Open Data Science Courses

Impact of Data Science on Social Media Data - Jyotika Singh

2 reviews

Learn from Jyotika Singh, Director of Data Science at Placemakr, about the impact of data science on social media data in this less than 1-hour material from Open Data Science.

• YouTube
• 40 minutes
• On-Demand
• Free Online Course

Artificial Intelligence Safety and Security - Roman V. Yampolskiy, PhD

2 reviews

Explore AI's impact on cybersecurity with Open Data Science. Learn about AI-enabled cyberattacks, defense strategies, and AI's future role in safety and security. Less than 1-hour workload.

• YouTube
• 40 minutes
• On-Demand
• Free Online Course

Mapping Geographic Data in R - Joy Payton

Learn to use R for mapping public data, finding patterns, and creating web-ready maps with Open Data Science. Gain skills in data visualization and product creation in under an hour.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

Meaning Representation for Natural Language Understanding - Mariana Romanyshyn - ODSC Europe 2019

Explore abstract meaning representation (AMR) in natural language processing with Open Data Science. Learn AMR building algorithms and their applications in under an hour.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

Accelerating AI-Driven Innovation in Your Enterprise - ODSC West 2019

Learn to develop Machine Learning applications, execute innovation roadmaps, and design online experiments with Open Data Science. Less than 1 hour workload.

• YouTube
• 54 minutes
• On-Demand
• Free Online Course

Recent Advances in Machine Learning with Applications to Internet of Things - Adam McElhinney

Explore the application of machine learning to IoT with Open Data Science. Understand failure prediction, the value of IoT, and the challenges of data-driven approaches. Less than 1-hour workload.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

How LinkedIn Navigates Streams Infrastructure Using Cruise Control - Adem Efe Gencer, PhD

Learn to manage large-scale Kafka clusters using Cruise Control at LinkedIn, with real-world scenarios and tutorials. Offered by Open Data Science, under 1 hour.

• YouTube
• 57 minutes
• On-Demand
• Free Online Course

Generative Adversarial Networks for Image Synthesis and Translation - Dr. Jan Kautz

Explore Generative Adversarial Networks with Open Data Science's workshop. Learn to generate images, modify GAN implementations, and understand recent improvements in GAN loss functions.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

What to Expect When You Are Putting AI in Production - Dr. David Talby

Learn to navigate AI system failures in production with real-world case studies and best practices from Fortune 500 companies, offered by Open Data Science. Less than 1-hour workload.

• YouTube
• 28 minutes
• On-Demand
• Free Online Course

Elementary Worldly Data Science - Josh Wills

Explore the impact of data science on society, learn about decision making, quantitative thinking, and organizational decomposition in this less than 1-hour material from Open Data Science.

• YouTube
• 51 minutes
• On-Demand
• Free Online Course

Data Science for Risk Mitigation in a Global Economy - ODSC East 2019

Learn to deploy data science strategies across multiple geographies with unique risk factors in under an hour with Open Data Science. Topics include analytics, cloud variability, and data governance.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

Building an Automation First Data Science Team - Dr. Greg Michaelson

Explore the concept of "citizen data scientists" with Dr. Greg Michaelson in this short program by Open Data Science. Learn how to effectively integrate skilled and citizen data scientists in an organization.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

Data Science for Health and Wellness - Dr. Robert Haslinger

Explore the intersection of data science, AI, and wellness with Open Data Science's short program. Learn about physiological data, user experience, effective tools, and ethical considerations.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

A Tool for Data Scientists, Decision Makers, and Journalists to Assess Fairness in ML Models

Learn to audit linear classification models for fairness with Open Data Science. Understand recourse and its importance in decision-making processes. Less than 1-hour workload.

• YouTube
• 40 minutes
• On-Demand
• Free Online Course

Data Efficiency Through Transfer Learning - Eddie Du

Learn to apply transfer learning to real-world situations and solve business problems with this under-1-hour material from Open Data Science. Gain insights into hybrid instance-based transfer learning and differentially private aggregation approaches.

• YouTube
• 50 minutes
• On-Demand
• Free Online Course