Research Methods Courses

Simons Institute

Optimization: Higher-order Methods - Part 2

Explore advanced optimization techniques and higher-order methods for fast algorithms, focusing on data structures and their applications in algorithmic efficiency.

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

Simons Institute

Optimization: Higher-order Methods - Part 1

Explore advanced optimization techniques using higher-order methods, focusing on theoretical foundations and practical applications in algorithm design and data structures.

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

Simons Institute

Optimization: First-order Methods - Part 2

Explore advanced first-order optimization techniques, focusing on accelerated gradient methods and their applications in solving complex algorithmic problems.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Simons Institute

Optimization: First-order Methods - Part 1

Explore first-order optimization methods with Alina Ene, focusing on fundamental techniques and algorithms for efficient problem-solving in data structures and algorithm design.

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

Simons Institute

Optimization: Interior Point Methods - Part 2

Explore advanced interior point methods for optimization, focusing on data structures and algorithms to enhance computational efficiency in solving complex problems.

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

Simons Institute

Optimization: Interior Point Methods - Part 1

Explore interior point methods for optimization with Stanford's Yinyu Ye, covering fundamental concepts and applications in data structures and fast algorithms.

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

International Centre for Theoretical Sciences

Statistical Methods and Machine Learning in High Energy Physics - Project Presentation Session 2

Explore cutting-edge statistical methods and machine learning applications in high energy physics through expert presentations, fostering collaboration and innovation in data-driven research.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

echohive

GPT-4 Scientist Generates Original Ideas from Research

Explore an app that generates novel ideas by extracting essential information from arXiv papers, Wikipedia articles, or custom knowledge bases using GPT-4 technology.

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

CODE4EDUCATION

JavaScript DOM Targeting Methods Tutorial in Hindi

JavaScript DOM में टारगेटिंग मेथड्स सीखें - डॉक्यूमेंट, एलिमेंट्स और एट्रिब्यूट्स को सेलेक्ट करने के विभिन्न तरीके। प्रैक्टिकल उदाहरणों के साथ DOM मैनिपुलेशन की बुनियादी जानकारी।

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

Recon Conference

Enabling Security Research on Qualcomm Wifi Chips

Explore modifying Qualcomm WiFi chip firmware for security research. Learn about chip architecture, firmware structure, and patching techniques using the Nexmon framework to enhance functionality and find vulnerabilities.

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

media.ccc.de

Research and the City - An Experience Report on Launching the Smart City Research Lab Bamberg

Explore the journey of creating an interdisciplinary smart city research network at the University of Bamberg, including real-world applications and future challenges in urban innovation.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Conference Talk

CEC;  Punjabi University

Mathematical Methods for Economics-I

Comprehensive introduction to mathematical tools for economic analysis, covering sets, functions, sequences, calculus, differential equations, and their applications in various economic contexts.

• Swayam
• 15 weeks
• Self-Paced
• Free Online Course

IIT Guwahati;  NPTEL

Finite Element Method: Variational Methods to Computer Programming

Comprehensive exploration of Finite Element Method, from variational principles to practical implementation, covering 1D and 2D problems with hands-on computer programming in MATLAB.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

IIT Roorkee;  NPTEL

Path Integral Methods in Physics & Finance

Explore path integral methods in quantum field theory and financial derivatives pricing. Gain insights into advanced physics concepts and innovative financial risk management techniques.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

NPTEL;  IIT Bombay

Path Integral and Functional Methods in Quantum Field Theory - July 2019

Path Integral method is an important formal development in quantum mechanics. The first half of the the course is useful for any student of quantum mechanics, providing deeper insights into the theory.

• YouTube
• 20 hours
• Self-Paced
• Free Video