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Figure 1: Data Science Job Market Trends | All images are from the author(s) unless stated otherwise.

Data Science, Editorial, News

Know what employers are expecting for a data scientist role in 2021. Data analysis from over 3000+ data scientist job postings — extracted from several career portals using web scraping

Author(s): Sujan Shirol, Roberto Iriondo

Disclaimer: This article is only for educational purposes. We do not encourage anyone to scrape websites, especially those web properties that may have terms and conditions against such actions.

Are you preparing for a data science job interview in 2021? We have analyzed the hiring…


Source: Image by the Author, created with Canva

Statistics, Editorial, Programming

This article provides a sample of our book: “Descriptive statistics for data-driven decision making with Python.”

Author(s): Pratik Shukla, Roberto Iriondo

Last updated on July 19, 2021

Data science and machine learning are scientific disciplines that are ruled by programming and mathematics. Nowadays, most corporations globally generate immense amounts of data that can be further analyzed and visualized by experts to understand trends and forecast predictions…


An image showing Superb AI’s logo and the space behind it, Superb AI offers state-of-the-Art data Labeling with a true AI-powered data management platform.
This tutorial has been brought to you thanks to Superb AI, the AI-powered enterprise-grade training data platform. | Source: Derivative from original by NASA on Unsplash

Data Science, Machine Learning, Tutorial

Diving into genuine state-of-the-art automation of the data labeling workflow on large unstructured datasets

Author(s): Roberto Iriondo

Data labeling is an essential part of the machine learning workflow, particularly data preprocessing, where both input and output data are labeled for classification to present a learning base for planned data processing.

We use data labeling to identify raw data, such as objects in images, videos…


Source: Unsplash

NEWS, NEWSLETTER

The Artificial Intelligence (AI) Newsletter by Towards AI

If you have trouble reading this email, see it on a web browser.

Hey everyone. I hope you are well. In this issue, we dive into the maturation of the artificial intelligence (AI) ecosystem and its landscape for 2021, updated and curated resources for MLOps, how deep learning is accurately…


The Data-centric AI Platform for Enterprise AI, Snorkel AI: the image showcases the features of Snorkel Flow, label and build, integrate and manage, train and deploy, and analyze and monitor
Source: Snorkel AI

Data-Centric AI

Data-centric AI enterprise platform showcase: Snorkel Flow by Snorkel AI

Data-centric AI focuses on the data as the arbiter to the success or failure of AI deployment in organizations. In contrast, a model-centric approach focuses on the specifics of the model with less importance to the data. …


NEWS, NEWSLETTER

The Artificial Intelligence (AI) Newsletter by Towards AI

If you have trouble reading this email, see it on a web browser.

Hey everyone, I hope you are well. In this issue, we dive into the definitive guide to starting in machine learning, how realistic it is to automate an end-to-end AI pipeline, is Codex really going to replace…


NEWS, NEWSLETTER

AI news, research, and updates, a limited supply and free to access whitepaper tackling real-world challenges in natural language, and our monthly editorial picks!

If you have trouble reading this email, see it on a web browser.

Natural language understanding (NLU) refers to a set of AI techniques that are used to understand and extract information from human language, and NLU is all about making sense of it. Human language has a lot going…


NEWS, NEWSLETTER

AI news, research, updates, an exciting and free-to-attend NLP summit with top speakers, and our monthly editorial picks!

If you have trouble reading this email, see it on a web browser.

Applied natural language processing (Applied NLP) is becoming a very hot topic in the machine learning community, and for good reasons. It has emerged as an essential subdiscipline in the field of artificial intelligence (AI), and the…


Source: Photo by Annie Spratt on Unsplash

Artificial Intelligence, Editorial, News

These are the best AI communities that every AI enthusiast should know about

Once you start exploring the field of artificial intelligence and machine learning, you will realize that there is a lot to learn. There is a variety of online groups and communities where experts share their insights on AI algorithms, problems in AI, ML, computer vision, and so on. These discussions…


Join Determined AI’s third lunch-and-learn session and learn how to scale the training of HuggingFace Transformers with Determined.

Events

Training complex state-of-the-art natural language processing (NLP) models is now a breeze, thanks to HuggingFace — making it an essential open-source go-to for data scientists and machine learning engineers to implement Transformers models and configure them as state-of-the-art NLP models with straightforward library calls. …

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