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Showing: 95 courses
Stanford University

Stanford Chemical Engineering Online Master's Degree Program Webinar

1 rewiews
Explore Stanford's online Chemical Engineering MS program: curriculum, career benefits, and enrollment details. Faculty discuss this part-time degree's unique features and answer questions.
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35 Lesons
45 minutes
On-Demand
Free-Video
University of Melbourne

Setting Up for Academic Success - International Student Webinar

1 rewiews
Gain essential tools for academic success as an international student, including making friends, navigating campus, study tips, course planning, and accessing support services.
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17 Lesons
1 hour 25 minutes
On-Demand
Free-Video
University of Melbourne

Digital Wellbeing and Online Learning in Education - Graduate Information Session

0 rewiews
Explore strategies for positive digital citizenship, managing online interactions, and integrating digital resources in education. Gain insights on digital wellbeing and addressing challenges in online learning.
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16 Lesons
50 minutes
On-Demand
Free-Video
University of Melbourne

Online Learning and Dual-Delivery at University of Melbourne - International Student Webinar

0 rewiews
Experts discuss online and dual-delivery learning at University of Melbourne, covering benefits, challenges, and tips for success in a global educational environment.
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19 Lesons
37 minutes
On-Demand
Free-Video
New York University (NYU)

Machine Learning for Personalization

0 rewiews
Explore personalization through machine learning, covering collaborative ranking, prediction, causal learning, and online learning techniques used in recommendation systems.
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14 Lesons
58 minutes
On-Demand
Free-Video
New York University (NYU)

Too Big to Fail: Cybersecurity Issues in Financial Services

0 rewiews
Explore cybersecurity challenges in financial services, gaining insights on emerging threats and protection strategies from industry expert Joel Caminer.
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12 Lesons
34 minutes
On-Demand
Free-Video
Moodle

Learn Moodle 3.2

0 rewiews
Explore Moodle 3.2's features: course layout, content creation, activities, assessments, and administration. Master this powerful learning management system to enhance your teaching and learning experience.
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32 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Curso Básico de Moodle

0 rewiews
Aprenda a utilizar Moodle: estructura, navegación, recursos, actividades, edición, foros, tareas, gestión de usuarios, calificaciones y configuraciones avanzadas para una experiencia educativa en línea efectiva.
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19 Lesons
30 minutes
On-Demand
Free-Video

Clarinet Tutorial

0 rewiews
클라리넷 초보자를 위한 종합 가이드: 조립, 소리내기, 운지법, 아티큘레이션 등 기초부터 심화까지 단계별로 학습하는 온라인 튜토리얼
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7 Lesons
2 hours 30 minutes
On-Demand
Free-Video
TEDx

L'entrepreneuriat jeune à l'ère du numérique

0 rewiews
Découvrez comment un jeune entrepreneur guinéen a créé un jeu vidéo 3D mettant en valeur les héros africains, illustrant les opportunités offertes par l'entrepreneuriat numérique pour la jeunesse.
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1 Lesons
15 minutes
On-Demand
Free-Video
TEDx

La Universidad del Futuro: ¿Será Aún Necesaria?

0 rewiews
Reflexión sobre el impacto de la tecnología en la educación superior y el futuro de las universidades en un mundo interconectado, por un pionero del internet en Chile.
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1 Lesons
16 minutes
On-Demand
Free-Video
TEDx

裂縫是光照進來的地方 - 從挫折中找到成長動力

0 rewiews
探討人生挫折如何成為成長養分，以及教育工作者如何在逆境中創新教學方法，激勵學生突破困境，開創更廣闊的未來。
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1 Lesons
18 minutes
On-Demand
Free-Video
TEDx

何かワクワクすることを今日からはじめてみませんか - 技術と教育の革新

0 rewiews
テクノロジーを活用した教育実践と改革について語る。ICT教育の専門家が、プロジェクションマッピングなどの革新的な手法を通じて、人々の行動変容を促す要素を探る。常に新しいことに挑戦する姿勢の重要性を強調。
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1 Lesons
18 minutes
On-Demand
Free-Video
The ASF

Analysis and Application of New Features in Flink ML 2.2.0

0 rewiews
Explore Flink ML 2.2.0's new features, including online inference, feature engineering, and real-time log clustering applications in Alibaba's infrastructure.
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1 Lesons
26 minutes
On-Demand
Free-Video
OWASP Foundation

Devil in the Haystack - Application Security Through Statistical Analysis and Machine Learning

0 rewiews
Exploring statistical and machine learning techniques for in-app security at Salesforce. Focuses on adaptive, data-driven approaches for detecting and preventing attacks and abuses on the platform.
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1 Lesons
52 minutes
On-Demand
Free-Video
Google TechTalks

Differentially Private Online-to-Batch Conversion for Stochastic Optimization

0 rewiews
Explore differentially private stochastic optimization techniques, comparing simple preprocessing and custom algorithms. Learn about a novel online-to-batch conversion method for optimal private convergence rates.
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26 Lesons
50 minutes
On-Demand
Free-Video
Paul G. Allen School

Interactive Imitation Learning - Planning Alongside Humans

0 rewiews
Explore interactive imitation learning for robots to adapt to human preferences, focusing on challenges beyond dataset collection and enabling seamless human-robot collaboration in real-world scenarios.
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1 Lesons
57 minutes
On-Demand
Free-Video
Paul G. Allen School

Linear Quadratic Control and Online Learning - 2019 ADSI Summer Workshop

0 rewiews
Explore linear quadratic control and online learning with Yishay Mansour. Gain insights into algorithmic foundations of learning and control in this comprehensive workshop presentation.
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1 Lesons
49 minutes
On-Demand
Free-Video
Paul G. Allen School

An Online Learning Approach to Model Predictive Control - 2019 ADSI Summer Workshop

0 rewiews
Explore online learning approaches to Model Predictive Control with Byron Boots, focusing on algorithmic foundations and innovative applications in learning and control systems.
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1 Lesons
47 minutes
On-Demand
Free-Video
OpenUK

Breaking Barriers: The Art of Gamified Security Training

0 rewiews
Explore gamified security training techniques to enhance cybersecurity skills effectively and affordably, breaking barriers in traditional learning approaches.
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1 Lesons
14 minutes
On-Demand
Free-Video
MinutePhysics

What Makes a Good or Bad YouTube Science Video - Hour Physics

0 rewiews
Explore the art of creating engaging science videos on YouTube, covering communication techniques, visual storytelling, audience engagement, and the future of online science education.
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31 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Leveraging Reviews - Learning to Price with Buyer and Seller Uncertainty

0 rewiews
Explore pricing strategies in online marketplaces using customer reviews and AI. Learn how sellers can optimize prices while helping buyers estimate product value through relevant feedback.
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1 Lesons
51 minutes
On-Demand
Free-Video
The Aspen Institute

Workforce Transformation: Engaging, Upskilling, and Empowering Employees

0 rewiews
Explore workforce empowerment through tech platforms, skills-based education, and networking. Entrepreneurs and executives discuss upskilling, equitable access, and strategies for upward mobility in the modern job market.
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24 Lesons
45 minutes
On-Demand
Free-Video
Scrimba

Successful Adult Learning Strategies for Career Changers - Insights from a Teacher-Turned-Developer

0 rewiews
Former teacher Chris Webster shares insights on successful adult learning, career change strategies, and landing a dream developer job through perseverance and effective learning techniques.
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21 Lesons
42 minutes
On-Demand
Free-Video
TEDx

The Power of Belief - Unlocking Personal Potential

0 rewiews
Discover how belief shapes reality and unlocks potential. Learn strategies to cultivate a positive mindset, visualize goals, and take action for personal growth and success.
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1 Lesons
18 minutes
On-Demand
Free-Video
Kyoto-U OCW - Unofficial

教育データで教え方や学び方を変える - ラーニングアナリティクスの導入と活用

0 rewiews
Discover how learning analytics and educational data are transforming teaching and learning methods, from digital textbooks to lecture videos, with practical examples from K-12 and university settings.
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5 Lesons
29 minutes
On-Demand
Free-Video
Insights into Mathematics

Algebraic Calculus One - Free Trial Course May 2020

0 rewiews
Exciting new approach to Calculus starting May 1, 2020. Join talented students to raise mathematical understanding with this innovative online course, revolutionizing a fundamental subject.
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1 Lesons
21 minutes
On-Demand
Free-Video
OudforGuitarists

Live Oud Lesson - Fundamentals and Techniques for Beginners

0 rewiews
Explore the enchanting world of Oud music with a live lesson, covering techniques, melodies, and cultural insights for beginners and enthusiasts alike.
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1 Lesons
38 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Getting the Best of Both Worlds - IoT and Edge Using Hierarchical Inference

0 rewiews
Explore hierarchical inference strategies for optimizing IoT and edge computing, focusing on machine fault detection and image classification while balancing accuracy with resource constraints.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
HuggingFace

Training Neural Networks for Temporal Difference Model Predictive Control - Part 2

0 rewiews
Dive into the technical aspects of training neural networks in TD-MPC, covering TD learning, Q network optimization, and data collection strategies for robotic control systems.
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9 Lesons
38 minutes
On-Demand
Free-Video
Data Science Conference

Enhanced EEG Data Classification with 3D SNN and Online Learning ESN

0 rewiews
Discover a novel hierarchical neural network architecture that combines 3D spiking neurons and Echo state networks for advanced EEG data classification and real-time brain signal interpretation.
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1 Lesons
13 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits

0 rewiews
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
UofU Data Science

Mistake Bound Learning and the Halving Algorithm - Lecture 8

0 rewiews
Dive into mistake bound learning principles and explore the Halving algorithm's role in machine learning theory and practical applications.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning: Representations and Learning in Online Systems - Lecture 9

0 rewiews
Explore how hypothesis representation choices impact online learning algorithms and their effectiveness in machine learning applications.
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1 Lesons
22 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

How to Build a Real-Time ML Pipeline for Fraud Prediction

0 rewiews
Build a real-time ML pipeline for fraud prediction, addressing challenges in online feature engineering and real-time data ingestion. Learn to generate ML features, use a feature store, and monitor for drift.
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1 Lesons
47 minutes
On-Demand
Free-Video
Simons Institute

Overview of Statistical Learning Theory - Part 2

0 rewiews
Explore fundamental concepts in statistical learning theory, including capacity control, generalization, and optimization techniques. Gain insights into classic theory and modern applications.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Simons Institute

Overview of Statistical Learning Theory - Part 1

0 rewiews
Explore fundamental concepts of statistical learning theory, including capacity control, generalization, and optimization techniques. Gain insights into classic theories and their relevance to modern machine learning paradigms.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Large Scale Machine Learning and Convex Optimization - Lecture 3

0 rewiews
Explore advanced stochastic optimization techniques for large-scale machine learning, including novel Newton-based methods and combinations of batch and online algorithms for improved convergence rates.
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18 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Simons Institute

Federated and Collaborative Learning - Session 3

0 rewiews
Explore cutting-edge advancements in federated and collaborative learning, including local training methods, online learning with bandit feedback, and insights from leading researchers in the field.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Institute

Online Learning in Markov Decision Processes - Part 2

0 rewiews
Explore advanced concepts in Markov Decision Processes, including adversarial scenarios, regret analysis, and algorithms for online learning in dynamic environments.
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27 Lesons
1 hour 13 minutes
On-Demand
Free-Video
Simons Institute

Online Learning in Markov Decision Processes - Part 1

0 rewiews
Explore online learning in Markov Decision Processes, covering theory, algorithms, and optimal strategies for reinforcement learning in dynamic environments.
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15 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Simons Institute

Online Learning and Bandits - Part 2

0 rewiews
Explore advanced bandit algorithms, including Exponential Weights, UCB, and Thompson Sampling. Learn design principles and analysis techniques for optimal decision-making in uncertain environments.
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24 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

On the Statistical Complexity of Reinforcement Learning

0 rewiews
Explores statistical complexities in reinforcement learning, covering sample complexity, regret analysis, and off-policy evaluation. Discusses minimax-optimal approaches and function approximation in MDPs.
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18 Lesons
47 minutes
On-Demand
Free-Video
Paul G. Allen School

ADSI Summer Workshop- Algorithmic Foundations of Learning and Control

0 rewiews
Explore stable and efficient reinforcement learning algorithms with Csaba Szepesvári's presentation on Politex, focusing on generalization and pseudo regret in online learning and linear prediction.
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8 Lesons
54 minutes
On-Demand
Free-Video
IEEE

Streaming and Learning Algorithms - Session 7C

0 rewiews
Explore cutting-edge streaming and learning algorithms in this IEEE session, focusing on recent advancements and applications in data processing and machine learning.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
TheIACR

Federated Learning with Formal User-Level Differential Privacy Guarantees

0 rewiews
Explore federated learning with differential privacy guarantees, covering key concepts, challenges, and algorithms like DP-SGD and DP-FTRL, with insights on privacy-utility trade-offs and future directions.
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20 Lesons
59 minutes
On-Demand
Free-Video
Paul G. Allen School

Learning With and From People - Collaborative Consumption Systems and User Engagement

0 rewiews
Exploring collaborative consumption systems and incentivizing user behavior for improved system effectiveness, with focus on shared mobility and online marketplaces.
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14 Lesons
58 minutes
On-Demand
Free-Video
Paul G. Allen School

Bandits II - Advanced Algorithms and Applications

0 rewiews
Explore advanced bandit algorithms and their applications in decision-making under uncertainty with Kevin Jamieson from the University of Washington.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Online Learning Strategies for Optical Neural Networks and Photonic Circuits

0 rewiews
Explore advanced strategies for implementing online learning in optical neural networks and photonic circuits, enhancing computational efficiency and performance.
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1 Lesons
57 minutes
On-Demand
Free-Video
TEDx

Communication to Globalize Dance

0 rewiews
Dr. Pali Chandra shares her journey of globalizing Kathak through online learning, presenting a 3-step plan to teach dance effectively using technology and reaching a wider audience.
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1 Lesons
18 minutes
On-Demand
Free-Video
media.ccc.de

Warum Momentan Lernvideos Auf YouTube Durch Die Decke Gehen - English Translation

0 rewiews
Exploring the surge in educational YouTube videos and their impact on learning and teaching, with insights from an electrical engineering YouTuber on trends and opportunities in digital education.
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1 Lesons
15 minutes
On-Demand
Free-Video
media.ccc.de

Warum Momentan Lernvideos auf YouTube Durch die Decke Gehen

0 rewiews
Analyse des Trends zu YouTube-Lernvideos: Vorteile, Auswirkungen auf Bildung und Chancen für die Zukunft. Einblicke eines erfolgreichen Elektrotechnik-YouTubers zur Digitalisierung des Lernens.
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1 Lesons
15 minutes
On-Demand
Free-Video
Collision Conference

Chatbots and the Future of Online Learning

0 rewiews
Explore the potential of chatbots in online education with Duolingo's Severin Hacker, discussing their impact on learning, user engagement, and future applications.
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18 Lesons
18 minutes
On-Demand
Free-Video
TEDx

The Helping Hands

0 rewiews
Unsung heroes: Teachers' challenges during COVID and online learning. Explore inspiring stories and the impact of uncertified educators in Indonesia, shaping the future despite adversity.
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1 Lesons
16 minutes
On-Demand
Free-Video
Devoxx

Realtime-Cognitive IoT Using DeepLearning and Online Learning

0 rewiews
Explore DeepLearning4J on Apache Spark for IoT anomaly detection using LSTM autoencoder neural networks. Learn scalable machine learning techniques for real-time cognitive IoT applications.
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1 Lesons
52 minutes
On-Demand
Free-Video
PyCon US

Patterns of ML Models in Production

0 rewiews
Explore ML model deployment patterns for production, covering online serving, offline processing, and scalable frameworks like Ray Serve, with insights from 100+ user interviews.
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15 Lesons
26 minutes
On-Demand
Free-Video
JSConf

Live and Machine Learn

0 rewiews
Exploring the impact of machine learning on society, discussing potential dangers and opportunities for positive change through responsible technology use.
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1 Lesons
27 minutes
On-Demand
Free-Video
NDC Conferences

Streams, Lakes and Oceans - Working with Big Data with Azure ML

0 rewiews
Explore big data architectures with Azure ML Studio, covering integration, customization, and scaling for effective machine learning on large datasets.
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28 Lesons
1 hour 1 minute
On-Demand
Free-Video
NDC Conferences

Starts with a Search

0 rewiews
Discover innovative approaches to create engaging online learning experiences for developers, focusing on browser-based C# and .NET education without leaving your computer.
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48 Lesons
46 minutes
On-Demand
Free-Video
TEDx

Designing Digital Education for Human Connection

0 rewiews
Explore innovative approaches to digital education that foster human connection, curiosity, and meaningful technology use, emphasizing the potential for transformative learning experiences in our digital society.
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1 Lesons
14 minutes
On-Demand
Free-Video
UofU Data Science

Online Learning and Mistake Bound Analysis - Lecture 6B

0 rewiews
Explore online learning algorithms and performance quantification through mistake bound methodology, focusing on mistake-driven learning approaches.
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4 Lesons
16 minutes
On-Demand
Free-Video
Kyoto-U OCW - Unofficial

MOOCとブレンディッド・ティーチングの促進：大学と教員としての経験から

0 rewiews
Discover MOOCとブレンディッド・ティーチングの実践経験について、北京大学のXiaoming Li教授が大学教育のデジタル変革における知見を共有する特別講演。
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1 Lesons
16 minutes
On-Demand
Free-Video
Kyoto-U OCW - Unofficial

OE Japan の活動紹介 - 世界と日本のオープンエデュケーション 2020年3月26日

0 rewiews
Discover OE Japanの活動と展望について学び、日本のオープンエデュケーションの現状と将来の方向性を探る18分間の洞察に満ちた講演。
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1 Lesons
18 minutes
On-Demand
Free-Video
TEDx

The Exponential Why - Modern Learning Concepts and Knowledge Sharing

0 rewiews
Explore modern learning concepts and their exponential impact. Discover how to effectively gain and share knowledge, making a positive difference through innovative educational approaches.
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1 Lesons
20 minutes
On-Demand
Free-Video
Simons Institute

Distribution Learning Meets Graph Structure Sampling

0 rewiews
Explore the connection between PAC-learning of graphical models and efficient graph structure sampling, leveraging online learning algorithms for new insights in high-dimensional distribution learning.
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1 Lesons
27 minutes
On-Demand
Free-Video
Dot Physics

Will ChatGPT Replace Chegg for Physics Solutions?

0 rewiews
Explore ChatGPT's potential to revolutionize physics problem-solving, comparing its capabilities to Chegg's solutions in this insightful analysis.
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1 Lesons
17 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

ME5180 - Course Tour and Introduction

0 rewiews
Explore HuskyCT, course website, and GitHub Discussions to engage in the ME5180/ME3295 online learning community. Learn navigation and participation techniques.
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1 Lesons
25 minutes
On-Demand
Free-Video
USENIX

Caravan - Practical Online Learning of In-Network ML Models with Labeling Agents

0 rewiews
Practical online learning system for in-network ML models, addressing automatic labeling and efficient performance monitoring. Improves model adaptability to dynamic network environments.
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1 Lesons
18 minutes
On-Demand
Free-Video
TEDx

How to Master Brazilian Jiu-Jitsu - Insights from a 5-Time World Champion

0 rewiews
Bernardo Faria, 5-time BJJ world champion, shares insights on mastering Brazilian Jiu-Jitsu, from beginner tips to competition preparation, teaching methods, and leveraging digital platforms for instruction.
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1 Lesons
16 minutes
On-Demand
Free-Video
TEDx

The Journey from Stethoscope to Startup

0 rewiews
Dr. Anand Mani shares his inspiring journey from discovering a passion for teaching to founding an edtech startup, highlighting the challenges and triumphs of transitioning from medicine to education and entrepreneurship.
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1 Lesons
15 minutes
On-Demand
Free-Video
TEDx

Tragedy to Triumph - A Journey of Resilience

0 rewiews
Inspiring journey of resilience: From losing a teaching career to becoming a prominent educator, empowering students in commerce through innovative platforms and motivational guidance.
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1 Lesons
19 minutes
On-Demand
Free-Video
Fields Institute

Privacy, Stability, and Online Learning

0 rewiews
Explore the intersection of privacy, stability, and online learning, focusing on sample complexity, private learnability, and mistake-bounded learning in classification algorithms.
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10 Lesons
37 minutes
On-Demand
Free-Video
Code Sync

Learning Erlang and Elixir through Exercism and Advent of Code

0 rewiews
Explore effective methods for learning Erlang and Elixir using Exercism and Advent of Code. Compare these resources, understand their strengths, and choose the best approach for your programming skill level.
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12 Lesons
33 minutes
On-Demand
Free-Video
HUJI Machine Learning Club

Optimal Prediction Using Expert Advice and Randomized Littlestone Dimension

0 rewiews
Delve into optimal prediction strategies and online learning theory through exploration of expert advice systems and the randomized Littlestone dimension, focusing on practical applications in weather forecasting and image classification.
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1 Lesons
59 minutes
On-Demand
Free-Video
UofU Data Science

Machine Learning: Computational Learning Theory and Batch Learning - Lecture 12

0 rewiews
Delve into formal models of learnability, focusing on batch learning concepts, mistake bound models, and PAC learning theory in machine learning applications.
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12 Lesons
48 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Online Learning for Hierarchical Inference

0 rewiews
Explore hierarchical inference optimization through online learning algorithms, focusing on efficient distributed inference between edge devices and cloud servers using confidence metric thresholds.
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1 Lesons
56 minutes
On-Demand
Free-Video
Kyoto-U OCW - Unofficial

Challenges and Opportunities Beyond MOOCs - The Future of Blended Higher Education

0 rewiews
Explore the future of higher education through an expert analysis of post-MOOC innovations, blended learning approaches, and emerging educational technologies in leading Asian universities.
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1 Lesons
36 minutes
On-Demand
Free-Video
Data Science Festival

Building a Scalable Search Engine for Consumer Needs

0 rewiews
Explore the creation of a scalable search engine using online machine learning systems for improved consumer experience and intent matching.
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1 Lesons
35 minutes
On-Demand
Free-Video
Devoxx Poland

Online Machine Learning Based on Kafka Streams - Pollution Prediction System

0 rewiews
Explore a system predicting pollution levels using Kafka Streams, based on historical and current weather data. Learn from WorldRemit's open-source project for practical machine learning applications.
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1 Lesons
47 minutes
On-Demand
Free-Video
Drupal Association

How I Escaped Poverty Using Drupal - The Emancipating Power of Free and Accessible Training

0 rewiews
Discover how free Drupal tutorials empowered a single mother to escape poverty and build a successful IT career, inspiring others to overcome adversity and embrace open-source opportunities.
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1 Lesons
39 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Frugality for Sequential Prediction: Reaching Bounded Regret While Using Expert Advice Sparingly

0 rewiews
Explore sequential prediction strategies for bounded regret using expert advice sparingly, focusing on frugal approaches in machine learning.
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1 Lesons
53 minutes
On-Demand
Free-Video
Google TechTalks

High-Dimensional Prediction for Sequential Decision Making

0 rewiews
Explore efficient algorithms for online high-dimensional predictions, enabling no-regret guarantees, fairness, and uncertainty quantification in multiclass settings for improved decision-making.
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1 Lesons
49 minutes
On-Demand
Free-Video
Simons Institute

Adversarial Bandits: Theory and Algorithms

0 rewiews
Explore adversarial multi-armed bandit theory, algorithms, and recent advances in data-dependent regret guarantees, structural bandits, and more. Compare full-information and bandit feedback in online learning.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Simons Institute

Learning and Incentives

0 rewiews
Explore machine learning theory, focusing on learnability in strategic and adversarial settings. Covers stochastic and online learning, VC dimension, and Littlestone dimension.
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17 Lesons
1 hour
On-Demand
Free-Video
Simons Institute

Online Learning and Bandits - Part 1

0 rewiews
Explore online learning and bandit algorithms with experts from DeepMind and CWI. Gain insights into gradient descent, exponential weights, and regularized leader methods for reinforcement learning.
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29 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Seds Online

A Beginners Guide to Running a Virtual Fieldtrip

0 rewiews
Practical tips and learnings for conducting virtual fieldtrips, including preparation, teaching methods, and assessment strategies for geology students.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
UofU Data Science

Online Learning and Mistake Bound Analysis in Machine Learning - Lecture 7

0 rewiews
Delve into online learning algorithms and performance quantification through mistake bound analysis, focusing on practical implementation strategies and evaluation methods.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Online Learning and Mistake Bound Analysis in Machine Learning - Lecture 8

0 rewiews
Delve into online learning algorithms and performance quantification through mistake bound analysis, focusing on practical implementation strategies and evaluation methods.
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1 Lesons
1 hour 2 minutes
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Free-Video
Centre for Networked Intelligence, IISc

Online Learning for Network Resource Allocation

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Explore advanced online learning techniques for optimizing network resource allocation, focusing on caching strategies, inference delivery networks, and fairness in unpredictable environments.
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1 hour 1 minute
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Association for Computing Machinery (ACM)

DeepWalk: Online Learning of Social Representations

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Explore online learning of social representations with DeepWalk, a groundbreaking approach to understanding social networks and graph structures.
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1 Lesons
1 hour 3 minutes
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Google TechTalks

Online Prediction in Sub-linear Space

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Explore innovative algorithms for online learning with expert advice, focusing on sub-linear memory solutions and their implications for sequential decision-making.
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1 hour
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Uncertainty in Artificial Intelligence

Sequential Learning in Artificial Intelligence - Oral Session 4

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Explore cutting-edge research in sequential learning, covering robust reinforcement learning, online learning in MDPs, fairness in predict-then-optimize settings, and constrained POMDPs.
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1 Lesons
1 hour 33 minutes
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Uncertainty in Artificial Intelligence

The Power of Cooperation in Networks of Learning Agents - Keynote Talk

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Explore the power of cooperation in agent networks for enhanced learning, focusing on performance bounds and online learning scenarios.
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1 Lesons
1 hour 3 minutes
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Association for Computing Machinery (ACM)

Adaptive Policy Regularization for Offline to Online Reinforcement Learning in HVAC Control

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Explore advanced reinforcement learning techniques for HVAC systems, focusing on adaptive policy regularization methods that bridge offline and online control strategies.
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1 Lesons
18 minutes
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Dyalog User Meetings

APL MOOC: Introduction to APL Programming for University Students

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Discover how the University of Helsinki is revolutionizing APL programming education through an innovative online learning platform designed to inspire and educate the next generation of developers.
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7 Lesons
24 minutes
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