Optical Engineering
This course in optical engineering covers topics such as geometric optics, refraction, image formation, aberrations, Gaussian beams, and interferometry.
Introduction to Biostatistics
In this course, we will discuss different statistical tools required to (i) analyze our observations, (ii) design new experiments, and (iii) integrate a large number of observations in a single unified model.
R Programming for Beginners - Learn R in 3 Hours
Comprehensive introduction to R programming, covering data types, manipulation, visualization, and neural networks. Includes hands-on examples and a Pokemon case study for practical application.
Regular Expressions in Python - Programming Tutorial
Comprehensive tutorial on Python regular expressions, covering essential concepts, methods, and advanced techniques for efficient text pattern matching and manipulation.
Modeling and Simulation of Dynamic Systems
Learn MATLAB techniques for solving ODEs, analyzing spring-mass-damper systems, and applying Laplace transforms in dynamic system modeling and simulation.
Theory of Automata, Formal Languages and Computation
Explore automata theory, formal languages, and computation through grammars, finite state automata, pushdown automata, Turing machines, and advanced topics in theoretical computer science.
Correlation
Explore correlation concepts, from Pearson's coefficient to advanced topics like partial and rank correlations. Learn geometrical interpretations, multiple regression, and practical applications using R.
Quantitative Methods
Explore regression analysis and difference-in-differences methodology using R, with a focus on the Minimum Legal Drinking Age example.
Reproducible Data Science with Machine Learning
Discover techniques for reproducible data science using machine learning, focusing on workflow organization, notebook environments, and Azure ML Compute Instances for transparent and explainable AI development.
Intro to LaTeX - Equations, Tables, Figures, Theorems, Macros and More
Comprehensive LaTeX tutorial covering advanced formatting, equations, tables, figures, theorems, and macros. Ideal for enhancing document creation skills in scientific and academic writing.
LaTeX Tutorial for Beginners Full Course
Comprehensive introduction to LaTeX, covering text and math manipulation, tables, calculus notation, customization, environments, and TikZ for creating technical and scientific documents.
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.
Image Processing in MATLAB
Learn essential image processing techniques in MATLAB, from basic operations to advanced filters and edge detection. Gain practical skills for manipulating, analyzing, and enhancing digital images efficiently.
Deep Learning Using Matlab
Explore deep learning concepts and implement neural networks, including CNNs, using MATLAB for practical applications in image classification and beyond.
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.
Biostatistics Using R Course
Learn biostatistics with R: from basics to advanced topics like probability, inferential statistics, mixed modeling, and regression analysis. Gain practical skills for data analysis in biological sciences.
SQL Tutorial for Beginners - MySQL Basics - DBMS - RDBMS
Comprehensive MySQL tutorial covering database fundamentals, RDBMS concepts, SQL commands, and advanced topics like joins and subqueries. Ideal for beginners seeking a solid foundation in database management.
Strapi - Headless CMS Crash Course
Learn to build a REST API using Strapi, a headless CMS. Covers content types, validation, authentication, GraphQL, and more in this comprehensive tutorial.
Introduction to Express JS - Express & Node.js Tutorials for Beginners
Learn to create a basic Express.js server, handle routes, send files, use RegEx, manage redirects, and implement middleware in this beginner-friendly introduction to the popular Node.js framework.
Simple Data Processing with PL/SQL in Oracle Database 23c - CloudWorld 2022
Discover PL/SQL enhancements in Oracle Database 23c for efficient data processing. Learn about improved loops, extended case expressions, and JSON integration to build powerful database APIs and data-driven applications.