Uncertainty Management Courses and Certifications

Simons Institute

Deep Robust Reinforcement Learning and Regularization

Explore robust reinforcement learning, addressing uncertainties in deep RL through regularization techniques. Gain insights into robust MDPs, policy evaluation, and uncertainty-aware Bellman equations.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Knowledge and Uncertainty

Learn the math behind uncertainty — and how to get rid of it!

• Brilliant
• 4 hours
• On-Demand
• Paid Course

TEDx

Fighting Fears to Unlock a World of Possibilities

Inspiring journey of self-discovery through solo travel, overcoming fears, and embracing the unknown. Explores underwater wonders, emphasizes ocean conservation, and encourages personal growth through facing challenges.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

TED

Three Principles for Creating Safer AI

Explore principles for developing safe AI with uncertainty, common sense, and human values, aiming to harness superintelligent AI's power while preventing potential catastrophic outcomes.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

Data Science Dojo

Translating Data into Effective Decisions - Data Driven Decision Making - Data-Backed Decisions

Learn a systematic process to leverage machine learning for improved decision-making, focusing on actionable metrics, key levers, and embracing uncertainty to drive better business outcomes.

• YouTube
• 53 minutes
• On-Demand
• Free Video

NDC Conferences

Uncertain Models - Learning from the Past and Optimizing for the Future

Explore ensemble-based methods for handling uncertainty in engineering decisions, focusing on reservoir planning and windmill farm design. Learn about Kalman Filter variants and gradient approximation techniques.

• YouTube
• 40 minutes
• On-Demand
• Conference Talk

Devoxx

An Introduction to Residuality Theory

Explore a revolutionary software design theory that models systems as interconnected residues, using complexity science to manage uncertainty in complex business environments.

• YouTube
• 47 minutes
• On-Demand
• Conference Talk

TEDx

Dimensions of Decisions to Define Destiny

Explore decision-making dimensions of control and performance, and their impact on shaping one's destiny. Gain insights from an experienced professional in business and management.

• YouTube
• 19 minutes
• On-Demand
• Conference Talk

TED

How Great Leaders Take On Uncertainty

Vimeo CEO Anjali Sud shares insights on leading with humanity and flexibility in uncertain times, discussing remote work, burnout, and adapting to new generations' needs for a more empowering workplace.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

Alfredo Canziani

Prediction and Planning Under Uncertainty

Explore prediction and planning in uncertain environments, covering model predictive control, stochastic scenarios, and practical applications in AI decision-making.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

WatchArtSci

Planning in the Face of Uncertainty

Explore strategies for navigating uncertainty, from natural disasters to career changes, with insights on adaptability, risk assessment, and decision-making in unpredictable situations.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Gartner

How Data and Analytics Unleash Innovation and Transform Uncertainty

Explore how data and analytics drive innovation and transform uncertainty in business. Learn strategies for leveraging metadata, synthetic data, and augmented analytics to make better decisions and maximize outcomes.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

TED

The Courage to Live with Radical Uncertainty

Inspiring journey of a cancer survivor turned oncologist, exploring how embracing uncertainty can lead to a fulfilling life with equal opportunities and challenges.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

Australian Water School

Managing Uncertainty in Water Resource Modelling

Explore uncertainty analysis in water resource modeling, covering parameter selection, handling external uncertainties, model adaptation, and incorporating observations for improved predictions.

• YouTube
• 45 minutes
• On-Demand
• Free Video

TEDx

How Failures Fuel the Innovation Engine

Discover how embracing failure and uncertainty can drive innovation. Learn to reframe setbacks as opportunities for growth and breakthrough ideas in this insightful talk by an experienced entrepreneur.

• YouTube
• 16 minutes
• On-Demand
• Free Video