling refers to …
Image Enhancement
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. Table of contents Image Enhancement Pillow special functions OpenCV CLAHE Image Enhancement Need for Enhancement …
![Features in Image [Part -2]](https://miro.medium.com/v2/resize:fit:625/1*ELEtgIoW6AbMuQgGSSyIQA.gif)
Features in Image [Part -2]
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. Feature extraction and visualization using OpenCV and PIL Level A features HoG features Histogram of …
CSV File Format in Data Science
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Tutorial on importation and exportation of data in CSV files. Python and R implementations. Python and R functions for importing and exporting data using the csv file format. Image by Benjamin O. …
The Best Data Science Publications to Follow in 2020
Author(s): Magdalena Konkiewicz Originally published on Towards AI. Focusing on Data Science, programming, AI, Machine Learning, and productivity Credit to:ktphotography The popularity of Data Science is growing; more and more companies start to implement Data science solutions to analyze and improve their …
NLP News Cypher | 03.01.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by SoloTravelGoals on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 03.01.20 Beyond Here Lies Nothing… As you may have guessed, current laws that govern simple systems (i.e. Newtonian physics) …
The 4 P’s of Data Science Project Management
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Plan, Prepare, Produce, and Publish your data science project Image Source: Pexels “By failing to prepare, you are preparing to fail” — Benjamin Franklin This article will discuss the 4 P’s of …
Teamwork is Essential in Data Science
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Without teamwork, real-world data science problems would be impossible to solve. Sharing personal experiences on the importance of teamwork in an industrial project Photo Source: Pexels “Teamwork is the ability to work …
How To Win A Data Science Competition
Author(s): Brandon Walker Originally published on Towards AI. This article is about in-person data science competitions that are judged holistically, and not graded by some accuracy metric (like Kaggle). I have participated in two data science competitions (placed 4th and 1st), and …
Tackle Imbalanced Learning
Author(s): Satsawat Natakarnkitkul Originally published on Towards AI. Photo by Rupert Britton on Unsplash Imbalanced learning U+007C TOWARDS AI All you need to know on how to tackle imbalanced learning issues Introduction If you have been in the field of data science …
Naive Bayes Classifiers
Author(s): Bindhu Balu Originally published on Towards AI. This article discusses the theory behind the Naive Bayes classifiers and their implementation. Naive Bayes classifiers are a collection of classification algorithms based on Bayes’ Theorem. It is not a single algorithm, but a …
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