What is Data Engineering, who are Data Engineers, what role do they play in Data science, and how…
Author(s): Kunal Ajay Kulkarni Data Engineering What is Data Engineering, who are Data Engineers, what role do they play in Data science, and how to become one? Data Engineering: A brief introduction! Photo by CHUTTERSNAP on Unsplash From helping Facebook tag you in photos …
How Go Helped Me Accelerate My Machine Learning Computations
Author(s): Kourosh T. Baghaei Machine Learning TL;DR: (T)oo (L)ong that you (D)on’t wanna (R)ead? Fine, I got your back: Here, I share my story of using Go language to reduce the time of machine learning computations of my project from one week to …
MorphNet is a Google Model to Build Faster and Smaller Neural Networks
Author(s): Jesus Rodriguez The model makes inroads in the optimization of the architecture of neural networks. Continue reading on Towards AI » Published via Towards AI …
Fastai Course Chapter 3 Q&A on Linux
Author(s): David Littlefield An answer key for the questionnaire at the end of the chapter Continue reading on Towards AI » Published via Towards AI …
Deep Dive Into Pandas DataFrame Join — pd.join()
Author(s): Towards AI Team A deep dive visual tutorial on how to join columns with other data frames in pandas Continue reading on Towards AI » Published via Towards AI …
Data Versioning for Efficient Workflows with MLFlow and LakeFS
Author(s): Giorgos Myrianthous Building resilient, atomic and versioned data lake operations Continue reading on Towards AI » Published via Towards AI …
Handling Missing Values in Pandas
Author(s): Towards AI Team A hands-on visual tutorial on how to detect and handle missing data in pandas Continue reading on Towards AI » Published via Towards AI …
Scraping a Wikipedia Table about Greenhouse Gas
Author(s): Eugenia Anello A guide for scraping contents using Octoparse and clustering the countries based on GHG emissions Continue reading on Towards AI » Published via Towards AI …
Natural Language in Search Engine Optimization (SEO) — How, What, When, And Why
Author(s): Buse Yaren Tekin Search-engine-optimization (SEO) screenshot of one of our clients at Best Marketing | All images are from the author(s) unless stated otherwise. Search engine optimization (SEO) is a beautiful combination of mathematics and semantics. How does natural language influence it? …
Make Your Dashboard Stand Out — Tile Map
Author(s): Memphis Meng Make Your Dashboard Stand Out — Tile Map Continue reading on Towards AI » Published via Towards AI …
How Facebook Enables Efficient A/B Testing of Machine Learning Models
Author(s): Jesus Rodriguez A new research proposes a method based on Bayesian Optimization to fine-tune hyperparameters in machine learning models. Continue reading on Towards AI » Published via Towards AI …
How To Generate Meaningful Sentences Using a t5 Transformer?
Author(s): Vatsal Saglani Develop a text generation API Continue reading on Towards AI » Published via Towards AI …
What Is Serverless AWS Lambda and How to Use It
Author(s): Michelangiolo Mazzeschi An overview of Lambda service provided by AWS Continue reading on Towards AI » Published via Towards AI …
There’s Lots in a Name (Whereas There Shouldn’t Be)
Author(s): Nihar B. Shah, Jingyan Wang (Image based on a folklore meme) It is common in some academic fields such as theoretical computer science to order the authors of a paper according to the alphabetical order of their last names. Alphabetical ordering …
Types of Binary Image Processing Threshold in OpenCV with Python
Author(s): Amit Chauhan Analysis of Image segmentation methods Continue reading on Towards AI » Published via Towards AI …
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