Programming, Data Structures and Algorithms Using Python
Learn Python programming fundamentals, data structures, and algorithms through hands-on examples and practical implementations. Covers core concepts, efficiency analysis, and advanced topics like recursion and object-oriented programming.
Windows 11 Tutorial for Beginners - Windows 11 Crash Course
Comprehensive guide to Windows 11: installation, interface changes, personalization, new features like widgets and snap layouts, and built-in apps. Perfect for beginners transitioning to the new OS.
Windows 10 for Beginners Tutorial
Comprehensive tutorial covering Windows 10 features, usage, and tips for beginners. Learn navigation, apps, personalization, and troubleshooting to maximize your PC experience.
Learn Socket.io
Comprehensive guide to Socket.io, covering setup, event handling, rooms, callbacks, admin dashboards, namespaces, middleware, and offline functionality for efficient client-server communication.
What is Robot Operating System - ROS 101 - ROS Tutorials for Beginners - Lesson 1
Comprehensive introduction to Robot Operating System (ROS), covering its fundamentals, Ubuntu basics, and installation process. Ideal for beginners in robotics and mechatronics.
LangChain Basics Tutorial - LLMs & Prompt Templates with Colab
Learn to build applications with LLMs using LangChain, covering prompt templates, LLM setup, and chain creation. Gain practical insights through code examples and explore advanced techniques like few-shot prompting.
Navigating Digital Information
In 10 episodes, John Green will teach you how to navigate the internet! We’ve partnered with MediaWise, The Poynter Institute, and The Stanford History Education Group to develop this curriculum of hands-on skills to help you evaluate the information you…
Holistic Optimalism - The Magic Potion of Happiness and Longevity
Discover Holistic Optimalism: a fresh approach to happiness in abundance. Learn 5 key principles to cultivate positivity and find true fulfillment, guided by Dr. Farhat Umar's transformative insights.
Generalization and Personalization in Federated Learning - Karan Singhal
Explore generalization and personalization in federated learning, focusing on medical AI applications. Insights on improving model performance across diverse data distributions and healthcare settings.
MedAI- Graph-Based Modeling in Computational Pathology - Siyi Tang
Explore graph-based modeling in computational pathology, focusing on cellular interactions and spatial structures in whole slide images using graph neural networks for biomarker discovery and workflow automation.
Stanford Seminar - Self-Driving Cars for Everyone
Explore the future of autonomous vehicles with Zoox co-founders, discussing technology, user experience, and potential impacts on transportation and society.
Stanford Seminar - Google's Multilingual Neural Machine Translation System
Exploring Google's Multilingual Neural Machine Translation system, its ability for zero-shot translation, and the potential existence of an interlingua in language processing.
From the Surface of Mars to the Ocean of Enceladus - EELS Robot and Risk-Aware Adaptive Autonomy
Exploring extreme environments with EELS robot: From Mars rovers to searching for alien life in Enceladus' ocean using risk-aware adaptive autonomy and versatile robotic hardware.
SQL Server Complete Series
Comprehensive SQL Server tutorial covering installation, database concepts, relationships, integrity, normalization, and essential SQL commands for beginners to intermediate users.
Sports Analytics
Explore sports analytics through diverse projects, data scraping, and statistical analyses. Learn to predict outcomes, simulate games, and gain insights into various sports using data science techniques.
Data Analytics at the Exascale for Free Electron Lasers Project
Innovative data system architecture for LCLS-II upgrade, addressing high-throughput challenges with real-time analysis, fast feedback, and data reduction while preserving scientific content.
Research Seminar - Identifiability and Inference in Cell Biology
Explores mathematical modeling in cell biology, focusing on identifiability and inference. Discusses challenges in developing realistic models for interpreting quantitative data and showcases applications in biological mechanisms.
Edge Detection Techniques in Image Processing - Lecture 3
Explore edge detection techniques in image processing, from basic concepts to advanced algorithms like Canny Edge Detector, with practical applications and evaluation methods.
Embedded Systems
Comprehensive exploration of embedded systems, covering hardware, processors, memory, software, operating systems, networking, and design principles for building efficient and dependable systems.
Basic Electrical Technology
Comprehensive exploration of electrical technology fundamentals, covering circuits, components, analysis methods, transformers, DC machines, three-phase systems, and motors for a solid foundation in electrical engineering.
Machine Learning
In this course we intend to introduce some of the basic concepts of machine learning from a mathematically well motivated perspective. We will cover the different learning paradigms and some of the more popular algorithms and architectures used in each o…