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#Recommendation Systems

Showing: 129 courses
Santa Fe Institute

Probabilistic Topic Models and User Behavior

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Explore latent thematic structures in document collections and user behavior data. Learn how topic modeling algorithms can enhance predictions and understanding of collection organization.
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1 Lesons
53 minutes
On-Demand
Free-Video
University of Central Florida

Towards Intelligent Fashion Recommendation

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Explore intelligent fashion recommendation systems, covering research topics, criteria, databases, and future developments in AI-driven style suggestions.
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27 Lesons
54 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Adaptive Fair Representation Learning for Personalized Fairness in Recommendations - Lecture 7

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Explore adaptive fair representation learning for personalized fairness in recommendations through information alignment techniques.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

EditKG: Editing Knowledge Graph for Recommendation - Lecture 1

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Explore innovative techniques for editing knowledge graphs to enhance recommendation systems, focusing on improving accuracy and relevance.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Large Language Models for Intent-Driven Session Recommendations - Session M1.6

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Explore intent-driven session recommendations using large language models for enhanced personalized content delivery in recommender systems.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Sequential Recommendation with Latent Relations Based on Large Language Models - M1.6

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Explore advanced sequential recommendation techniques using large language models to uncover latent relations in user behavior patterns.
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1 Lesons
14 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Supercharging Search with Language Models (LLMs)

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Explore how Instacart revolutionized search using Language Models, enhancing user experience with personalized recommendations and improved results.
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1 Lesons
33 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, 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

How to Iterate and Productionize Machine Learning Models with Speed

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Explore strategies to overcome deployment challenges and accelerate the productionization of machine learning models for faster impact.
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1 Lesons
34 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Lessons Learned: The Journey to Real-Time Machine Learning at Instacart

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Explore Instacart's transition to real-time machine learning, focusing on infrastructure, use cases, challenges, and key lessons for implementing ML in a dynamic marketplace.
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1 Lesons
39 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
Association for Computing Machinery (ACM)

An Empirical Analysis on Multi-turn Conversational Recommender Systems - Lecture 3.2

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Explore multi-turn conversational recommender systems through empirical analysis, examining their effectiveness and potential improvements in interactive recommendation scenarios.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Towards Human-centered Proactive Conversational Agents - Conversational IR and Recommendation

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Explore human-centered proactive conversational agents in IR and recommendation systems, focusing on advancements and challenges in creating more intuitive AI interactions.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

SIGformer: Sign-aware Graph Transformer for Recommendation

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Explore sign-aware graph transformers for recommendation systems, enhancing accuracy through innovative graph-based techniques and transformer architectures.
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1 Lesons
11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Adaptive In-Context Learning with Large Language Models for Bundle Generation - Recommendation Systems

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Explore adaptive in-context learning techniques for bundle generation using large language models in recommendation systems.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation

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Explore advanced techniques in multi-behavior recommendation systems, focusing on behavior-contextualized item preference modeling for improved personalization and accuracy.
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1 Lesons
12 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

MDMTRec: An Adaptive Multi-Task Multi-Domain Recommendation Framework - SIGIR 2024

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Explore an adaptive framework for multi-task, multi-domain recommendations, enhancing personalized content suggestions across various platforms and contexts.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation - Session M3.5

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Explore critical insights into beyond-accuracy performance metrics in next basket recommendation systems, challenging current assumptions and methodologies.
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1 Lesons
16 minutes
On-Demand
Free-Video
1littlecoder

GPT-4 Recommendation Engine - OpenAI Tool Calling for Clothing Suggestions

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Explore building a recommendation engine using OpenAI's API to suggest clothing items based on user inputs and contextual information, leveraging the gpt-4o-mini model for personalized product searches.
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1 Lesons
18 minutes
On-Demand
Free-Video
TensorFlow

Coding TensorFlow

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Comprehensive series exploring TensorFlow's capabilities, from basics to advanced topics like NLP, computer vision, and recommendation systems. Hands-on coding tutorials for various ML applications.
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49 Lesons
5 hours
On-Demand
Free-Video
TensorFlow

Building Recommendation Systems with TensorFlow

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Learn to create powerful recommendation systems using TensorFlow, covering content-based and collaborative filtering, ranking models, multitask learning, and efficient serving with ScaNN.
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7 Lesons
30 minutes
On-Demand
Free-Video
Great Learning

Build a Movie Recommendation System Using Python

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Learn to build a movie recommendation system using Python, covering system types, implementation steps, and a hands-on demo. Gain practical skills in data manipulation and analysis for creating personalized movie suggestions.
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8 Lesons
1 hour 6 minutes
On-Demand
Free-Video

Recommendation Systems

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Learn to build diverse recommendation systems using Python, from hybrid techniques to collaborative filtering, exploring key concepts like cosine similarity for practical applications.
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8 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Serrano.Academy

Machine Learning

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Comprehensive introduction to key machine learning concepts, algorithms, and applications, covering testing, error metrics, recommendation systems, and various classification methods.
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8 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Great Learning

Python Projects for Beginners - Great Learning

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Comprehensive tutorial covering 13 Python projects for beginners, from basic concepts to advanced applications like face recognition and machine learning, with hands-on demonstrations and examples.
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20 Lesons
6 hours 57 minutes
On-Demand
Free-Video
The Julia Programming Language

Understanding Structure in Data - Week 3

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Explore data structure analysis using Julia, covering matrix rank, data visualization, PCA, and building a simple recommendation engine. Gain practical insights into advanced data science concepts.
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12 Lesons
25 minutes
On-Demand
Free-Video
Data Science Dojo

Building a Personalised Attrition Recommendation System

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Comprehensive guide to building an attrition recommendation system, covering data analysis, predictive modeling, and strategy development to prevent employee churn and improve workforce retention.
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11 Lesons
58 minutes
On-Demand
Free-Video
TEDx

Empfehlungssysteme und KI - Von Pommesbuden bis zu Online-Shops

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Einblick in Empfehlungssysteme und KI: Von Online-Shops bis zur Pommesbude. Prof. Schildgen erklärt Funktionsweisen, Möglichkeiten und überträgt Konzepte auf alltägliche Situationen.
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1 Lesons
17 minutes
On-Demand
Free-Video
IEEE

ShadeWatcher: Recommendation-Guided Cyber Threat Analysis Using System Audit Records

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Explore recommendation-guided cyber threat analysis using system audit records, enhancing detection effectiveness and efficiency through innovative connectivity modeling and learning techniques.
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15 Lesons
21 minutes
On-Demand
Free-Video
Simons Institute

Economics and Learning

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Explore the intersection of economics and machine learning, focusing on game theory, recommendation systems, and decentralized models in data science.
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12 Lesons
31 minutes
On-Demand
Free-Video
Meta

Facebook's Toolkit for Safety and Security - F8 2019

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Explore Facebook's systematic approach to balancing user expression with safety and inclusivity, featuring design principles and strategies for creating secure online communities.
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18 Lesons
29 minutes
On-Demand
Free-Video
Open Data Science

Michael I. Jordan on the Future of AI and Machine Learning - ODSC West 2019

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Renowned AI expert Michael Jordan discusses the future of machine learning, exploring potential billion-dollar industries and addressing key challenges in the field of data science and AI.
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30 Lesons
42 minutes
On-Demand
Free-Video
Databricks

Building a Knowledge Graph with Spark and NLP for Novel Drug Recommendations

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Explore drug discovery using knowledge graphs, NLP, and Spark. Learn techniques for efficient data processing, entity recognition, and relationship extraction to enhance pharmaceutical research.
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28 Lesons
41 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Bala Krishnamoorthy - Steinhaus Filtration and Stable Paths in the Mapper

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Explore Steinhaus filtration and stable paths in Mapper, a topological data analysis tool. Learn applications in recommendation systems and explainable machine learning for data-driven insights.
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14 Lesons
58 minutes
On-Demand
Free-Video
Paul G. Allen School

Content Curation in Online Platforms - Impact and Improvement Strategies

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Explore the impact of content curation on online platforms, examining moderation practices, user behavior, and the potential of academic research to guide policy and improve digital experiences.
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1 Lesons
57 minutes
On-Demand
Free-Video
Open Data Science

Evaluating Recommendation Algorithms - Offline and Online Approaches

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Discover how Delivery Hero optimizes recommendation algorithms through offline evaluations and A/B testing, enhancing user experience while maintaining business metrics.
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8 Lesons
23 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Analyzing User Engagement with TikTok's Short Format Video Recommendations

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Explore user engagement on TikTok through data donations, revealing insights on daily usage, attention span, and video preferences in short-format content recommendations.
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1 Lesons
15 minutes
On-Demand
Free-Video
Open Data Science

Building Robust and Scalable Recommendation Engines for Online Food Delivery

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Unlock the power of recommendation engines for food delivery. Learn data preprocessing, feature engineering, and scalable algorithms to create personalized recommendations using the DHRD dataset.
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9 Lesons
25 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Recommendation Systems for Digital Out of Home Advertising

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Explore probabilistic modeling for digital out-of-home advertising content recommendations. Learn strategies for effective ad distribution across digital screens and gain insights into data-driven decision-making for content selection and placement.
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20 Lesons
32 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Accelerators Made Easy - Improving MLOps at Loblaw Digital Using Vertex AI

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Leverage Vertex AI for efficient matrix multiplication in MLOps. Build scalable recommendation engines using Google Cloud Platform's tools for improved product relevance.
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1 Lesons
28 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

How to Monitor Machine Learning Stacks - Detecting and Addressing Special Issues

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Discover advanced monitoring techniques for ML stacks, addressing unique challenges beyond traditional metrics to ensure robust performance and early issue detection.
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1 Lesons
33 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Knowledge Graph Recommendation Systems for COVID-19

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Explore knowledge graph recommendation systems for COVID-19, leveraging Python skills to enhance understanding of pandemic-related data and insights.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

TMLS 2019 - Machine Learning Presentation

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Explore machine learning insights from industry experts Hoyoung Jang and Cheng Lin at TMLS 2019, gaining valuable knowledge and perspectives on cutting-edge ML applications.
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1 Lesons
22 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

TMLS2019

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Explore machine learning applications in personalized recommendations at Netflix, focusing on innovative techniques and challenges in content discovery.
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1 Lesons
31 minutes
On-Demand
Free-Video
Data Science Festival

Proving the Impact: Using Synthetic Control to Evaluate Intervention Effectiveness

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Explore Synthetic Control methodology for measuring intervention impact when A/B testing isn't feasible. Learn to construct "synthetic" units, estimate causal effects, and apply this innovative approach to real-world scenarios.
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1 Lesons
37 minutes
On-Demand
Free-Video
SQLBits

Unraveling the Web of Relationships: Understanding Graph Data

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Explore graph theory basics, real-world applications, and the growing importance of graph databases in solving complex data challenges across industries.
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1 Lesons
19 minutes
On-Demand
Free-Video
TensorFlow

Building Trusted AI Products - Workshop

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Gain insights on building trustworthy AI products through exercises and resources from the People + AI Research team, focusing on user-centered design and calibrating trust in AI development.
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26 Lesons
55 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Getting Started with Qdrant - Introduction to Vector Database and Similarity Search

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Master vector similarity search using Qdrant to build semantic search and recommendation systems through hands-on practice with sample datasets and practical implementations.
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1 Lesons
24 minutes
On-Demand
Free-Video
Linux Foundation

Milvus 2.0 - Building the World's Most Advanced Open-Source Vector Database

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Explore Milvus 2.0, an advanced open-source vector database. Learn its architecture, layers, and applications in ML pipelines, smart property search, product recommendations, and more.
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15 Lesons
35 minutes
On-Demand
Free-Video
Linux Foundation

Milvus Vector Database - Unlocking the Future of Open Source Vector Databases

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Explore Milvus, a high-performance cloud-native vector database. Learn its history, architecture, unique features, and real-world applications in RAG, recommendation systems, and molecular search.
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1 Lesons
30 minutes
On-Demand
Free-Video
Kunal Kushwaha

The Distributed Open Source Graph Database - NebulaGraph

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Explore graph databases, their applications, and NebulaGraph's features in this informative talk. Learn about use cases like recommendation systems and fraud detection.
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15 Lesons
46 minutes
On-Demand
Free-Video
Great Learning

Vector Database Explained - What is Vector Database and How to Use It

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Explore vector databases: storage, similarity comparison, and applications. Learn Euclidean Distance for feature similarity, see real-world uses, and follow a demo using Bollywood movie plots on Replit.
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8 Lesons
14 minutes
On-Demand
Free-Video
Ruby Central

Using Postgres and OpenAI to Power Your AI Recommendation Engine - RailsConf 2024

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Discover how to build an AI recommendation engine using Rails, Postgres, and OpenAI. Learn optimization techniques for handling AI data and scaling your system effectively.
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1 Lesons
45 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Mutual Information-based Preference Disentangling and Transferring for Cross-Domain Recommendations

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Explore mutual information-based techniques for disentangling and transferring user preferences across multiple non-overlapping domains in recommendation systems.
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1 Lesons
13 minutes
On-Demand
Free-Video
Data Science Conference

Building a Recommendation System for EPAM Systems

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Discover how EPAM Systems builds and implements recommendation systems, exploring ML approaches, business goals, feature engineering, quality metrics, and monitoring strategies in production.
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1 Lesons
25 minutes
On-Demand
Free-Video
Data Science Conference

Under Pressure: Applying Machine Learning in Real-Time Systems

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Explore real-time machine learning implementation strategies, from handling low latency requirements to building scalable systems for streaming scenarios in autonomous vehicles, healthcare, and fraud detection.
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1 Lesons
24 minutes
On-Demand
Free-Video
Data Science Conference

AI-Powered Transformation in Fashion E-Commerce - Leveraging Customer Segmentation and Personalization

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Discover how AI-driven customer segmentation and personalized recommendations revolutionize fashion e-commerce, boosting sales and customer loyalty through data-driven strategies and innovative solutions.
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1 Lesons
24 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits

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Delve into stochastic combinatorial semi-bandits with a focus on risk-controlled online decision making, exploring algorithms for optimal subset selection while maintaining variance constraints.
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27 Lesons
58 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Scaling Open Source ML: How Wolt Uses Kubernetes to Deliver Great Food to Millions

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Discover how Wolt leverages Kubernetes and open-source frameworks to scale machine learning operations, addressing challenges in forecasting, recommendations, and delivery time predictions for millions of users.
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20 Lesons
33 minutes
On-Demand
Free-Video
Simons Institute

The Power of Graph Learning - Richard M. Karp Distinguished Lecture

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Explore graph learning's applications, methods, and theoretical foundations. Discover connections between graph learning and database theory for insights into expressive power potential.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Data Science Dojo

Vector Similarity Search

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Explore vector similarity search, its applications in deep learning, and how it revolutionizes search across text, multimedia, and recommendations. Learn from industry experts about implementation and future possibilities.
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13 Lesons
49 minutes
On-Demand
Free-Video
Simons Institute

Recent Advances in Diversity Maximization in the Offline and Composable Coreset Models

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Explore recent advancements in diversity maximization for data summarization and recommendation systems, focusing on offline and composable coreset models for handling massive datasets efficiently.
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1 Lesons
46 minutes
On-Demand
Free-Video
Great Learning

Build a Movie Recommendation System Using Machine Learning

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Learn to create a movie recommendation system using machine learning techniques. Explore data-driven approaches to personalize film suggestions based on user preferences and viewing history.
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1 Lesons
32 minutes
On-Demand
Free-Video
The Royal Institution

How Can AI Help Humanity? - With Nick Jennings

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Explore AI's potential to aid humanity through human-machine partnerships, examining applications in disaster response, medical diagnosis, and future job impacts.
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13 Lesons
58 minutes
On-Demand
Free-Video
MITCBMM

Machine Learning Techniques and Applications in Finance, Healthcare and Recommendation Systems

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Explore state-of-the-art machine learning techniques and their applications in finance, healthcare, and recommendation systems, focusing on ensemble methods, collaborative filtering, and portfolio construction.
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16 Lesons
39 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

KDD 2020- Learning by Exploration-Part 2

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Explore advanced techniques in online learning, including graph Laplacian regularization, social influence modeling, adaptive clustering, and particle Thompson sampling for improved exploration and personalization.
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12 Lesons
37 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Challenges and Solutions in Industry Scale Data and AI Systems - Yangqing Jia

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Explore industry-scale data and AI systems challenges, focusing on Alibaba's technologies like big data infrastructure, autonomous computing, and AI engineering for recommendation systems and digital twins.
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26 Lesons
46 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Semantic Scholar- Tera-Scale NLP to Accelerate Scientific Research--Daniel Weld

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Explore Semantic Scholar's AI-powered tools for accelerating scientific research, including adaptive feeds, personalized alerts, and advanced summarization techniques.
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38 Lesons
44 minutes
On-Demand
Free-Video
Aladdin Persson

Deep Neural Networks for YouTube Recommendations

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Explore deep neural networks for YouTube recommendations, analyzing the architecture and techniques used to enhance user experience and content discovery on the platform.
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1 Lesons
23 minutes
On-Demand
Free-Video
Databricks

Frequently Bought Together Recommendations Using Embeddings - Challenges and Solutions

0 rewiews
Explore embedding-based "frequently bought together" recommendations for e-commerce, covering model training, productionization, metrics, and serving strategies. Learn practical tips for large-scale implementation.
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23 Lesons
22 minutes
On-Demand
Free-Video
Databricks

Building Recommendation Systems Using Graph Neural Networks

0 rewiews
Explore graph neural networks for recommendation systems, focusing on RECKON's encoder-decoder architecture to improve entity intelligence and personalize user experiences.
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15 Lesons
26 minutes
On-Demand
Free-Video
Linux Foundation

Building Knowledge Graphs

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Explore the power of knowledge graphs in data management, their applications, and strategies for successful implementation in semantic search, recommendation systems, and data fabric.
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1 Lesons
44 minutes
On-Demand
Free-Video
Paul G. Allen School

Bandits - Lecture 5

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Explore multi-armed bandit algorithms and their applications in decision-making under uncertainty with Professor Kevin Jamieson from the University of Washington.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Recommendation Independence

0 rewiews
Explore recommendation independence in AI systems, focusing on fair treatment of content providers and regularization approaches to mitigate bias in algorithmic recommendations.
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12 Lesons
18 minutes
On-Demand
Free-Video
Black Hat

Practical Defenses Against Adversarial Machine Learning

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Explore real-world attacks on ML systems, from recommendation engines to email filters, and learn practical defense strategies against adversarial machine learning threats.
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25 Lesons
31 minutes
On-Demand
Free-Video
USENIX

Check-N-Run - A Checkpointing System for Training Deep Learning Recommendation Models

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Innovative checkpointing system for large ML models, reducing bandwidth and storage needs through differential checkpointing and quantization techniques without compromising training accuracy.
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15 Lesons
16 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Recommendation Systems

0 rewiews
Explore cutting-edge research in recommendation systems, covering algorithms, personalization techniques, and user behavior analysis for improved content suggestions.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Devoxx

Image Recognition with Deep Learning - From Prototype to Production

0 rewiews
Explore image recognition using deep learning, from prototype to production. Learn to develop and implement neural networks for clothing characteristic detection, with insights on training, deployment, and front-end integration.
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21 Lesons
46 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

What Makes a Good Recommendation?

0 rewiews
Explore the principles of effective recommendations with expert Joseph Konstan. Learn how recommendation technologies can be designed to benefit users, drawing from 24 years of research and industry insights.
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1 Lesons
18 minutes
On-Demand
Free-Video
WeAreDevelopers

Using Text Embedding Algorithms in Recommender Systems

0 rewiews
Explore text embedding algorithms' surprising effectiveness in recommendation systems, outperforming state-of-the-art models while offering efficiency for large-scale applications.
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20 Lesons
44 minutes
On-Demand
Free-Video
Spring I/O

Building a Meetup Recommendation Engine with Spring Data Neo4j

0 rewiews
Explore building a meetup recommendation engine using Spring Data Neo4j, leveraging graph databases and Meetup.com's APIs to enhance event discovery and relevance.
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25 Lesons
51 minutes
On-Demand
Free-Video
EuroPython Conference

Yak Shaving a Good Place to Eat Using Non Negative Matrix Factorization

0 rewiews
Explore data handling techniques to analyze restaurant reviews, group users with similar tastes, and find personalized dining recommendations using non-negative matrix factorization.
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1 Lesons
25 minutes
On-Demand
Free-Video
EuroPython Conference

How Booking.com Serves Deep Learning Model Predictions

0 rewiews
Discover Booking.com's approach to deploying deep learning models in production, covering training, automated retraining, deployment, and optimization for latency and throughput.
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12 Lesons
31 minutes
On-Demand
Free-Video
EuroPython Conference

AI in Contemporary Art

0 rewiews
Explore AI's impact on contemporary art, from creative applications like DeepDream to critical examinations of facial recognition and deep fakes. Discover how artists and technologists are pushing boundaries and addressing societal implications.
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36 Lesons
43 minutes
On-Demand
Free-Video
EuroPython Conference

Developing a Match-Making Algorithm Between Customers and Go-Jek Products

0 rewiews
Explore how GoJek developed a personalized recommendation system using PySpark to match customers with relevant products and vouchers, improving conversion rates.
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9 Lesons
29 minutes
On-Demand
Free-Video
EuroPython Conference

A Network Embeddings Based Recommendation Model with Multi-Factor Consideration

0 rewiews
Explore a novel recommendation model using network embeddings and multi-factor analysis. Learn about knowledge transfer across implicit and explicit factors for improved accuracy in real-world applications.
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1 Lesons
26 minutes
On-Demand
Free-Video
EuroPython Conference

Serverless Billion-Scale Vector Search for AI Applications

0 rewiews
Explore low-latency vector search on billion-scale datasets using LanceDB, an open-source solution for modern AI workflows like recommendation systems and LLM-based applications.
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1 Lesons
26 minutes
On-Demand
Free-Video
ng-conf

Build a Look Alike Engine with Machine Learning and Angular

0 rewiews
Learn to create a look-alike engine using machine learning techniques and Angular framework, combining cutting-edge technologies for advanced web development.
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1 Lesons
23 minutes
On-Demand
Free-Video
NDC Conferences

What Are Graph Databases and Why Should I Care

0 rewiews
Explore graph databases' potential in personalization, logistics, and fraud detection. Learn about various datastores, processing frameworks, and practical applications to enhance complex systems.
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26 Lesons
56 minutes
On-Demand
Free-Video
DevConf

AI-Driven Application Optimization Using Bandit Algorithms

0 rewiews
Explore bandit algorithms for personalized experiences in modern applications, from recommendations to network optimization. Gain insights as both developer and user.
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1 Lesons
15 minutes
On-Demand
Free-Video
Data Science Conference

A New Wave of Network Science - From Fantasy to Applications

0 rewiews
Explore innovative applications of network science algorithms, from analyzing Game of Thrones characters to transforming urban landscapes and creating data-driven art through real-world case studies.
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1 Lesons
28 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

AI Innovations Through Deep Learning and Generative AI

0 rewiews
Explore how deep learning and generative AI innovations transform business models, featuring insights from Moloco CEO and former Google tech lead on AI commercialization and growth strategies.
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1 Lesons
18 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

T deal의 큐레이션 커머스 콘텐츠 푸시 고도화 경험

0 rewiews
Discover how SK Telecom optimized T deal's content push system through machine learning automation, combining AI technology with telecom infrastructure for enhanced curation commerce performance.
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1 Lesons
26 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

Personalized POI Recommendations Using TMAP Driving Data

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Discover how T Map's driving data powers personalized POI recommendations, using real user navigation patterns to suggest relevant destinations based on daily routines and weekend preferences.
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1 Lesons
23 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

Telco Data 기반 멀티 도메인 추천 엔진 - 협력적 게임이론 기반 순차 추천모델

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Discover SK텔레콤의 혁신적인 멀티 도메인 추천 엔진 개발 과정과 구현 방법을 통해 데이터 기반 순차적 추천 시스템의 실제 적용 사례와 성과를 살펴보는 기술 세션
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1 Lesons
21 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

CDP와 AI 추천모델을 활용한 고객 인사이트 확보와 개인화 서비스

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Discover how Tmap Mobility leverages CDP and AI recommendation models to predict customer home/work locations and enhance personalized services through advanced data analytics.
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1 Lesons
21 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Helping Canadians Live Life Well Through Data-driven Innovation

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Explore how Loblaw leverages data for forecasting, personalization, and supply chain optimization to enhance Canadian retail experiences.
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1 Lesons
19 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Machine Learning for E-commerce Product Discovery - Finding a Needle in a Haystack

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Explore machine learning techniques for efficient e-commerce product discovery, addressing challenges and leveraging NLP, image recognition, and knowledge graphs.
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1 Lesons
12 minutes
On-Demand
Free-Video
The ASF

Bytedance Deep Learning: Batch Flow Integrated Training Practice

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Explore ByteDance's batch-stream integrated AI training engine, supporting large-scale cloud-native models for various businesses. Learn about flexible scheduling, data orchestration, and performance optimization techniques.
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1 Lesons
27 minutes
On-Demand
Free-Video
Anyscale

Production RL and Decision-Making with RLlib

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Learn to implement production-ready reinforcement learning and decision-making systems using RLlib, exploring real-world applications, challenges, and best practices.
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19 Lesons
29 minutes
On-Demand
Free-Video