Data Protection Courses

Asymmetric Numeral Systems (ANS) - Data Compression Lecture 7

Explore Asymmetric Numeral Systems (ANS), an advanced data compression technique, in this Stanford lecture. Gain insights into its principles, applications, and advantages in modern compression algorithms.

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

Human-Machine Symbiosis in Data Visualization

Exploring human-machine configurations for data visualization tasks, focusing on interactive analysis of event sequence data and visualization authoring through manipulable semantic components.

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

Human-Centered AI for Mental Health Prediction in Social Media Data

Exploring human-centered machine learning for ethical and compassionate mental health predictions on social media, combining Media Studies and Computer Science approaches.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Health Equity Among Native Hawaiians and Other Pacific Islanders - Combating Structural Racism in Data

Explore data disaggregation and inclusion of Native Hawaiians and Pacific Islanders in medical research to combat systemic racism and address health disparities specific to these populations.

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

Robot Skill Acquisition: Policy Representation and Data Generation

Explore solutions for scalable, reusable, and robot-complete data in robotics, addressing challenges and hidden costs to advance robot learning beyond current limitations.

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

Dancing Cells - Efficient Data Structures for Combinatorial Problem Solving

Explore efficient data structures for combinatorial problem-solving with Dr. Don Knuth's lecture on "Dancing Cells," an evolution of the "Dancing Links" concept, offering improved performance in algorithmic exploration.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Harnessing Data for Social Impact - Empowering Communities through Visualization and Social Computing

Explore innovative tools combining visualization, HCI, and AI to empower communities in addressing complex societal issues like urban planning and climate change, fostering inclusive decision-making.

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

Deep Generative Models - Diffusion Models for Discrete Data - Lecture 18

Explore diffusion models for discrete data in this Stanford lecture, covering advanced techniques in deep generative modeling for AI applications.

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

Integrating Pathology Images and Genomics Data for Cancer Grading

Innovative AI methods for integrating pathology images and genomics data to enhance cancer grading accuracy, addressing modality challenges and improving performance when genomics data is missing.

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

How Can Privacy Exist in a Data-Driven World? - Stanford Seminar

Exploring privacy in a data-driven world through transparency tools, user studies, and artistic collaborations to reframe privacy as a societal value.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Capstone: Retrieving, Processing, and Visualizing Data with Python

6 ratings

Develop applications to retrieve, process, and visualize data using Python, culminating in a personalized project to analyze and present data of your choice.

• Coursera
• 9 hours 17 minutes
• Self-Paced
• Paid Course

Business Metrics for Data-Driven Companies

10 ratings

Learn to identify critical business metrics, distinguish data analyst roles, and evaluate companies' big data adoption. Gain skills for high-demand jobs in data analytics and understand how disruptive companies leverage data for competitive advantage.

• Coursera
• 8 hours 1 minute
• Self-Paced
• Paid Course

Facebook

Data Analysis with R

18 ratings

Data is everywhere and so much of it is unexplored. Learn how to investigate and summarize data sets using R and eventually create your own analysis.

• Udacity
• 23 hours
• Self-Paced
• Free Online Course

Data Visualization and Communication with Tableau

9 ratings

Master data visualization and communication with Tableau. Learn to create impactful business presentations, design effective dashboards, and tell compelling data stories to drive actionable insights and influence key stakeholders.

• Coursera
• 1 day 1 hour 12 minutes
• Self-Paced
• Paid Course

Understanding Data Science

2 ratings

An introduction to data science with no coding involved.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available