Social And Emotional Learning Courses

Shashank Kalanithi

Machine Learning for Beginners - Data Scientists and Analysts

Comprehensive introduction to machine learning for data professionals, covering key concepts, techniques, and practical applications in business contexts, with hands-on coding examples.

• YouTube
• 2 hours 27 minutes
• Self-Paced
• Free Video

Shashank Kalanithi

Hands on Machine Learning - Unsupervised Learning

Explore unsupervised learning techniques including clustering, dimensionality reduction, and Gaussian mixture models. Hands-on implementation using Python libraries for data analysis and visualization.

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

Rob Mulla

Time Series Forecasting with XGBoost - Use Python and Machine Learning to Predict Energy Consumption

Learn to predict energy consumption using XGBoost and Python in this hands-on tutorial. Covers data preparation, feature engineering, model building, and forecasting techniques for time series analysis.

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

Strange Loop Conference

Machine Learning for Developer Productivity

Explore innovative ML-driven software productivity tools, their impact on developer efficiency, and industry experiences. Gain insights into code prediction, autocomplete advancements, and future possibilities.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Client Side Deep Learning Optimization with PyTorch

Explore real-time computer vision on mobile devices using PyTorch. Learn model porting, optimization techniques, and performance benchmarking for client-side deep learning applications.

• YouTube
• 35 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Machine Learning for Relevance and Serendipity

Explore machine learning for personalized content discovery, featuring real-time relevance models, topical classification, and targeted serendipity in news recommendation systems.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Learning to Love JavaScript

Explore JavaScript's global impact, its role in web development, and why its imperfections may have contributed to its widespread adoption and enduring popularity.

• YouTube
• 36 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Realtime Hybrid Reinforcement Learning at Scale

Explore hybrid reinforcement learning for next best action recommendations, addressing challenges in incomplete feedback, dynamic actions, complex objectives, and real-time decision-making at scale.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Explainable AI - The Apex of Human and Machine Learning

Explore the emerging field of Explainable AI, its importance in high-risk domains, and how it bridges the gap between human cognition and machine learning for more intuitive and understandable AI systems.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Federated Learning - Private Distributed ML

Explore federated learning for private, distributed machine learning across devices or entities, addressing data sharing constraints while enabling collaborative model training.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Digital and Social Resilience through the NYC Mesh

Explore NYC Mesh's community-run network, empowering users with high-speed internet access, technical skills, and digital resilience through decentralized infrastructure and educational initiatives.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Scalable Anomaly Detection - With Zero Machine Learning

Explore Netflix's innovative approach to detecting anomalies in complex distributed systems using stream processing and simple algorithms, without relying on machine learning.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Machine Learning Failures - For Art

Explore hilarious machine learning failures in art, from cookie recipes to pony classification, and learn how to deliberately create amusing AI mistakes.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Democratizing AI - Back-Fitting End-to-End Machine Learning

Explore LinkedIn's journey in democratizing AI, enhancing modeler efficiency, and scaling machine learning across engineering teams through innovative infrastructure and practices.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Learning from Machines

Explore cognitive models inspired by machine learning, offering insights into perception, expertise, and trauma. Gain a new perspective on human cognition and self-awareness.

• YouTube
• 34 minutes
• Self-Paced
• Conference Talk