1) Criteo is an advertising technology company that uses machine learning to target personalized ads to users across devices.
2) It has over 2000 employees, works with 16,000 publishers and 11,000 advertisers worldwide, and generated $11 billion for its clients in 2015.
3) Criteo's machine learning challenges include selecting the best products and ads to show users from huge catalogs in milliseconds, building a graph connecting billions of devices to identify users, and extensively testing new models and systems.
New challenges for scalable machine learning in online advertisingOlivier Koch
Presentation of the new challenges for scalable machine learning in online advertising, with a focus on counterfactual analysis and optimal bidding strategies.
Ingrid IHASZ: Hungarian digital & programmatic advertising market overview / ...Ingrid Ihasz
Hungarian digital & programmatic advertising overview covering digital ad spend data, ad market characteristics and challenges. Introduction to HOPPex (Hungarian OmniPublisher Programmatic Exchange), the Hungarian publisher alliance.
New challenges for scalable machine learning in online advertisingOlivier Koch
Presentation of the new challenges for scalable machine learning in online advertising, with a focus on counterfactual analysis and optimal bidding strategies.
Ingrid IHASZ: Hungarian digital & programmatic advertising market overview / ...Ingrid Ihasz
Hungarian digital & programmatic advertising overview covering digital ad spend data, ad market characteristics and challenges. Introduction to HOPPex (Hungarian OmniPublisher Programmatic Exchange), the Hungarian publisher alliance.
Artem Kozhevnikov, lead Data Scientist, will present some quality metrics commonly followed @ tinyclues in order to evaluate the model predictive power. Those metrics are going beyond well known technical metrics like AUC or RMSE and seem to be important in the context of CRM campaigns targeting.
Highlights on most interesting RecSys papers - Elena Smirnova, Lowik Chanusso...recsysfr
RecSys conference was held in Como at the end of August. We will summarize for you the most trendy techniques and results presented at this conference.
Display isn’t just for large brands. Without display in an SMB’s media offering, they are missing out on a huge potential revenue stream. Maria Coletta, Director of ATD, runs through the reasons to run display campaigns alongside PPC for small local businesses.
Selling display display to your smb clients finalAcquisio
Display isn’t just for large brands. Without display in an SMB’s media offering, they are missing out on a huge potential revenue stream. Maria Coletta, Director of ATD, runs through the reasons to run display campaigns alongside PPC for small local businesses.
This is an overview of the ad tech ecosystem. Research was conducted by Thomvest Ventures. It covers topics such as DSP, SSP, Agency, Video, Mobile, and TV advertising.
Tag Management : A Key Component of an International Digital StrategyEnsighten
Presented by Romain Stievenard, Digital Innovation, France Médias Monde
France Médias Monde is the group in charge of French international broadcasting services and comprises: RFI (the international radio station), France 24 (the trilingual news TV channel) and Monte Carlo Doualiya (the Arabic-language radio station). From Paris, they broadcast in 14 languages on five continents and offer digital content for a large variety of devices in order to fit viewers’ needs and preferences (desktop, smartphone, tablet, podcasts, content aggregators, tv/radio platforms, social networks, etc.). Since 2016, the group also publishes the French-speaking version of Mashable with France 24. Managing such complex digital environment requires a real control tower at the heart of the organization in order to keep a global overview of the ecosystem and maintain consistent tagging while also allowing for local specificities such as languages or partnerships. Audience monetization and performance are keys to the success of France Médias Monde brands. They require partnerships and optimizations specific to each region in order to develop Ad revenues and improve loading times.
Romain Stievenard, Digital Innovation Manager at France Médias Monde, will explain how the group is using Ensighten Manage in order to deploy a consistent tagging on a complex set of digital contents. He will also explain how Ensighten can be used to manage local partnerships with geographic constraints.
70% of campaign performance is driven by creative, yet the majority of markets are still using static banners with no personalisation or data insights.
Come learn how JoyStick has rolled out data-driven campaigns with smart personalized creatives for global brands such as Google, Nike, HBO & Netflix to name only a few.
Artem Kozhevnikov, lead Data Scientist, will present some quality metrics commonly followed @ tinyclues in order to evaluate the model predictive power. Those metrics are going beyond well known technical metrics like AUC or RMSE and seem to be important in the context of CRM campaigns targeting.
Highlights on most interesting RecSys papers - Elena Smirnova, Lowik Chanusso...recsysfr
RecSys conference was held in Como at the end of August. We will summarize for you the most trendy techniques and results presented at this conference.
Display isn’t just for large brands. Without display in an SMB’s media offering, they are missing out on a huge potential revenue stream. Maria Coletta, Director of ATD, runs through the reasons to run display campaigns alongside PPC for small local businesses.
Selling display display to your smb clients finalAcquisio
Display isn’t just for large brands. Without display in an SMB’s media offering, they are missing out on a huge potential revenue stream. Maria Coletta, Director of ATD, runs through the reasons to run display campaigns alongside PPC for small local businesses.
This is an overview of the ad tech ecosystem. Research was conducted by Thomvest Ventures. It covers topics such as DSP, SSP, Agency, Video, Mobile, and TV advertising.
Tag Management : A Key Component of an International Digital StrategyEnsighten
Presented by Romain Stievenard, Digital Innovation, France Médias Monde
France Médias Monde is the group in charge of French international broadcasting services and comprises: RFI (the international radio station), France 24 (the trilingual news TV channel) and Monte Carlo Doualiya (the Arabic-language radio station). From Paris, they broadcast in 14 languages on five continents and offer digital content for a large variety of devices in order to fit viewers’ needs and preferences (desktop, smartphone, tablet, podcasts, content aggregators, tv/radio platforms, social networks, etc.). Since 2016, the group also publishes the French-speaking version of Mashable with France 24. Managing such complex digital environment requires a real control tower at the heart of the organization in order to keep a global overview of the ecosystem and maintain consistent tagging while also allowing for local specificities such as languages or partnerships. Audience monetization and performance are keys to the success of France Médias Monde brands. They require partnerships and optimizations specific to each region in order to develop Ad revenues and improve loading times.
Romain Stievenard, Digital Innovation Manager at France Médias Monde, will explain how the group is using Ensighten Manage in order to deploy a consistent tagging on a complex set of digital contents. He will also explain how Ensighten can be used to manage local partnerships with geographic constraints.
70% of campaign performance is driven by creative, yet the majority of markets are still using static banners with no personalisation or data insights.
Come learn how JoyStick has rolled out data-driven campaigns with smart personalized creatives for global brands such as Google, Nike, HBO & Netflix to name only a few.
Media Management Workshop by OpenText and Skillz Middle EastDieter Hovorka
Learning from the market leader how to convert digital assets into revenue streams, optimizing costs, benefit from implementation and looking into the future trends in digital assets management.
The Very Best Intranets & Digital Workplace from the 2016 Intranet Global ForumPrescient Digital Media
The Very Best Intranets & Digital Workplace from the 2016 Digital Workplace and Intranet Global Forum Conference, Oct. 19 - 20, 2016, webinar presentation by Toby Ward & Michael Rudnick, Prescient Digital Media
If you are not paying for it, you are the product: How much do advertisers p...Panagiotis Papadopoulos
Online advertising is progressively moving towards a programmatic model in which ads are matched to actual interests of individuals collected as they browse the web. Letting the huge debate around privacy aside, a very important question in this area, for which little is known, is: How much do advertisers pay to reach an individual? In this study, we develop a first of its kind methodology for computing exactly that -- the price paid for a web user by the ad ecosystem -- and we do that in real time. Our approach is based on tapping on the Real Time Bidding (RTB) protocol to collect cleartext and encrypted prices for winning bids paid by advertisers in order to place targeted ads. Our main technical contribution is a method for tallying winning bids even when they are encrypted. We achieve this by training a model using as ground truth prices obtained by running our own "probe" ad-campaigns. We design our methodology through a browser extension and a back-end server that provides it with fresh models for encrypted bids. We validate our methodology using a one year long trace of 1600 mobile users and demonstrate that it can estimate a user's advertising worth with more than 82% accuracy.
Multi Task DPP for Basket Completion by Romain WARLOP, Fifty Fiverecsysfr
Determinantal point processes (DPPs) have received significant attention in the recent years as an elegant model for a variety of machine learning tasks, due to their ability to elegantly model set diversity and item quality or popularity. Recent work has shown that DPPs can be effective models for product recommendation and basket completion tasks. We present an enhanced DPP model that is specialized for the task of basket completion, the multi-task DPP. We view the basket completion problem as a multi-class classification problem, and leverage ideas from tensor factorization and multi-class classification to design the multi-task DPP model. We evaluate our model on several real-world datasets, and find that the multi-task DPP provides significantly better predictive quality than a number of state-of-the-art models.
Building a recommender system with Annoy and Word2Vec by Cristian PEREZ, Kern...recsysfr
The Kernix Lab will talk about the development of a recommender engine at the RecSys MeetUp. We will discuss both strategic and technical considerations for a production ready system. Technically, how we handle cold start, misspelled words and content high renewal rates will be shared.
1.Wireless Communication System_Wireless communication is a broad term that i...JeyaPerumal1
Wireless communication involves the transmission of information over a distance without the help of wires, cables or any other forms of electrical conductors.
Wireless communication is a broad term that incorporates all procedures and forms of connecting and communicating between two or more devices using a wireless signal through wireless communication technologies and devices.
Features of Wireless Communication
The evolution of wireless technology has brought many advancements with its effective features.
The transmitted distance can be anywhere between a few meters (for example, a television's remote control) and thousands of kilometers (for example, radio communication).
Wireless communication can be used for cellular telephony, wireless access to the internet, wireless home networking, and so on.
# Internet Security: Safeguarding Your Digital World
In the contemporary digital age, the internet is a cornerstone of our daily lives. It connects us to vast amounts of information, provides platforms for communication, enables commerce, and offers endless entertainment. However, with these conveniences come significant security challenges. Internet security is essential to protect our digital identities, sensitive data, and overall online experience. This comprehensive guide explores the multifaceted world of internet security, providing insights into its importance, common threats, and effective strategies to safeguard your digital world.
## Understanding Internet Security
Internet security encompasses the measures and protocols used to protect information, devices, and networks from unauthorized access, attacks, and damage. It involves a wide range of practices designed to safeguard data confidentiality, integrity, and availability. Effective internet security is crucial for individuals, businesses, and governments alike, as cyber threats continue to evolve in complexity and scale.
### Key Components of Internet Security
1. **Confidentiality**: Ensuring that information is accessible only to those authorized to access it.
2. **Integrity**: Protecting information from being altered or tampered with by unauthorized parties.
3. **Availability**: Ensuring that authorized users have reliable access to information and resources when needed.
## Common Internet Security Threats
Cyber threats are numerous and constantly evolving. Understanding these threats is the first step in protecting against them. Some of the most common internet security threats include:
### Malware
Malware, or malicious software, is designed to harm, exploit, or otherwise compromise a device, network, or service. Common types of malware include:
- **Viruses**: Programs that attach themselves to legitimate software and replicate, spreading to other programs and files.
- **Worms**: Standalone malware that replicates itself to spread to other computers.
- **Trojan Horses**: Malicious software disguised as legitimate software.
- **Ransomware**: Malware that encrypts a user's files and demands a ransom for the decryption key.
- **Spyware**: Software that secretly monitors and collects user information.
### Phishing
Phishing is a social engineering attack that aims to steal sensitive information such as usernames, passwords, and credit card details. Attackers often masquerade as trusted entities in email or other communication channels, tricking victims into providing their information.
### Man-in-the-Middle (MitM) Attacks
MitM attacks occur when an attacker intercepts and potentially alters communication between two parties without their knowledge. This can lead to the unauthorized acquisition of sensitive information.
### Denial-of-Service (DoS) and Distributed Denial-of-Service (DDoS) Attacks
This 7-second Brain Wave Ritual Attracts Money To You.!nirahealhty
Discover the power of a simple 7-second brain wave ritual that can attract wealth and abundance into your life. By tapping into specific brain frequencies, this technique helps you manifest financial success effortlessly. Ready to transform your financial future? Try this powerful ritual and start attracting money today!
Multi-cluster Kubernetes Networking- Patterns, Projects and GuidelinesSanjeev Rampal
Talk presented at Kubernetes Community Day, New York, May 2024.
Technical summary of Multi-Cluster Kubernetes Networking architectures with focus on 4 key topics.
1) Key patterns for Multi-cluster architectures
2) Architectural comparison of several OSS/ CNCF projects to address these patterns
3) Evolution trends for the APIs of these projects
4) Some design recommendations & guidelines for adopting/ deploying these solutions.
APNIC Foundation, presented by Ellisha Heppner at the PNG DNS Forum 2024APNIC
Ellisha Heppner, Grant Management Lead, presented an update on APNIC Foundation to the PNG DNS Forum held from 6 to 10 May, 2024 in Port Moresby, Papua New Guinea.
Bridging the Digital Gap Brad Spiegel Macon, GA Initiative.pptxBrad Spiegel Macon GA
Brad Spiegel Macon GA’s journey exemplifies the profound impact that one individual can have on their community. Through his unwavering dedication to digital inclusion, he’s not only bridging the gap in Macon but also setting an example for others to follow.
