• Skip to main content
  • Skip to primary sidebar
  • Skip to footer
  • Menu ItemTopbots logo
  • Topics
    • Computer Vision
    • Conversational AI
    • Infrastructure
    • Natural Language Processing
    • HR & Recruiting
    • Marketing
    • Research Summaries
    • Technical Guides
    • Applied AI
  • AI Research
  • Login
TOPBOTS Logo

TOPBOTS

The Best of Applied Artificial Intelligence, Machine Learning, Automation, Bots, Chatbots

Applied AI

Data Capitalism: Innovation, Extraction, Social Conscience

June 9, 2022 by Chloe Lubin

data capitalism

How to advance social capital in a world increasingly governed by surveillance capitalism?About a year ago, I read Atlas of AI by Kate Crawford, a brilliant analysis of the extractive processes that govern the field of machine learning, from environmental resource allocation to the harvesting of our political fabric to data privacy infringements. This article … [Read more...] about Data Capitalism: Innovation, Extraction, Social Conscience

Amazon Releases 51-Language Dataset for Language Understanding

April 20, 2022 by Jack G. M. FitzGerald

Amazon NLP dataset

Imagine that all people around the world could use voice AI systems such as Alexa in their native tongues.One promising approach to realizing this vision is massively multilingual natural-language understanding (MMNLU), a paradigm in which a single machine learning model can parse and understand inputs from many typologically diverse languages. By learning a shared data … [Read more...] about Amazon Releases 51-Language Dataset for Language Understanding

Eliminating AI Bias

November 25, 2021 by Sheenal Srivastava

AI bias

Evidence of AI BiasThe primary purpose of Artificial Intelligence (AI) is to reduce manual labour by using a machine’s ability to scan large amounts of data to detect underlying patterns and anomalies in order to save time and raise efficiency. However, AI algorithms are not immune to bias. AI Bias has presented itself in several forms, with some examples highlighted … [Read more...] about Eliminating AI Bias

Online Experiments Tricks – Variance Reduction

October 19, 2021 by Sophia Yang

variance reduction

Why do we need variance reduction?When we do online experiments or A/B testing, we need to ensure our test has high statistical power so that we have a high probability to find the experimental effect if it does exist. What are the factors that might affect power? Sample sizes, sampling variance of the experiment metric, significance level alpha, and effect size.The … [Read more...] about Online Experiments Tricks – Variance Reduction

How Can You Tell If Your Recommender System Is Any Good?

September 9, 2021 by Daniel Saunders

recommender system

It’s an exciting time to be working on recommender systems. Not only are they more relevant than ever before, with Facebook recently investing in a 12 trillion parameter model and Amazon estimating that 35% of their purchases come from recommendations, but there is a wealth of powerful, cutting edge techniques with code available for anyone to try.So the … [Read more...] about How Can You Tell If Your Recommender System Is Any Good?

The Essential Landscape of Enterprise AI Companies (2020)

September 8, 2020 by Mariya Yao

Enterprise AI companies

By our definition, "enterprise" technology companies create tools for workplace roles and functions that a large number of businesses use.Plenty of enterprise companies use combinations of automated data science, machine learning, and modern deep learning approaches for tasks like data preparation, predictive analytics, and process automation. Many are well-established … [Read more...] about The Essential Landscape of Enterprise AI Companies (2020)

7 AI Companies Revolutionizing Recruiting

July 23, 2020 by Kate Koidan

AI Recruiting HireVue

HireVue Coding AssessmentAI won’t take the "human" out of HR, but applying novel machine learning capabilities can eliminate repetitive and monotonous activities in recruiting and talent management.The power of automation is based on being able to design and reimagine the daily processes that organizations rely on. However, to adopt new technologies effectively, … [Read more...] about 7 AI Companies Revolutionizing Recruiting

Netflix Data Science Interview Questions

July 9, 2020 by Jay Feng

Netflix Data Science Interview

Netflix is a streaming media company headquartered in Los Gatos, California that has permeated culture as the largest content media company disrupted by tech. Founded in 1997, Netflix started out as a DVD rental service, and then expanded to the streaming business. Now Netflix had over 150 million paid subscriptions worldwide, including its 60 million US users. With … [Read more...] about Netflix Data Science Interview Questions

The NVIDIA Data Science Interview

July 8, 2020 by Jay Feng

NVIDIA Data Science Interview

NVIDIA Corporation is an American technology giant based in Santa Clara, California. NVIDIA designs graphics processing units (GPUs) for the expanding gaming and professional markets, as well as system on chip units (SoCs) for the mobile computing and automotive market. Data scientists at NVIDIA leverage the most advanced data science technology in their products that … [Read more...] about The NVIDIA Data Science Interview

Twitter Data Science Interview Questions

July 7, 2020 by Jay Feng

Twitter Data Science Interview

Twitter is known for its news and debates and holds the title of the SMS of the world. Created in 2006 by Jack Dorsey, Noah Glass, Evan Williams, and Biz Stone, it has grown to have more than 321 million active users per month as well as 1.6 billion search inquiries each day.Aside from being one of the biggest tech companies, Twitter also has one of the world’s largest … [Read more...] about Twitter Data Science Interview Questions

  1. 1
  2. 2
  3. 3
  4. 4
  5. 5
  6. 6
  7. »
Next Page »

Primary Sidebar

Learn Applied AI

We create and source the best content about applied artificial intelligence for business. Be the FIRST to understand and apply technical breakthroughs to your enterprise.

Follow us

  • facebook
  • twitter
  • youtube

POPULAR ARTICLES

10 Leading Language Models For NLP In 2022

NeurIPS 2021 – 10 Papers You Shouldn’t Miss

A Guide To Knowledge Graphs

Why Graph Theory Is Cooler Than You Thought

BERT Inner Workings

Pretrain Transformers Models in PyTorch Using Hugging Face Transformers

More Articles

Topics

  • Bots

  • Brands

  • Business

  • China

  • Commerce

  • Computer Vision

  • Conversational AI

  • Customer Service

  • Cybersecurity

  • Data Science & Engineering

  • Design

  • Education

  • Ethics & Safety

  • Finance

  • Gaming

  • Healthcare

  • HR & Recruiting

  • Infrastructure

  • Leadership & Management

  • Manufacturing

  • Marketing

  • Natural Language Processing

  • Reinforcement Learning

  • Research

  • Retail & CPG

  • Society

  • Technical Guide

  • Technology

Footer

About TOPBOTS

  • Expert Contributors
  • Terms of Service & Privacy Policy
  • Contact TOPBOTS

Copyright © 2022 TOPBOTS