Open Data Science Courses

Impact of Data Science on Social Media Data - Jyotika Singh

4 reviews

Explore how data science transforms social media data, revealing insights to optimize profits for high-revenue properties. Learn about AI model building, applications, failures, bias, and solutions.

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

Vision Transformer and Its Applications

2 reviews

Explore vision transformers' architecture, self-attention in computer vision, and applications in recognition, segmentation, and multi-modal learning. Discover their potential for general-purpose model architectures.

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

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

2 reviews

Explore AI's impact on cybersecurity, its potential risks and benefits, and strategies for ensuring AI safety and ethical development in this thought-provoking talk by Dr. Yampolskiy.

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

How to Set Up an ML Data Labeling Pipeline - Best Practices and Examples

2 reviews

Learn best practices for building ML data labeling pipelines through crowdsourcing. Explore real-life examples, requirements, and techniques for high-quality labeled data in supervised machine learning projects.

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

Building a Robust Data Pipeline with the DAG Stack - dbt, Airflow, and Great Expectations

1 review

Learn to build robust data pipelines using dbt, Airflow, and Great Expectations. Discover how these tools complement each other to ensure data quality, perform transformations, and orchestrate workflows effectively.

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

Responsible Use of AI in Health Care

1 review

Explore responsible AI use in healthcare, addressing challenges, identifying biases, and implementing ethical practices to enhance patient outcomes and promote health equity.

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

Data Infrastructure to Build Bigger with Less

Explore the misconception of needing distributed data processing for small datasets and discover how advancements in hardware and efficient data engines like DuckDB can help you build more with less in today's economic climate.

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

Vector Search - A Gentle Introduction - Zain Hasan

Explore vector search technology, its applications in semantic search and recommendation systems, and learn about implementing real-time vector search with CRUD support for production-scale ML models.

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

Making Private Data Open and Enhancing Decision-Making Through Digital Atlases

Explore innovative approaches to data sharing, privacy preservation, and decision-making enhancement through digital atlases, focusing on the Australian Cancer Atlas and Bayesian statistical models.

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

ML On-Device: Building Efficient Models

Explore on-device machine learning for efficient, privacy-preserving models on mobile and edge devices. Learn about real-time AI applications, model optimization, and deployment strategies.

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

Leveraging Generative AI in Education - A M Aditya

Explore how Generative AI revolutionizes education, enhancing learning experiences and empowering students globally. Discover its impact, benefits, challenges, and real-world applications in this insightful presentation.

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

Accelerate Your AI-ML Initiatives and Deliver Business Value Quickly

Discover strategies for rapid AI deployment, overcoming adoption challenges, and delivering tangible business value through pre-integrated frameworks, AutoML, and industry-specific solutions.

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

Building a Data-Driven Workforce

Unlock data literacy and simple analytics to build a data-driven workforce. Learn to equip teams with essential skills, eliminate tedious requests, and leverage descriptive analytics for organizational success.

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

Finetuning, Serving, and Evaluating Large Language Models in the Wild

Explore LLM-based chatbots, their evaluation, and efficient serving techniques. Learn about Vicuna, Chatbot Arena, and innovative approaches like paged attention and statistical multiplexing for optimizing LLM performance.

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

Adversarial Validation and Training in Stock Market Price Prediction

Explore adversarial validation and training for stock market prediction, focusing on recommender systems, graph-based models, and their impact on user satisfaction and revenue growth in e-commerce and streaming services.

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