Synthetic Data Courses and Certifications

MLOps World: Machine Learning in Production

Synthetic Data: Generative AI for Enhanced Data Quality in the Era of Foundational Models

Explore synthetic data's transformative potential in AI, focusing on data quality, augmentation, bias, and privacy for foundational language models.

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

Data Science Festival

Leveraging GANs for Building Synthetic Data

Explore GANs for synthetic data generation to overcome data scarcity, preserve privacy, and enhance machine learning model training across various domains.

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

Computational Genomics Summer Institute CGSI

Synthetic Data in Medical Imaging: Are We There Yet?

Explore synthetic data's potential and challenges in medical imaging, focusing on recent advancements and future prospects for improved healthcare applications.

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

SQLBits

Crafting Flight Simulations: The Art of Synthetic Data Generation

Discover how synthetic data creates rich scenarios for flight simulations, mitigating real-world data risks while enhancing training and development.

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

GAIA

Synthetic Data for Computer Vision Problems When Real Annotation Is Too Expensive

Explore synthetic data generation for computer vision tasks when labeled data is scarce. Learn tools and approaches to build effective models using primarily synthetic data.

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

Python Tutorials for Digital Humanities

Synthetic Data Generation and Applications in Python

Discover how to generate synthetic data for machine learning and data analysis projects, with practical Python examples and implementation strategies.

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

Microcredential

Microsoft Copilot for Data Science

Enhance data science skills with GenAI: Learn to leverage Microsoft Copilot for data preparation, analysis, visualization, and communication, driving actionable insights and boosting productivity.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Data Preparation and Evaluation with Copilot

Leverage Copilot's AI for efficient data preparation, quality evaluation, and synthetic data generation. Streamline workflows and gain actionable insights to become a more effective data professional.

• Coursera
• 7 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

SkillUp EdTech

Generative AI: Elevate your Business Intelligence Career

Leverage generative AI across BI lifecycle: data handling, analysis, visualization, and reporting. Learn ethical considerations and future trends through hands-on labs and real-world case studies.

• Coursera
• 10 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Generative AI for Business Intelligence (BI) Analysts

Leverage generative AI to enhance BI skills, from core concepts to practical applications. Master prompt engineering, data analysis, and visualization using AI tools like ChatGPT and Copilot.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Data Processing and Optimization with Generative AI

Unlock advanced data processing techniques using AI-assisted tools. Generate synthetic data, optimize datasets, and address ethical considerations in data handling for improved analysis efficiency.

• Coursera
• 16 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Yannic Kilcher

BLEURT - Learning Robust Metrics for Text Generation

Explora BLEURT, una métrica de evaluación basada en BERT para generación de texto, su preentrenamiento con datos sintéticos y su capacidad de modelar juicios humanos con pocos ejemplos.

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

Resemble AI

3D Deep Learning for Gaming with Srinath Sridhar and Stanford Artificial Intelligence

Explore 3D deep learning for gaming, covering human pose estimation, object reconstruction, and computer vision applications with Stanford AI expert Srinath Sridhar.

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

Resemble AI

Deep Learning in Gaming with Idan Beck

Explore AI/ML applications in gaming, covering navigation, task planning, procedural generation, and reinforcement learning, with insights from Unity expert Idan Beck.

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

BSidesLV

Hacking the Pentagon - How a Rebel Alliance Shifts Culture to Protect National Security

Explore how a rebel alliance shifts Pentagon culture to enhance national security through innovative hacking, data science, and digital transformation strategies.

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