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Showing: 21 courses
MLOps World: Machine Learning in Production

Shopping Recommendations at Pinterest

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Explore Pinterest's shopping recommendation systems, including engagement-based and embedding-based candidate generation, indexing methods, and deep neural network ranking models.
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1 Lesons
28 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Evolution of ML Training and Serving Infrastructure at Pinterest Ads

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Explore Pinterest Ads' ML infrastructure evolution, from logistic regression to transformer models, and learn key challenges and lessons in revolutionizing ad capabilities.
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1 Lesons
26 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Shopping Recommendations at Pinterest

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Explore Pinterest's shopping recommendation systems, from candidate generation to serving methods for diverse recommenders and neural network ranking models.
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1 Lesons
25 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Managing Human in the Loop Systems Without Burning Out Your Engineers

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Explore strategies for managing human-in-the-loop systems efficiently, focusing on Pinterest's approach to labeling, training, and measuring shopping content quality with minimal engineering effort.
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1 Lesons
38 minutes
On-Demand
Free-Video

Clickbank Marketing

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Learn affiliate marketing strategies for Clickbank, Pinterest, and more. Discover ways to generate income without a website and explore traffic-driving techniques for online success.
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15 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Flux Academy

My Mood Board Process In-Depth

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Comprehensive guide to creating effective mood boards for branding projects, covering inspiration gathering, curation, and presentation techniques for strategic design direction.
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7 Lesons
44 minutes
On-Demand
Free-Video
OWASP Foundation

Empowering the Employee - Incident Response with a Security Bot

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Explore how a Slack bot engages employees in incident response, enhancing security awareness and efficiency while providing valuable insights for quick, appropriate action.
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1 Lesons
22 minutes
On-Demand
Free-Video
Databricks

Migrating ETL Workflows to Apache Spark at Scale - Pinterest's Experience

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Explore Pinterest's journey migrating ETL workflows to Apache Spark, covering challenges, solutions, and performance improvements. Learn about semantic gaps, thrift objects, and innovative Spark profiling techniques.
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23 Lesons
25 minutes
On-Demand
Free-Video
Web Summit

Monetizing Social Media Platforms - Pinterest's Commerce Strategy

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Explore innovative monetization strategies for social platforms, featuring insights on Pinterest's commerce plans and the launch of Buyable Pins.
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1 Lesons
19 minutes
On-Demand
Free-Video
Web Summit

The Future of Visual Search - Pinterest's Vision and Impact

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Explore how visual technology is reshaping inspiration, idea discovery, and personal pursuits with Pinterest's CEO, discussing challenges, innovations, and the platform's unique approach.
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22 Lesons
23 minutes
On-Demand
Free-Video
The Social Guide

How to Run Ads on Pinterest

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Aprenda a criar anúncios eficazes no Pinterest em minutos com este guia prático e fácil de seguir.
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1 Lesons
11 minutes
On-Demand
Free-Video
Confluent

Evolution of Real-time User Engagement Event Consumption at Pinterest - Current 2023

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Explore Pinterest's evolution in real-time event processing using Apache Flink, improving data quality and efficiency while saving millions in infrastructure costs and boosting user engagement.
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16 Lesons
34 minutes
On-Demand
Free-Video
Meta

RealPin: A Highly Customizable Object Retrieval System

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Explore Pinterest's RealPin system for customizable object retrieval, featuring RocksDB integration, flexible update methods, and efficient retrieval patterns for large-scale data management.
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15 Lesons
21 minutes
On-Demand
Free-Video
GOTO Conferences

Scaling Pinterest

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Explore Pinterest's growth journey, from startup to tech giant. Learn about scaling challenges, technology decisions, and lessons learned in building a platform for hundreds of millions of users.
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21 Lesons
46 minutes
On-Demand
Free-Video
GOTO Conferences

Data as Software as Data

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Explore how data-driven culture and software engineering practices intertwine at Pinterest, with insights on building data infrastructure and turning data into valuable insights.
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11 Lesons
40 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Web Extraction with Large Language Models - Lessons from Parsing Billions of Webpages

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Discover cutting-edge techniques for web scraping and data extraction using Large Language Models, drawing from Pinterest's experience of parsing billions of webpages daily.
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1 Lesons
30 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Optimizing Pinterest Shopping Recommendations for Purchases

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Discover how Pinterest optimizes shopping recommendations across platforms to drive purchases using advanced AI techniques, item embeddings, and conversion models.
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1 Lesons
33 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Machine Learning for Trust and Safety at Pinterest

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Explore Pinterest's ML solutions for Trust and Safety, including DNN, CNN, and GCN techniques. Learn about challenges, design principles, and processes for developing and deploying effective content moderation systems.
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1 Lesons
32 minutes
On-Demand
Free-Video
Electronic Frontiers Forums at DragonCon

Social Media Marketing for Entrepreneurs, Authors, and Content Creators

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Discover effective social media strategies for project promotion across platforms. Learn to maximize engagement and navigate Twitter, Threads, Facebook, Instagram, and Pinterest.
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1 Lesons
57 minutes
On-Demand
Free-Video
MLOps.community

Ads Ranking Evolution at Pinterest - From Logistic Regression to Deep Learning

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Explore Pinterest's ads ranking evolution, from logistic regression to deep learning transformers, incorporating sequential signals and multi-task learning. Gain insights on overcoming challenges and advancing ML platforms.
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18 Lesons
53 minutes
On-Demand
Free-Video
Electronic Frontiers Forums at DragonCon

Social Media Marketing for Authors and Creators

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Discover effective strategies for promoting your work on social platforms. Learn to maximize engagement and navigate Twitter, Facebook, Instagram, and Pinterest as an author or content creator.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video