Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Machine Learning Models

Showing: 46 courses
Stanford University

Create a Better User Experience Through AI - Michael Bernstein

0 rewiews
Explore AI-driven UX design strategies with Stanford's Michael Bernstein. Learn industry practices, error mitigation, and user-friendly AI implementation for smarter, more personalized digital interfaces.
Add to list
18 Lesons
58 minutes
On-Demand
Free-Video
Institute for Advanced Study

On the Ising Perceptron Model - Nike Sun

0 rewiews
Explore the Ising perceptron model's statistical physics, replica symmetry, and cavity methods. Delve into calculations, rare events, and conditional moment methods in this advanced mathematical lecture.
Add to list
21 Lesons
1 hour
On-Demand
Free-Video
Institute for Advanced Study

Are All Features Created Equal? - Aleksander Madry

0 rewiews
Explore machine learning's success, deep learning's appeal, and adversarial perturbations. Examine robust features, human vs. ML perspectives, and implications for data efficiency and image synthesis.
Add to list
22 Lesons
37 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

High Performance Image Distribution in Multi-Cluster Environments Using DragonFly

0 rewiews
Explore efficient image distribution in multi-cluster environments using DragonFly, featuring file acceleration, DAG-based distribution, and performance testing insights.
Add to list
12 Lesons
34 minutes
On-Demand
Free-Video
Aladdin Persson

Google PALM2 - Is It Better Than GPT4?

0 rewiews
Explore the capabilities of Google's PALM2 language model and compare its performance to GPT-4, examining key features and potential applications in AI technology.
Add to list
1 Lesons
26 minutes
On-Demand
Free-Video
Simons Institute

Differential Privacy & Variants

0 rewiews
Explore differential privacy and its variants, focusing on information-theoretic methods for enhancing trustworthiness in machine learning algorithms and applications.
Add to list
1 Lesons
56 minutes
On-Demand
Free-Video
USENIX

Empowered User Control: Learnings from Building Event Level Deletion

0 rewiews
Explore Meta's new privacy initiative enabling users to delete ad interaction history, impacting data infrastructure and feature representation in Facebook's ad ranking system.
Add to list
6 Lesons
15 minutes
On-Demand
Free-Video
Open Data Science

Real-Time Analytics and Built-In Machine Learning Models With a Single Database

0 rewiews
Explore real-time analytics and machine learning with HTAP databases. Learn to leverage SQL for model building and discover tools for efficient data infrastructure in this hands-on webinar.
Add to list
17 Lesons
55 minutes
On-Demand
Free-Video
Data Science Dojo

Time Series Analysis with the KNIME Analytics Platform - Preprocessing, Alignment, Imputation

0 rewiews
Learn time series analysis using KNIME: preprocessing, alignment, imputation, forecasting, and evaluation. Build a demand prediction application with (S)ARIMA and machine learning models through hands-on, codeless examples.
Add to list
22 Lesons
1 hour
On-Demand
Free-Video
Simons Institute

Benign Overfitting in Linear Prediction

0 rewiews
Explore the phenomenon of benign overfitting in linear prediction, its implications for deep learning, and its impact on adversarial examples in machine learning.
Add to list
12 Lesons
48 minutes
On-Demand
Free-Video
David Shapiro ~ AI

Starting on the Conductor Microservice

0 rewiews
Explore the development of a conductor microservice for AI systems, focusing on task prioritization, alignment, and creating a symphony of thought in artificial cognitive entities.
Add to list
19 Lesons
29 minutes
On-Demand
Free-Video
INSAIT Institute

Building Machine Learning Systems for the Era of Data-Centric AI

0 rewiews
Explore the evolution of ML systems beyond model training, focusing on data quality, trustworthiness, and regulatory compliance through systematic data debugging and cleaning approaches.
Add to list
1 Lesons
23 minutes
On-Demand
Free-Video
Edan Meyer

Reinforcement Learning in RTS Games

0 rewiews
Explore reinforcement learning in RTS games, examining recent breakthroughs and key factors driving success in AI models like OpenAI Five and AlphaStar.
Add to list
5 Lesons
23 minutes
On-Demand
Free-Video
David Shapiro ~ AI

Stress Testing Qdrant - Semantic Search with 90,000 Vectors - Lightning Fast Search Microservice

0 rewiews
Explore stress testing Qdrant for semantic search with 90,000 vectors. Learn to set up TensorFlow, generate data, and evaluate search efficiency in this hands-on tutorial.
Add to list
15 Lesons
35 minutes
On-Demand
Free-Video
Simons Institute

Unsupervised Representation Learning

0 rewiews
Explore hierarchical representation learning, common sense AI, and advanced neural network architectures with Yann LeCun. Gain insights into unsupervised learning and video prediction techniques.
Add to list
16 Lesons
1 hour 9 minutes
On-Demand
Free-Video
IEEE

Neutaint- Efficient Dynamic Taint Analysis with Neural Networks

0 rewiews
Explore efficient dynamic taint analysis using neural networks, overcoming limitations of traditional methods and improving performance in exploit analysis and fuzzing.
Add to list
16 Lesons
17 minutes
On-Demand
Free-Video
IEEE

Membership Inference Attacks against Machine Learning Models

0 rewiews
Explore membership inference attacks on machine learning models, focusing on techniques to determine if specific data was used in training, with implications for privacy and security in ML applications.
Add to list
11 Lesons
20 minutes
On-Demand
Free-Video
Data Science Dojo

Ethical Dimensions of Data Science

0 rewiews
Explore data science's ethical challenges, from systemic bias to machine learning ethics. Learn about past controversies and discover ways to create a more responsible future in this thought-provoking talk.
Add to list
14 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Mirantis

Kubeflow - Orchestrating AI Workflows on Kubernetes

0 rewiews
Discover how Kubeflow simplifies AI workflow orchestration on Kubernetes. Learn its functionality, components, and benefits for scaling machine learning solutions, with a live demo on installation and setup.
Add to list
14 Lesons
35 minutes
On-Demand
Free-Video
International Mathematical Union

Theory of Graph Neural Networks: Representation and Learning

0 rewiews
Explore the theory behind Graph Neural Networks, covering approximation, learning properties, and connections to graph isomorphism, equivariant functions, and dynamic programming.
Add to list
22 Lesons
46 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Introduction to Equivariant Machine Learning - IPAM at UCLA

0 rewiews
Explore fundamentals of equivariant machine learning, understanding symmetries in physical descriptions and implementation techniques for respecting these principles in ML models.
Add to list
1 Lesons
46 minutes
On-Demand
Free-Video
Simons Institute

Meta-Learning of Optimizers and Update Rules

0 rewiews
Explore cutting-edge techniques in meta-learning for optimizers and update rules, focusing on advancements in deep learning and their applications in AI research.
Add to list
1 Lesons
47 minutes
On-Demand
Free-Video
tinyML

1 kB and Not a Bit More - The Ideal Weight for a TinyML Model

0 rewiews
Explore automated creation of ultra-compact ML models for tiny smart devices, enabling efficient embedding in memory-constrained hardware without data science expertise.
Add to list
18 Lesons
35 minutes
On-Demand
Free-Video
Linux Foundation

Trustworthy AI in Network Operations

0 rewiews
Explore symbolic reinforcement learning, formal verification, and explainability in AI-based models for network operations, addressing challenges and advancements in trustworthy AI.
Add to list
6 Lesons
22 minutes
On-Demand
Free-Video
Software Engineering Courses - SE Courses

Comprehensive Guide to 160+ Best Stable Diffusion 1.5 Custom Models - Comparison and Download Script

0 rewiews
Comprehensive tutorial on downloading and comparing 160+ top Stable Diffusion 1.5 models, with detailed analysis of their performance, capabilities, and output quality across various prompts and resolutions.
Add to list
20 Lesons
46 minutes
On-Demand
Free-Video
Google

Developer Keynote: Latest Updates to Google's Developer Products and Platforms - Google I/O 2024

0 rewiews
Explore the latest updates to Google's developer products and platforms, covering AI APIs, mobile, web, cross-platform development, and AI models in this comprehensive keynote.
Add to list
7 Lesons
1 hour 13 minutes
On-Demand
Free-Video
RSA Conference

Scaling Your Defenses - Next Level Security Automation for Enterprise

0 rewiews
Learn to implement advanced security automation, from basic tasks to end-to-end processes, enhancing your organization's cyber defense capabilities and efficiency in handling increasing security workloads.
Add to list
22 Lesons
28 minutes
On-Demand
Free-Video
USENIX

The Secret Sharer - Evaluating and Testing Unintended Memorization in Neural Networks

0 rewiews
Explore techniques to evaluate and mitigate unintended memorization in neural networks, focusing on privacy risks and practical strategies for deep learning practitioners.
Add to list
10 Lesons
21 minutes
On-Demand
Free-Video
try! Swift Conference

Parsing Natural Languages in Swift

0 rewiews
Explore creating an MLModel for parsing natural languages in Swift, addressing ambiguity and context in language processing through practical iOS development techniques.
Add to list
1 Lesons
24 minutes
On-Demand
Free-Video
Devoxx

Continuous Deployment of Machine Learning Models

0 rewiews
Explore real-time ML model deployment at Auto Trader UK, featuring automated retraining, robust testing, and integration with existing infrastructure for efficient experimentation and reduced time-to-live.
Add to list
1 Lesons
50 minutes
On-Demand
Free-Video
GOTO Conferences

Auto Feature Engineering - Rapid Feature Harvesting Using DFS & Data Engineering Techniques

0 rewiews
Explore rapid feature harvesting for machine learning using Deep Feature Synthesis and data engineering techniques to accelerate model development and shorten time-to-market.
Add to list
1 Lesons
32 minutes
On-Demand
Free-Video
WeAreDevelopers

You Have Big Data Now What

0 rewiews
Explore data warehousing, ETL tools, and visualization techniques for managing big data. Learn about Smart Data, applying ML models, and real-life project examples from 2007 to present.
Add to list
1 Lesons
25 minutes
On-Demand
Free-Video
code::dive conference

Neural Networks Interactively - Right in Your Browser

0 rewiews
Explore neural networks interactively in your browser with TensorFlow.js. Learn about applications, demos, and privacy-focused machine learning projects through hands-on examples and visualizations.
Add to list
22 Lesons
1 hour 4 minutes
On-Demand
Free-Video
PyCon US

Feature Engineering is for Everyone

0 rewiews
Explore feature engineering techniques for data visualization, automation, and machine learning. Learn to create and select features from various data types using encodings, vectorization, and date manipulation.
Add to list
1 Lesons
2 hours 17 minutes
On-Demand
Free-Video
EuroPython Conference

Deep Learning with TensorFlow 2.0

0 rewiews
Explore TensorFlow 2.0's updates, including Keras API, and learn to build machine learning models in Python. Discover new features and gain practical insights for getting started.
Add to list
12 Lesons
32 minutes
On-Demand
Free-Video
PASS Data Community Summit

AI on the Edge - Cloud

0 rewiews
Explore the evolution of cloud computing with AI on the edge, focusing on pushing logic and ML models from Azure to edge applications using IoT Edge and its custom modules.
Add to list
1 Lesons
57 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

How to Improve Your Kubernetes Experience with Service Mesh and MLOps

0 rewiews
Optimize Kubernetes performance using machine learning and service mesh telemetry. Learn practical cases, model architecture, and data preparation for large-scale private cloud environments.
Add to list
18 Lesons
29 minutes
On-Demand
Free-Video
NDC Conferences

Predicting the Future as a Service with Azure ML and R

0 rewiews
Learn to create predictive analytics using Azure Machine Learning Studio. Explore data manipulation, R modules, publishing endpoints, and model retraining for easy, low-cost machine learning implementation.
Add to list
28 Lesons
59 minutes
On-Demand
Free-Video
NDC Conferences

Deep Learning with TensorFlow

0 rewiews
Interactive TensorFlow session: build deep learning models from basics to advanced concepts. Hands-on approach to creating and using models in applications, suitable for beginners and experienced developers alike.
Add to list
29 Lesons
1 hour 7 minutes
On-Demand
Free-Video
NDC Conferences

Deep Learning with TensorFlow

0 rewiews
Explore TensorFlow's fundamentals and create deep learning models through interactive discussions. Gain practical skills to develop and implement AI in your applications.
Add to list
17 Lesons
1 hour 6 minutes
On-Demand
Free-Video
NashKnolX

Data Governance with Unity Catalog

0 rewiews
Explore Databricks Unity Catalog's unified governance solution for data and AI on the lakehouse, enabling secure discovery, access, and collaboration across clouds.
Add to list
1 Lesons
29 minutes
On-Demand
Free-Video
NDC Conferences

How to Detect Malware in Encrypted Traffic Without Decryption

0 rewiews
Explore machine learning techniques for detecting malware in encrypted traffic without decryption. Learn about AI applications in cybersecurity and innovative approaches to network threat monitoring.
Add to list
1 Lesons
46 minutes
On-Demand
Free-Video
DevConf

Efficient Storage and Distribution of AI/ML Models Using OCI Artifacts

0 rewiews
Explore efficient storage, versioning, and distribution of AI/ML models using OCI Artifacts. Learn to break models into atomic units for optimized updates and reassembly on target devices.
Add to list
1 Lesons
35 minutes
On-Demand
Free-Video
Databricks

Lakehouse Monitoring - Profiling, Diagnosing, and Enforcing Data Quality with Intelligence

0 rewiews
Discover how Databricks Lakehouse Monitoring enhances data pipeline and ML model oversight, ensuring quality and governance for a self-serve data platform through continuous assessment and intelligent issue prevention.
Add to list
1 Lesons
42 minutes
On-Demand
Free-Video
Linux Foundation

The Dark Side of AI: Hidden Supply Chain Risks in Open-Source AI Models

0 rewiews
Explore security vulnerabilities in open-source AI models, including live demonstrations of exploits and techniques for embedding malicious code and data poisoning.
Add to list
1 Lesons
45 minutes
On-Demand
Free-Video
VinAI

Federated User Representation Learning: Privacy-Preserving Personalization in Distributed Systems

0 rewiews
Explore federated user representation learning for privacy-preserving collaborative personalization in machine learning, improving model quality while maintaining user privacy.
Add to list
1 Lesons
1 hour
On-Demand
Free-Video