• SOLUTIONS
    • Our solutions
      • Data Project Services
      • Academ’AI
      • Octopeek BigAI
    • By industry
      • Insurance
      • Automotive
      • Banking
      • Telecom
      • E-commerce
    • By Use Cases
      • Churn detection
      • Marketing
      • Economic intelligence
      • More…
  • RESOURCES
    • Ebooks
      • Modernizing BI infra by IA
      • IA helps Banks
      • IA helps HR
    • Scientific publications
      • Large Scale Optimization Benchmarking
  • COMPANY
    • About us
      • Our Story
      • Our Values
      • Management team
    • Press room
      • Press release
      • Media
      • Our News
      • Media Kit
    • Our partners
    • We are hiring
  • BLOG
  • CONTACT US
  • EN
  • FR
thumb
Jun 2, 2021

News recommendation : how to promote human participation in machine learning algorithm testing?

In December 2020, Octopeek took part in the CiML (Challenges in Machine Learning) workshop, held as part of the 2020 NeurIPS convention. 2020 was the seventh edition of the workshop, and aimed to identify and formalize best practices in testing and evaluation of algorithms, as well as to celebrate innovators using AI in this field. […]

#HumanData
thumb
May 26, 2021

What are the differences between the online and offline testing of recommender algorithms?

Recommendation systems are essential features for any platform aiming to satisfy increasingly demanding users. To test the relevance of these recommendation systems, two methods co-exist: offline evaluation and online evaluation. How do they differentiate themselves? What are the advantages and biases that they generate? Let’s talk about it!  What is the purpose of a recommender […]

#HumanData
thumb
Apr 26, 2021

Retail: why is Big Data infrastructure an absolute must?

Big Data. I’m sure you’ve heard it mentioned in tech circles or business conventions the world over. Heard it mentioned in reference to Google or Microsoft or Amazon. The name is self-explanatory, to a degree. But understanding it refers to a large quantity of data doesn’t paint the whole picture.  And what’s more infuriating, perhaps, […]

#HumanData
thumb
Apr 14, 2021

The Ethics of AI : Issues & Dilemmas

The advent of artificial intelligence and its widespread adoption in today’s society eventually raised important questions regarding the ethical framework that the development and use of intelligent systems should abide by. That being said, why now? If history has taught us anything, it is that this phase where humans question the morality of a novel […]

#HumanData
thumb
Feb 2, 2021

What is Explainability?

For any Data Scientist working on a business use case, it becomes crucial to be able to explain their Machine Learning models leading to a decision in order to convince the business teams of the relevance of the model and to possibly be able to use this model as an aid to the decision. Motivation: […]

#BoostYourBusiness
thumb
Jan 14, 2021

Natural Language Processing (NLP): all you need to know about sentiment analysis

In Artificial Intelligence, Natural Language Processing (NLP) is a field designed to facilitate machines’ understanding of natural language. It is a crucial stage in identifying the range of human emotions expressed in a text. From the first lexical approaches to the most recent deep learning methods, sentiment analysis will soon hold no more mysteries for […]

#BoostYourBusiness
  • 1
  • 2
  • 3
  • 4

  • By Industry
  • By Use Cases
  • Data Project Services
  • Academ’AI
  • Data Project Services
  • Academ’AI
  • By industry
  • By Use Cases

  • All
  • Ebooks
  • Scientific publications

  • About us
  • Salle de presse
  • Press room
  • Nos partenaires
  • Our partners
  • We are hiring
  • Legal Notice

frenchtechwhite

© Octopeek part of Mazars

Manage Cookie Consent
We use cookies to optimize our website and our services.
Functional Always active
The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network.
Preferences
The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user.
Statistics
The technical storage or access that is used exclusively for statistical purposes. The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you.
Marketing
The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes.
Manage options Manage services Manage vendors Read more about these purposes
View preferences
{title} {title} {title}