Computer Science Courses and Certifications

Current Status of TinyML and the Enormous Opportunities Ahead - Panel Discussion

Panel discussion exploring tinyML's current state and future potential, featuring experts from Qualcomm and Google. Covers applications, challenges, privacy concerns, and emerging opportunities in ultra-low power embedded AI computing.

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

Federated Learning in Medicine - Breaking Down Silos to Advance Medical Research

Explore federated learning's potential to revolutionize medical research by breaking data silos, enhancing privacy, and fostering collaboration across healthcare institutions.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Nanosecond-Level Clock Synchronization in a Data Center

Explore nanosecond-level clock synchronization in data centers using Huygens algorithm, which achieves precision without special hardware through advanced networking and machine learning techniques.

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

The Case for Learned Index Structures

Exploring learned index structures as alternatives to traditional database indexes, offering potential improvements in speed and memory efficiency for data retrieval and management.

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

Stanford Seminar - Taraxa.io: A Globalized Blockchain Protocol Startup

Explore IoT data sharing challenges and solutions with blockchain technology, focusing on security, vendor risk, and cost reduction to foster consumer adoption and business innovation.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Stanford Seminar - What's Next for Blockchain in China?

Explore blockchain's future in China, covering crypto trading, regulation, investment strategies, and evolving ownership models in this Stanford seminar by Bobby Lee.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

The Evolution of Public Key Cryptography

Explore the history and development of public key cryptography, including contributions from unsung heroes and the revolutionary impact on modern security systems.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Tiny Functions for Codecs, Compilation, and - Maybe - Soon Everything

Exploring the potential of tiny, pure functions in improving network systems, video codecs, and cloud computing, with real-world examples and future applications.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Stanford Seminar - Computing with High-Dimensional Vectors

Explore high-dimensional vector computing as a complement to traditional methods, bridging symbolic AI and neural nets. Learn about its operations, applications, and potential in machine learning and nanotechnology.

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

Multiscale Dataflow Computing - Competitive Advantage at the Exascale Frontier

Explore multiscale dataflow computing for high-performance, energy-efficient systems. Learn about Maxeler's innovative approach, ecosystem, and applications in various industries.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Deep Learning in the Age of Zen, Vega, and Beyond

Explore deep learning challenges and solutions using AMD's Zen and Vega platforms, focusing on high-performance computing for training and inference in various applications.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Stanford Seminar - Challenges in Secure Messaging

Explore challenges in secure messaging, including encryption, key distribution, and user adoption. Learn about modern tools and protocols like CONIKS for safeguarding communications against mass surveillance.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Stanford Seminar - The Time-Less Datacenter

Novel event-based protocol for datacenter communication eliminates conventional heartbeats and timeouts, enabling efficient recovery for distributed algorithms at scale and composing into graph-based distributed communications.

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

Runway - A New Tool for Distributed Systems Design

Introducing Runway: a comprehensive tool for designing distributed systems, combining specification, simulation, visualization, and model checking to evaluate correctness, availability, and performance.

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

NPTEL;  IIT Bombay

Practical Machine Learning with Tensorflow

1 rating

Learn essential machine learning concepts and apply them using TensorFlow, covering key topics from basic principles to deep learning and data visualization.

• YouTube
• 4 hours 30 minutes
• Self-Paced
• Free Video