Phd Courses

Treatment of Hepatitis B - Myron Tong, MD, PhD - UCLA Digestive Diseases

Comprehensive overview of Hepatitis B treatment, covering epidemiology, clinical evaluation, treatment goals, and management strategies for healthcare professionals.

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

Liver Transplantation 2013 - Ronald W. Busuttil, MD, PhD - UCLA Digestive Diseases

Comprehensive overview of liver transplantation, covering indications, outcomes, challenges, and future directions. Explores extended criteria grafts and improved risk stratification techniques.

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

Devoxx

You Don't Need a PhD to Try Quantum Computing

Discover quantum computing tools like Qiskit, Cirq, and Q# without needing a physics background - explore practical development approaches and simulators for experimenting with quantum circuits.

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

TensorFlow

TensorFlow and Deep Reinforcement Learning, Without a PhD - Google I/O '18

Learn to implement deep reinforcement learning with TensorFlow, teaching a neural network to play Pong using only pixel data. No prior expertise required.

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

Open Data Science

Making Robust Business Decisions with Sparse Data - Sarah Jarvis, PhD | ODSC Europe 2019

Explore data-efficient solutions for supply chain management, focusing on forecasting with limited data and making robust decisions in complex, dynamic systems.

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

Open Data Science

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

Explore LinkedIn's Cruise Control for managing large-scale Kafka clusters, including architecture, operational challenges, and real-world demonstrations of dynamic load balancing and anomaly detection.

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

Open Data Science

Building an Image Search Service from Scratch - Matthew Rubashkin, PhD - ODSC West 2018

Learn to build a semantic image search model from scratch, covering representation techniques for image and text data, and efficient similarity search methods for datasets of any size.

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

Open Data Science

Unsupervised Feature Learning with Matrix Decomposition - Aedin Culhane, PhD | ODSC East 2018

Explore unsupervised learning techniques for high-dimensional data analysis, focusing on matrix factorization methods and their applications in oncology and precision medicine.

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

Open Data Science

How to Use Satellite Imagery to Be a Machine - Sean Patrick Gorman, PhD | ODSC West 2018

Explore satellite imagery analysis using Jupyter notebooks, learn to extract valuable information, and develop ML models for processing Earth observation data.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Open Data Science

Model-Based Deep Learning with Applications to Imaging - Yonina Eldar, PhD

Explore model-based deep learning approaches for efficient, interpretable networks in signal and image processing, with applications in imaging, ultrasound, and COVID-19 detection.

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

Devoxx

Tensorflow and Deep Learning - Without a PhD

Explore deep machine learning with Tensorflow using Python. Learn to choose and optimize neural networks for various problems without advanced math prerequisites.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Conference Talk

Devoxx

Tensorflow and Deep Learning - Without a PhD

Comprehensive introduction to TensorFlow and deep learning, covering neural networks, convolutional networks, regularization techniques, and practical applications in image and language processing.

• YouTube
• 2 hours 36 minutes
• Self-Paced
• Conference Talk

BSidesLV

Data Science or Data Pseudo-Science? - Applying Data Science Concepts to Infosec without a PhD

Explore data science concepts applied to information security, learning practical techniques without advanced degrees. Gain insights into leveraging data for enhanced cybersecurity.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

GOTO Conferences

TensorFlow & Deep Learning, without a PhD

Comprehensive introduction to TensorFlow and deep learning concepts, covering neural networks, machine learning techniques, and practical applications without requiring advanced expertise.

• YouTube
• 52 minutes
• Self-Paced
• Conference Talk

AAAS Annual Meeting

Dance Your PhD - Communicating Science Through Movement

Explore the creative fusion of science and dance in this unique presentation showcasing researchers who communicate complex scientific concepts through choreography.

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