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Average Ratings 0 Ratings
Description
Illuminate the black box and install 3LC to acquire the insights necessary for implementing impactful modifications to your models in no time. Eliminate uncertainty from the training process and enable rapid iterations. Gather metrics for each sample and view them directly in your browser. Scrutinize your training process and address any problems within your dataset. Engage in model-driven, interactive data debugging and improvements. Identify crucial or underperforming samples to comprehend what works well and where your model encounters difficulties. Enhance your model in various ways by adjusting the weight of your data. Apply minimal, non-intrusive edits to individual samples or in bulk. Keep a record of all alterations and revert to earlier versions whenever needed. Explore beyond conventional experiment tracking with metrics that are specific to each sample and epoch, along with detailed data monitoring. Consolidate metrics based on sample characteristics instead of merely by epoch to uncover subtle trends. Connect each training session to a particular dataset version to ensure complete reproducibility. By doing so, you can create a more robust and responsive model that evolves continuously.
Description
Baidu AI Cloud Machine Learning (BML) serves as a comprehensive platform for enterprises and AI developers, facilitating seamless data pre-processing, model training, evaluation, and deployment services. This all-in-one AI development and deployment system empowers users to efficiently manage every aspect of their projects. With BML, tasks such as data preparation, model training, and service deployment can be executed in a streamlined manner. The platform boasts a high-performance cluster training environment, an extensive array of algorithm frameworks, and numerous model examples, along with user-friendly prediction service tools. This setup enables users to concentrate on refining their models and algorithms to achieve superior prediction outcomes. Additionally, the interactive programming environment supports data processing and code debugging, making it easier for users to iterate on their work. Furthermore, the CPU instance allows for the installation of third-party software libraries and customization of the environment, providing users with the flexibility they need to tailor their machine learning projects. Overall, BML stands out as a valuable resource for anyone looking to enhance their AI development experience.
API Access
Has API
API Access
Has API
Integrations
Amazon Web Services (AWS)
Apache Arrow
Apache Parquet
Coco
Google Cloud Platform
Google Colab
Hugging Face
Jupyter Notebook
JupyterLab
Microsoft Azure
Integrations
Amazon Web Services (AWS)
Apache Arrow
Apache Parquet
Coco
Google Cloud Platform
Google Colab
Hugging Face
Jupyter Notebook
JupyterLab
Microsoft Azure
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
3LC
Website
3lc.ai/
Vendor Details
Company Name
Baidu
Founded
2000
Country
China
Website
intl.cloud.baidu.com/product/bml.html
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization