Research Methods Courses

CodeWithHarry

Java Methods: Functions and Static Method Invocation

Learn to create and invoke static methods in Java, understanding their functionality and implementation for efficient programming.

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

CodeWithHarry

Java String Methods Tutorial

Comprehensive guide to Java String methods, covering syntax, usage, and examples. Enhance your string manipulation skills for efficient Java programming.

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

CodeWithHarry

Android SeekBar and Its Methods - Tutorial 11

Aprenda a criar e implementar uma SeekBar em aplicativos Android, explorando seus métodos e funcionalidades para melhorar a interatividade do usuário.

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

CodeWithHarry

Strings: Properties, Methods and Template Literals in JavaScript - Lesson 6

Aprenda sobre strings em JavaScript: propriedades, métodos e template literals. Explore manipulação de texto e técnicas avançadas para melhorar suas habilidades de programação.

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

Rob Mulla

Time Series Forecasting with XGBoost - Advanced Methods

Explore advanced time series forecasting with XGBoost, covering outlier removal, cross-validation, lag features, and future predictions. Enhance your skills in handling complex time-dependent data for improved forecasting accuracy.

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

Alan Turing Institute

MOSIP Research Platform - Integrating Anomaly Detection Prototypes into Centralized ID Systems

Explore novel anomaly detection methods for digital identity systems using autoencoders, with a focus on fraud prevention during registration in MOSIP architecture.

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

Alan Turing Institute

Probabilistic Methods for Increased Robustness in Machine Learning

Explore probabilistic methods to enhance machine learning robustness, focusing on latent variables, molecular design, and optimization techniques for improved AI performance and reliability.

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

Alan Turing Institute

Visual and Spatial Digital Humanities Research for Japanese Culture

Explore visual and spatial digital humanities research for Japanese culture, focusing on innovative projects using computer vision, machine learning, and geographic information science to analyze historical data.

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

Alan Turing Institute

Stanford University's New Approach to Mitigate Negative Ethical and Societal Aspects of AI Research

Stanford's Ethics and Society Review board: A novel approach to mitigate ethical and societal impacts of AI research, requiring researchers to address potential harms before receiving funding.

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

Alan Turing Institute

Theory and Methods Challenges in Counterfactual Prediction - Karla Diaz-Ordaz

Explore causal inference in AI prediction, enhancing algorithms with 'what if' capabilities for decision-making and fairness. Learn about counterfactual prediction challenges and methodologies.

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

Alan Turing Institute

Workshop on Probabilistic Numerical Methods - Panel Discussion

Panel discussion exploring probabilistic numerical methods, covering topics like reference priors, robust uncertainty quantification, and Bayesian inversion methods for improved statistical inference and error quantification.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Climate Data Science: A Tour - Professor Doug Nychka, National Center for Atmospheric Research

Explore climate data science through statistical analysis, modeling, and Earth observation techniques. Learn about climate systems, data representation, and challenges in Earth system science.

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

Alan Turing Institute

Accelerating Research with Microsoft Azure - Dr. Kenji Takeda, Microsoft

Explore cloud computing with Azure for faster, reproducible data science research. Hands-on labs cover deep learning, NLP, ML deployment, and more across various scientific disciplines.

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

Alan Turing Institute

Learning Automata with Hankel Matrices - Borja Balle, Amazon Research Cambridge

Explore a unified framework for learning automata using Hankel matrices, covering query learning, spectral learning, and matrix completion algorithms with practical applications.

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

Alan Turing Institute

Fairness and Robustness in Machine Learning – A Formal Methods Perspective - Aditya Nori, Microsoft

Explore fairness in machine learning through formal methods. Learn techniques for verifying probabilistic properties and certifying fairness in decision-making programs using FairSquare.

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