Data-Driven Science and Engineering
Explora técnicas avanzadas de aprendizaje automático, sistemas dinámicos y control con ejemplos prácticos en Matlab y Python, basados en el libro "Data-Driven Science and Engineering" de Brunton y Kutz.
Mathematics for Data Science - Essential Math for Machine Learning
Explore essential math for data science, including probability, statistics, machine learning, and deep learning. Learn through real-world case studies and gain insights into the crucial role of mathematics in data analysis.
Sensitivity Analysis - Types of Sensitivity Analysis
Explore sensitivity analysis techniques, applications, and practical demonstrations to enhance data-driven decision-making and assess variable impacts on outcomes in various domains.
MySQL for Beginners
Learn essential MySQL skills, from basic queries to table management and joins, in a comprehensive tutorial series for beginners.
Risk Modelling and Survival Analysis - Actuarial Science
Explore stochastic processes, Markov chains, risk modeling, and survival analysis in actuarial science. Learn key concepts and tackle past exam questions using R for practical applications.
Neo4j APOC Utility Library How-To Series
Learn to leverage Neo4j's APOC library for efficient graph database operations, from data loading and manipulation to model refactoring and visualization enhancements.
Monte Carlo Simulation with Python
Learn to implement Monte Carlo simulations in Python, exploring various betting strategies and analyzing results through statistical methods and data visualization.
Qualitative Research in Social Sciences
Explore diverse qualitative research methods in social sciences, from ethnography to autoethnography. Learn data collection, analysis techniques, and understand strengths and challenges of various approaches.
Neo4j - Graph Database - Tutorial
Learn graph database concepts, Neo4j, and Cypher query language. Explore relationships, constraints, functions, and algorithms for efficient data management and analysis.
Experimental Physics - I
Comprehensive introduction to experimental physics, covering tools, apparatus, analysis techniques, and various experiments in mechanics, thermodynamics, and electromagnetism.
Introductory Molecular Biology & Animal Physiology Lab
Explore molecular biology and animal physiology through hands-on lab techniques, data analysis, and genomics. Gain practical skills in R, electrophoresis, DNA isolation, and bioinformatics tools.
Streamlit - Web Application in Python
Learn to build interactive web applications in Python using Streamlit, from basic data science apps to advanced machine learning tools. Covers deployment, customization, and real-world projects.
The Ultimate Excel Tutorial - Beginner to Advanced
Comprehensive Excel mastery: from basic formulas to advanced techniques like VBA macros, covering data cleaning, pivot tables, and dynamic arrays for enhanced productivity.
Excel Power Query - Power Query Tutorial for Beginners
Learn Power Query in Excel: import, transform, and combine data from multiple sources. Master essential techniques for efficient data analysis and manipulation.
Power BI Master Tutorial
Master data processing and visualization with Power BI. Learn to build queries, prep data, create relationships, and develop interactive dashboards. Gain skills in advanced analytics, AI visuals, and custom visualizations.
How to Improve Visibility in Kubernetes with Prometheus, Grafana, and NGINX
Enhance Kubernetes monitoring using NGINX, Prometheus, and Grafana. Learn to leverage dashboards, export metrics, and create visualizations for improved visibility and performance tracking in microservices environments.
Dam Safety Modelling Using McBreach
Leverage Monte Carlo simulations in HEC-RAS for probabilistic dam breach analysis, enhancing risk management and decision-making in the face of aging infrastructure and climate uncertainties.
Sustaining India’s Hidden Water Resource
Empowering villagers as groundwater champions through training, capacity building, and technology like MyWell App for sustainable groundwater management in India.
GPR Applications in Sedimentology
Explore ground-penetrating radar applications in sedimentology, from river beds to sand dunes, with high-resolution imaging of shallow stratigraphy across diverse environments.
Explore the Sports Broadcast and Motion Graphics Sample - Webinar
Discover how to create dynamic sports broadcast graphics using Unreal Engine, from customizable templates to live operation and batch rendering techniques.
Big Data in Cyber Security - Simon Arnell
Explore big data's role in cybersecurity, focusing on security operations challenges, botnet detection, and innovative hardware solutions for scalable and timely threat detection and remediation.