Social And Emotional Learning Courses

Data Science Conference

Bridging Gaps: Classic Approaches Beyond Deep Learning Constraints

Explore how classic techniques complement deep learning in real-world AI applications, from computer vision to complex optimization challenges, enhancing production system performance.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Data Science Conference

Deep Learning Module for Video Sound Recognition Using Azure Video Indexer

Discover how to enhance video transcription by integrating Azure Video Indexer with Databricks, implementing machine learning models for audio recognition and spectrogram classification.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Data Science Conference

Machine Learning in Production on Databricks - Deployment and Monitoring Best Practices

Discover practical strategies for deploying ML models in production using Databricks, covering CI/CD integration, monitoring best practices, and real-world implementation challenges.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Data Science Conference

Beyond Deep Learning: The Cognitive AI Frontier

Explore the cutting-edge developments in cognitive AI, examining breakthroughs beyond traditional deep learning and discovering new frontiers that shape the future of artificial intelligence.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Data Science Conference

Smart Acceleration of Video Lectures - Using Nonlinear Methods for Enhanced Learning

Discover innovative techniques for nonlinear video acceleration that enhance learning efficiency by emphasizing crucial content while reducing viewing time through data-driven optimization methods.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Data Science Conference

Practical Kimball Data Patterns for Machine Learning Data Warehousing

Discover how dimensional modeling and Kimball patterns can streamline machine learning projects, reduce data preparation time, and improve ML model development through practical warehouse design techniques.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Data Science Conference

Lightweight Deep Learning on Edge Devices - Energy Efficient Approaches

Discover efficient deep learning techniques for edge devices, focusing on energy-saving approximation methods that maintain accuracy while improving performance on smartphones and IoT devices.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Data Science Conference

Full Lifecycle Modeling with SAS Viya - Data Mining and Machine Learning

Master the complete data mining lifecycle using SAS Viya, from data preparation and exploration to building predictive models and deployment, enabling better business decisions through advanced analytics.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Data Science Conference

Multi-Task Learning in Transformer-Based Architectures for Natural Language Processing

Explore multi-task learning in transformers, covering adapter techniques, hypernetworks, and efficient solutions for training multiple NLP tasks with shared architectures and reduced computational costs.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Data Science Conference

AI-Driven Solutions for Text Anonymization - Implementing Machine Learning for Data Privacy

Explore AI-driven text anonymization techniques, from data labeling and NLP model training to implementing MLOps principles and human-in-the-loop processes for enhanced data privacy protection.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Data Science Conference

Learnings from Integrating Machine Learning Models into Production Software

Discover practical insights on integrating ML-based anomaly detection into data center monitoring systems, covering DevOps best practices, CI/CD pipelines, and container optimization.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Data Science Conference

How Deep Learning is Revolutionizing Sports Analytics

Explore how deep learning transforms sports analytics through player tracking, performance analysis, and data-driven decision making to revolutionize team strategies and viewer experiences.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Data Science Conference

Machine Learning with Google Cloud Platform

Discover the latest capabilities of Google Cloud Platform for data science and machine learning through an expert overview of platform features and functionalities.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Data Science Conference

Disrupting Supply Chain with Data Science - Using Machine Learning for Supply Chain Resilience

Discover how machine learning enhances supply chain resilience and visibility, helping businesses proactively address climate-related disruptions through advanced data science applications.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Data Science Conference

Optimizing Cloud Costs with Machine Learning - A CloudVane Story

Discover how machine learning powers CloudVane's innovative solution for forecasting cloud costs, detecting spending anomalies, and providing optimization recommendations for better cloud resource management.

• YouTube
• 24 minutes
• Self-Paced
• Free Video