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#AutoML

Showing: 98 courses
Kaggle

Intro to Machine Learning

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Dive into machine learning fundamentals with engaging videos covering models, data exploration, validation, and advanced concepts like random forests and AutoML.
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8 Lesons
30 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Automated Machine Learning Tuning with FLAML

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Explore automated machine learning and tuning using FLAML, a fast Python library. Learn to automate ML tasks, perform general tuning, and conduct zero-shot AutoML efficiently.
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1 Lesons
2 hours 59 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

CyclOps: A Framework for Data Extraction, Model Evaluation and Drift Detection in Clinical Machine Learning

0 rewiews
Explore CyclOps, a unified framework for healthcare ML, enabling data extraction, model evaluation, and drift detection in clinical settings. Streamline development of robust AI models.
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1 Lesons
30 minutes
On-Demand
Free-Video
Microsoft

Hugging Face on Azure - Partnership and Solutions Announcement

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Explore Hugging Face's integration with Azure, featuring state-of-the-art ML models, enterprise capabilities, and open-source collaboration for responsible machine learning.
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17 Lesons
37 minutes
On-Demand
Free-Video
Pragmatic AI Labs

MLOps Platforms From Zero - Databricks, MLFlow-MLRun-SKLearn

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Comprehensive guide to building MLOps platforms using Databricks, AutoML, SKLearn, and AWS. Covers end-to-end process from project setup to model deployment, including CI/CD, experimentation, and containerization.
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17 Lesons
2 hours 26 minutes
On-Demand
Free-Video
Pragmatic AI Labs

MLOps Masterclass - Theory to DevOps to Cloud-Native to AutoML

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Comprehensive guide to MLOps: from theory to implementation, covering DevOps, cloud-native solutions, and AutoML. Learn to build, deploy, and manage machine learning systems across various platforms and technologies.
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39 Lesons
2 hours 36 minutes
On-Demand
Free-Video
Alexander Amini

MIT 6.S191 - Deep Learning Limitations and New Frontiers

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Explore deep learning limitations, adversarial attacks, uncertainty quantification, and AutoML in this lecture. Gain insights into neural network challenges and emerging frontiers in AI research.
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24 Lesons
36 minutes
On-Demand
Free-Video
Databricks

What's New with Databricks Machine Learning

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Explore Databricks' latest ML innovations, from data preparation to model deployment, in a detailed demo showcasing simplified lifecycle management and enhanced productivity features.
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8 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Apache Spark, Data Science, and Machine Learning Advances - Data + AI Summit 2021 Keynote

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Explore AI advancements, data science, MLOps, and Databricks Lakehouse Platform innovations. Featuring industry leaders and Bill Nye, this keynote covers MLFlow updates, AutoML, and practical machine learning solutions.
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24 Lesons
2 hours 18 minutes
On-Demand
Free-Video
Databricks

AutoML Toolkit Deep Dive - Automating Feature Engineering and Model Optimization

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Explore Databricks Labs' AutoML Toolkit for automating feature engineering, model selection, tuning, and deployment. Learn to accelerate machine learning workflows and enhance productivity.
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24 Lesons
1 hour
On-Demand
Free-Video
Databricks

Augmenting Machine Learning with Databricks Labs AutoML Toolkit

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Explore how Databricks Labs AutoML Toolkit simplifies and optimizes machine learning processes, from data preparation to model optimization, using financial loan risk data examples.
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16 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Low-Code Machine Learning on Databricks with AutoML

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Discover how to build, train, and deploy ML models using Databricks AutoML and low-code tools, empowering users of all expertise levels to create predictive analytics solutions.
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17 Lesons
34 minutes
On-Demand
Free-Video
Krish Naik

EvalML AutoML Library to Automate Feature Engineering, Feature Selection, Model Creation and Tuning

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Explore EvalML, an AutoML library automating feature engineering, selection, model creation, and tuning. Learn to streamline your data science workflow and improve project efficiency.
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6 Lesons
23 minutes
On-Demand
Free-Video
1littlecoder

AutoML Frameworks Accuracy Comparison with Kaggle Data

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Explore the performance of popular AutoML frameworks across 10 Kaggle competitions, analyzing their accuracy and effectiveness in tackling real-world machine learning challenges.
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1 Lesons
20 minutes
On-Demand
Free-Video
Nicholas Renotte

Building an AutoML Web App with Python, Pandas Profiling, PyCaret, and Streamlit

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Build an AutoML web app using Python, Pandas Profiling, PyCaret, and Streamlit in this hands-on tutorial. Learn to create a powerful machine learning tool quickly and efficiently.
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1 Lesons
24 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Turbo-Charging Data Science with AutoML

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Explore open-source AutoML tools and cloud provider options to enhance data science workflows. Hands-on demonstration of installation, usage, and unique features for improved efficiency.
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1 Lesons
1 hour 49 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Simplifying Machine Learning Lifecycle Management in Healthcare

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Explore end-to-end ML lifecycle in healthcare using Azure services. Learn data ingestion, model creation, deployment, and visualization for real-time patient predictions and batch scoring.
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1 Lesons
2 hours 12 minutes
On-Demand
Free-Video
Databricks

AutoML Time Series Forecasting for Infrastructure Resources

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Spark-based AutoML framework for scalable time series forecasting of IT infrastructure resources, enabling efficient long-term planning and daily dynamic provisioning.
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1 Lesons
34 minutes
On-Demand
Free-Video
SQLBits

Automated Machine Learning on Azure - Comparing Azure ML Service and Azure Databricks

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Explore AutoML on Azure Machine Learning Service and Azure Databricks to quickly build and deploy ML models, reducing time and expertise required for preprocessing and model creation.
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1 Lesons
49 minutes
On-Demand
Free-Video
SQLBits

Model Creation in Azure AutoML and Ingestion Through Excel

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Explore Azure AutoML for machine learning, from model creation to Excel integration via VBA, with a focus on practical applications and time-saving techniques.
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1 Lesons
37 minutes
On-Demand
Free-Video
Open Data Science

Auto-Train a Time-Series Forecast Model with AML & ADB

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Learn to auto-train time-series forecast models using Azure Machine Learning and Azure Databricks for large-scale enterprise solutions in supply chain, healthcare, insurance, and finance.
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29 Lesons
54 minutes
On-Demand
Free-Video
Databricks

Auto-Train a Time-Series Forecast Model with Azure Machine Learning and Azure Databricks

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Discover how to efficiently build accurate forecasting models at scale using Azure Machine Learning and Azure Databricks, enhancing enterprise AI/ML capabilities for various industries.
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6 Lesons
27 minutes
On-Demand
Free-Video
Learn With Jason

Machine Learning with TensorFlow in JavaScript - Learn With Jason

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Explore the exciting possibilities of machine learning using TensorFlow.js. Learn to implement object detection, image classification, and other ML techniques in web applications.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Discover AI

Creating Instruction Datasets for LLM Fine-tuning - A Beginner's Guide

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Discover comprehensive strategies for creating instruction datasets and fine-tuning LLMs, from basic concepts to advanced techniques for both coders and non-coders in AI model development.
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10 Lesons
25 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Efficient AutoML with Ludwig, Ray, and Nodeless Kubernetes

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Explore efficient AutoML using Ludwig and Ray, leveraging heuristics for model production. Learn how Nodeless Kubernetes optimizes GPU resource management, reducing costs in cloud environments.
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1 Lesons
28 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Managing Thousands of Automatic Machine Learning Experiments with Argo and Katib

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Explore best practices for managing large-scale AutoML experiments using Argo and Katib in cloud-native environments, focusing on hyperparameter tuning and workflow orchestration.
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13 Lesons
27 minutes
On-Demand
Free-Video
AutoML Seminars

Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How

0 rewiews
Discover a methodology for efficiently selecting and fine-tuning pretrained models through meta-learning, optimizing model selection and hyperparameter configurations for new datasets.
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1 Lesons
40 minutes
On-Demand
Free-Video
AutoML Seminars

LLMs for Automated Data Science - Introducing CAAFE for Context-Aware Automated Feature Engineering

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Discover how CAAFE leverages large language models to enhance automated feature engineering in data science, improving model performance through context-aware feature generation and semantic understanding.
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1 Lesons
30 minutes
On-Demand
Free-Video
AutoML Seminars

Challenges in Hyperparameter Optimization for Reinforcement Learning - Understanding AutoRL Through AutoML

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Explore the complexities of hyperparameter optimization in Reinforcement Learning, examining AutoML tools and methods to better understand and tune RL algorithms for improved performance.
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1 Lesons
32 minutes
On-Demand
Free-Video
AutoML Seminars

Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows

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Discover advanced Bayesian optimization techniques for biomedical data analysis, focusing on multi-objective approaches with heuristic objectives in unsupervised bioinformatics workflows.
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20 Lesons
42 minutes
On-Demand
Free-Video
AutoML Seminars

Hyperparameter Optimization and Algorithm Configuration from a Black-Box Optimization Perspective

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Explore dynamic algorithm configuration and hyperparameter optimization approaches, comparing AutoML and black-box optimization methods for efficient, adaptive parameter tuning.
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13 Lesons
48 minutes
On-Demand
Free-Video
AutoML Seminars

Open Source Vizier: Distributed Infrastructure for Blackbox Optimization and Hyperparameter Tuning

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Explore Google's Vizier system for blackbox optimization and hyperparameter tuning, covering its distributed infrastructure, Python implementation, and integration with AutoML ecosystem.
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10 Lesons
42 minutes
On-Demand
Free-Video
Prodramp

A Deep Dive into Machine Learning and MLOps Pipeline with Model Registry and Feature Store

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Explore key components of modern ML pipelines: AutoML, observability, model registry, transformation, and feature store. Learn to build scalable, reliable MLOps systems for enterprise-level machine learning.
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15 Lesons
58 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Agile Data Science - Achieving Salesforce-Scale Machine Learning in Production

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Explore Salesforce's approach to Agile Data Science, from AutoML and experimentation to deployment and monitoring. Learn how to scale machine learning in production and adopt truly Agile methodologies.
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53 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Data Science Dojo

Building and Deploying a Model Using AutoML in Azure ML - Azure Tutorial for Beginners

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Learn to streamline machine learning model development with Azure AutoML. Explore algorithm selection, hyperparameter tuning, and evaluation metrics for efficient model creation and deployment.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Prodramp

Intelligent Model Deployment and Consumer Pipeline With DataRobot AI Cloud Platform

0 rewiews
Explore DataRobot AI Cloud's MLOps capabilities, including model deployment, registry, and inference. Learn to deploy models from leaderboards and consume them via API, stream, local mode, and job workflows.
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19 Lesons
43 minutes
On-Demand
Free-Video
Open Data Science

Accelerating the Journey to Document Understanding AI

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Unlock document value with AI: transform unstructured data into actionable insights using Vision and NLP. Learn possibilities, capabilities, and implementation strategies for Document AI technology.
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15 Lesons
32 minutes
On-Demand
Free-Video
Databricks

Scalable AutoML for Time Series Forecasting Using Ray

0 rewiews
Explore scalable AutoML for time series forecasting using Ray, covering feature generation, model selection, and hyper-parameter tuning. Learn from real-world applications and experiences in various industries.
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9 Lesons
22 minutes
On-Demand
Free-Video
tinyML

TinyML AutoML Tutorial: Building Production-ready Models with Imagimob AI

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Explore Imagimob AI platform for creating production-ready ANN models for time-series data on resource-constrained devices. Learn data visualization, preprocessing, model training, and evaluation techniques.
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21 Lesons
57 minutes
On-Demand
Free-Video
tinyML

TinyML Auto ML Deep Dive: GAPflow - From TFLite and ONNX to Optimized C Code

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Explore GAPflow: transform neural networks into optimized C code for ultra-low-power GAP processors. Learn quantization, validation, and memory allocation for efficient AI deployment on energy-constrained devices.
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12 Lesons
40 minutes
On-Demand
Free-Video
tinyML

TinyML Auto ML Deep Dive: Streaming Analytics for Edge Devices

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Explore streaming analytics for edge devices with Stream Analyze's platform. Learn to develop, deploy, and monitor edge AI solutions using real-time data processing and on-device intelligence.
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31 Lesons
1 hour
On-Demand
Free-Video
tinyML

State of the TinyAutoML Market - Keynote

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Explore the emerging tinyAutoML market, its challenges, opportunities, and potential impact on IoT and edge computing. Gain insights from industry experts on automating tiny machine learning applications.
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9 Lesons
33 minutes
On-Demand
Free-Video
tinyML

Optimizing AutoML for the tinyML Future

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Optimizing AutoML for tinyML: Balancing accuracy, latency, and power efficiency through hardware-aware techniques and full signal flow optimization from sensor to inference.
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15 Lesons
27 minutes
On-Demand
Free-Video
tinyML

EON Tuner - AutoML for Constrained Devices in TinyML

0 rewiews
Explore AutoML for constrained devices with EON Tuner, optimizing tinyML models through pre-processing, DSP, and ML combinations while considering device limitations and real-world performance.
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17 Lesons
29 minutes
On-Demand
Free-Video
tinyML

Suitability of TinyML for Predictive Maintenance in High-Tech Manufacturing

0 rewiews
Explore how TinyML and edge analytics predict equipment failures in high-tech manufacturing, reducing downtime and increasing productivity through SensiML and Adapdix EdgeOps integration.
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8 Lesons
21 minutes
On-Demand
Free-Video
tinyML

TinyML Talks Germany - AutoFlow - An Open Source Framework to Automatically Implement Neural

0 rewiews
Explore AutoFlow: an open-source framework for automating neural network implementation on embedded devices, covering model building, optimization, and deployment.
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14 Lesons
39 minutes
On-Demand
Free-Video
tinyML

Train One Network and Specialize It for Efficient Deployment

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Explore efficient neural network deployment across diverse devices using the Once-for-All network approach, which enables quick specialization without retraining and outperforms state-of-the-art methods on edge devices.
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19 Lesons
36 minutes
On-Demand
Free-Video
Nvidia

Modern Medical Image Segmentation, AutoML, and Beyond

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Explore advanced medical image segmentation techniques, including AutoML and deep learning, for improved disease understanding and clinical diagnosis.
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11 Lesons
53 minutes
On-Demand
Free-Video
tinyML

AutoML + TinyML with Edge Impulse's EON Tuner

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Explore AutoML for TinyML with Edge Impulse's EON Tuner. Learn how to optimize embedded machine learning models within device constraints for innovative applications.
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35 Lesons
1 hour 1 minute
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Building AutoML Pipelines with Argo Workflows and Katib

0 rewiews
Explore AutoML pipelines using Argo Workflows and Katib for efficient model selection and hyperparameter tuning in Kubernetes environments, enhancing MLOps processes.
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1 Lesons
22 minutes
On-Demand
Free-Video
Linux Foundation

Securing ML Workloads with Kubeflow and MLOps - Pwned By Statistics

0 rewiews
Learn to secure machine learning workloads using Kubeflow and MLOps. Explore techniques like model extraction, hidden data attacks, and leakage detection to protect your ML pipelines and models.
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25 Lesons
51 minutes
On-Demand
Free-Video
Open Data Science

Accelerate Your AI-ML Initiatives and Deliver Business Value Quickly

0 rewiews
Discover strategies for rapid AI deployment, overcoming adoption challenges, and delivering tangible business value through pre-integrated frameworks, AutoML, and industry-specific solutions.
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7 Lesons
33 minutes
On-Demand
Free-Video
Linux Foundation

Crafting Superior ML Pipelines with SapientML

0 rewiews
Discover SapientML: Revolutionizing AutoML with direct ML code generation. Learn how it creates optimized pipelines for tabular data prediction, enhancing AI/MLOps efficiency and transparency.
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1 Lesons
17 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

AutoML and Training Working Group Updates - Kubeflow Developments

0 rewiews
Explore AutoML and Training Working Group updates for Kubeflow, including Katib's V1 API graduation, advanced parameter distribution, and LLM tuning, plus Training Operator's roadmap for enhanced ML framework support.
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1 Lesons
36 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

AutoML and Training Working Group Updates for Kubeflow

0 rewiews
Explore AutoML and Training Working Group updates for Kubeflow, including Katib's 2024 roadmap, Training Operator enhancements, and advancements in distributed ML training on Kubernetes.
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1 Lesons
36 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Neural Architecture Search: Coming of Age

0 rewiews
Explore Neural Architecture Search advancements, including benchmarks, speedup techniques, AutoML integration, and neural ensemble search. Gain insights from a leading expert in automated machine learning.
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1 Lesons
58 minutes
On-Demand
Free-Video
Oracle

Predict the Future - or Don't - with Machine Learning in Applications

0 rewiews
Explore machine learning for data-driven predictions in enterprise applications using Oracle Machine Learning. Learn through code examples and demos how to build models and apply insights on database data.
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6 Lesons
22 minutes
On-Demand
Free-Video
Devoxx

AutoML + ML APIs = Machine Learning for All Developers

0 rewiews
Explore how AutoML and ML APIs enable developers to build smart applications using pre-trained models and customization techniques, with live demo and practical insights.
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1 Lesons
51 minutes
On-Demand
Free-Video
Devoxx

Computer Vision - British Clay

0 rewiews
Explore AutoML techniques for image classification, comparing tools to build models from labeled samples. Discover the ease of detecting Wallace vs. Gromit in this hands-on demo.
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1 Lesons
30 minutes
On-Demand
Free-Video
GOTO Conferences

Explainable AI Explained for Developers

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Discover the importance of Explainable AI for developers, learn practical tools for interpreting machine learning models, and understand its business implications in this insightful presentation.
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11 Lesons
32 minutes
On-Demand
Free-Video
GOTO Conferences

COVID-19 - Data Science and Expertise

0 rewiews
Explore data science applications in COVID-19 prediction, including county-level forecasting and chest X-ray analysis. Learn about model building, AutoML, and the crucial role of domain expertise in improving predictions.
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16 Lesons
22 minutes
On-Demand
Free-Video
NDC Conferences

ML BuzzWords Demystified

0 rewiews
Demystifies latest ML trends like Reinforcement Learning, AutoML, and ML bias. Provides clear insights into complex concepts, ensuring you're up-to-date with the field's advancements.
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39 Lesons
53 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

AutoML의 현재와 미래 - 산업 현장에서의 실제 활용 사례

0 rewiews
Discover how AutoML technology evolved from a buzzword to an essential industrial tool, exploring its current applications and future challenges at SK Group through real-world implementation cases.
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1 Lesons
21 minutes
On-Demand
Free-Video
Data Science Conference

Boosting Data Science Routines with DataArt's AutoML Platform

0 rewiews
Discover how DataArt's DS/ML Platform automates data science workflows through feature engineering, model selection, and deployment - suitable for both expert and citizen data scientists.
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1 Lesons
28 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Declarative Machine Learning Systems - Ludwig and Predibase

0 rewiews
Explore declarative machine learning systems, focusing on Ludwig framework and Predibase enterprise solution for flexible, simplified ML infrastructure.
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1 Lesons
27 minutes
On-Demand
Free-Video
SQLBits

How to Get Started with Computer Vision AutoML in Azure

0 rewiews
Leverage Azure Computer Vision to build and deploy advanced image processing models without extensive coding, jumpstarting your journey into AI-powered visual analysis.
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1 Lesons
16 minutes
On-Demand
Free-Video
Google Cloud Tech

Introduction to Vertex AI - Build Series Episode 9

0 rewiews
Explore Vertex AI on Google Cloud: Learn about machine learning options, AutoML, custom models, and see demos on dataset creation, model building, and classification.
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15 Lesons
17 minutes
On-Demand
Free-Video
Google Cloud Tech

Getting Started with Google Cloud ML APIs

0 rewiews
Explore Google Cloud ML APIs for startups. Learn to select, use pre-trained models, and customize AI solutions. Discover natural language, vision, speech, and video intelligence capabilities.
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12 Lesons
21 minutes
On-Demand
Free-Video
MLOps.community

Solving LLM Data Problems with Vector Databases - Part 2

0 rewiews
Explore vector databases' role in LLM apps, focusing on solving data issues and democratizing access to this technology for efficient billion-scale vector search.
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1 Lesons
29 minutes
On-Demand
Free-Video
Alexander Amini

Deep Learning New Frontiers

0 rewiews
Explore deep learning limitations and new frontiers, including expressivity, generalization, adversarial attacks, uncertainty, and AutoML. Gain insights into cutting-edge developments in neural networks.
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12 Lesons
38 minutes
On-Demand
Free-Video
NDC Conferences

Taking Models to the Next Level with Azure Machine Learning

0 rewiews
Explore Azure Machine Learning for custom model training, from pre-built cognitive services to AutoML and hyperparameter tuning, with practical examples for text analysis and sentiment analysis.
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23 Lesons
57 minutes
On-Demand
Free-Video
AutoML Seminars

Hyperparameter Tuning on the Cloud - Optimizing Machine Learning Models with SEER and Rubberband

0 rewiews
Master hyperparameter tuning optimization in cloud environments through SEER algorithm and Rubberband system, focusing on maximizing model accuracy while minimizing costs and time constraints.
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12 Lesons
44 minutes
On-Demand
Free-Video
AutoML Seminars

AutoMoE - Neural Architecture Search for Efficient Sparsely Activated Transformers

0 rewiews
Discover how Neural Architecture Search optimizes Transformer models through sparse activation, achieving 4x FLOP reduction while maintaining performance in machine translation tasks.
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1 Lesons
47 minutes
On-Demand
Free-Video
AutoML Seminars

AutoGluon 1.0 - Shattering SOTA with Zeroshot-HPO and Dynamic Stacking

0 rewiews
Discover how AutoGluon 1.0 revolutionizes machine learning with Zeroshot-HPO and Dynamic Stacking, achieving superior performance in automated model training and ensemble stability.
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1 Lesons
45 minutes
On-Demand
Free-Video
AutoML Seminars

Multi-objective Differentiable Neural Architecture Search

0 rewiews
Explore advanced techniques in neural architecture optimization across multiple objectives and hardware devices, focusing on Pareto front profiling and hypernetwork-based solutions.
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1 Lesons
43 minutes
On-Demand
Free-Video
AutoML Seminars

Vanilla Bayesian Optimization Performs Great in High Dimensions

0 rewiews
Discover how scaling Gaussian process lengthscale prior with dimensionality enables vanilla Bayesian optimization to excel in high-dimensional optimization problems, outperforming complex alternatives.
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1 Lesons
35 minutes
On-Demand
Free-Video
AutoML Seminars

Mixture-of-Supernets - Improving Weight-Sharing Supernet Training with Architecture-Routed MoE

0 rewiews
Explore cutting-edge research on Mixture-of-Supernets architecture that enhances neural architecture search efficiency and improves BERT and MT model performance through innovative weight-sharing techniques.
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1 Lesons
35 minutes
On-Demand
Free-Video
AutoML Seminars

Searching for Neural Architectures from Fundamental Operations - An Introduction to einspace

0 rewiews
Explore neural architecture search through einspace, a novel approach using fundamental operations to discover diverse and competitive network architectures for machine learning tasks.
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1 Lesons
38 minutes
On-Demand
Free-Video
AutoML Seminars

The AI Scientist - Towards Fully Automated Open-Ended Scientific Discovery

0 rewiews
Explore groundbreaking research on autonomous AI systems capable of conducting end-to-end scientific discovery, from generating ideas to writing papers and performing peer reviews in machine learning.
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1 Lesons
52 minutes
On-Demand
Free-Video
AutoML Seminars

Large Language Models to Enhance Bayesian Optimization

0 rewiews
Discover how Large Language Models enhance Bayesian optimization through LLAMBO, improving hyperparameter tuning and black-box function optimization with natural language integration.
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1 Lesons
31 minutes
On-Demand
Free-Video
Data Science Festival

Using MLflow and Databricks to Deploy ML Models in Production

0 rewiews
Explore MLflow and Databricks for production ML model deployment. Learn end-to-end management, model tracking, and deployment strategies, plus Databricks' Feature Store and AutoML.
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1 Lesons
58 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

AutoML Towards Deep Learning: Optimizing Neural Architectures and Hyperparameters

0 rewiews
Explore advances in AutoML for Deep Learning, focusing on joint optimization, efficiency, and robustness. Learn about the future of automated neural architecture and hyperparameter optimization.
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1 Lesons
57 minutes
On-Demand
Free-Video
Devoxx Poland

Building Smarter Solutions With No Expertise in Machine Learning

0 rewiews
Discover how to create intelligent solutions without ML expertise. Learn practical approaches to leverage AI technologies for smarter applications.
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1 Lesons
51 minutes
On-Demand
Free-Video
NashKnolX

AutoML in Vertex AI for MLOps

0 rewiews
Explore AutoML in Vertex AI for MLOps, streamlining model training, comparison, and deployment on Google Cloud's unified platform.
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1 Lesons
45 minutes
On-Demand
Free-Video
NashKnolX

Amazon SageMaker for MLOps

0 rewiews
Explore automated machine learning with Amazon SageMaker, covering AutoML for model training and deployment to AWS endpoints.
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1 Lesons
42 minutes
On-Demand
Free-Video
NashKnolX

MLOps on Google Vertex AI: Enhancing Machine Learning Workflows

0 rewiews
Explore Google's Vertex AI suite to enhance MLOps efficiency and management in machine learning workflows, focusing on its comprehensive capabilities.
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1 Lesons
55 minutes
On-Demand
Free-Video
MLOps.community

Democratizing AI - Vector Databases and LLM Applications

0 rewiews
Explore vector databases, LLM app building, and AI democratization with Yujian Tang. Learn about Milvus, production use cases, data challenges, and the future of AI technologies.
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22 Lesons
54 minutes
On-Demand
Free-Video
Anyscale

Predibase: A Low-Code Deep Learning Platform Built for Scale

0 rewiews
Explore Predibase: a low-code deep learning platform combining large-scale ML with state-of-the-art architectures for NLP, computer vision, and tabular data, built on Ludwig and Ray for scalable, end-to-end solutions.
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1 Lesons
32 minutes
On-Demand
Free-Video
tinyML

Taking Control of Edge AI Projects - Tools and Automation

0 rewiews
Explore the need for improved tools and automation in edge AI projects, featuring insights on SensiML's Piccolo AI™ open-source suite for TinyML development.
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1 Lesons
56 minutes
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Free-Video
Databricks

Unlock Data and AI Potential with a Fully Orchestrated Health Lakehouse

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Explore how a modern healthcare data lakehouse integrates diverse data sources, leveraging AI and orchestration for improved patient care, risk management, and clinical decision support.
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1 Lesons
38 minutes
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Data Science Festival

Your First Data Science Project: Planning for Success

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Learn effective project management techniques for data science, covering agile and waterfall methodologies, autoML, model monitoring, and data drift to ensure successful implementation of data-driven initiatives.
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1 Lesons
1 hour 3 minutes
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Toronto Machine Learning Series (TMLS)

Deep AutoViML for TensorFlow Models and MLOps Workflows

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Explore Deep AutoViML for building powerful TensorFlow models and MLOps workflows. Learn to fast prototype data pipelines and models using TF 2.4+ and Keras preprocessing layers.
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1 hour 27 minutes
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MIT HAN Lab

Neural Architecture Search - Part I

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Explore neural architecture search techniques, focusing on automated design of efficient deep learning models for various applications.
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1 hour 14 minutes
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MIT HAN Lab

Neural Architecture Search - Part I (EfficientML.ai) - Lecture 7

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Explore neural architecture search techniques for optimizing deep learning models, covering fundamentals, methods, and applications in AI efficiency.
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1 hour 14 minutes
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MIT HAN Lab

Neural Architecture Search Part I - Lecture 7

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Explore neural architecture search techniques for optimizing deep learning models, covering fundamental concepts and cutting-edge approaches in AI efficiency.
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1 hour 6 minutes
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MIT HAN Lab

Neural Architecture Search Part I - Lecture 7

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Explore neural architecture search techniques for optimizing deep learning models, focusing on automated design and efficiency in AI systems.
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1 hour 6 minutes
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ChemicalQDevice

Brain Disorders and Quantum Computing for Neuroradiologists

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Explore quantum computing's potential in neuroradiology, focusing on AI applications for brain MRI analysis and the benefits of hybrid quantum systems for processing large datasets in medical imaging.
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1 hour 7 minutes
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Center for Language & Speech Processing(CLSP), JHU

AutoML for Natural Language Processing - EACL 2013 Tutorial

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Explore AutoML techniques for NLP, covering hyperparameter optimization and neural architecture search to improve model-building rigor and efficiency.
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2 hours 44 minutes
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