From Python to Rust
Explore the transition from Python to Rust, covering fundamental concepts, string manipulation, functions, modules, and data structures like dictionaries and HashMaps.
RStudio Tutorial
Comprehensive RStudio tutorial covering statistical analysis, data visualization, bioinformatics, machine learning, and more. Ideal for beginners and advanced users seeking practical skills in R programming.
Bioinformatics
Comprehensive bioinformatics tutorials covering RNA-seq analysis, data visualization, statistical methods, and cancer genomics using R and other tools.
Fundamentals of Bioinformatics
Comprehensive introduction to bioinformatics, covering biological information, microbiome science, Python programming, sequence alignment, Linux, and machine learning for aspiring bioinformaticians.
Microbiome Bioinformatics with QIIME 2 - Online Workshop
Learn QIIME 2 for microbiome bioinformatics analysis, covering data import, denoising, taxonomic assignment, diversity metrics, and statistical testing using a Parkinson's disease mouse study.
Molecular Dynamics Simulation
Learn to perform molecular dynamics simulations using Desmond, from installation to preprocessing and running simulations on Linux systems.
Linux for Bioinformatics - BioCode
Learn essential Linux commands for bioinformatics tasks, including data preprocessing, file manipulation, and genomic analysis. Enhance your skills in handling biological datasets efficiently.
Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 1-2
Comprehensive introduction to TensorFlow and deep learning fundamentals, covering tensor operations, neural network regression, and classification. Hands-on coding examples and practical insights for building and improving models.
Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 2/2
Dive deep into TensorFlow and Python, mastering non-linear models, multi-class classification, and advanced techniques for optimizing neural networks and evaluating their performance.
Bioinformatics Course Lectures
Comprehensive bioinformatics lectures covering genomics, sequencing, evolution, statistics, alignment, phylogenetics, assembly, annotation, and genetic variation for aspiring bioinformaticians.
Practical Computing for Scientists
Learn scientific computing essentials: BASH, Python, and SQL. Develop programming and data wrangling skills for UNIX/LINUX environments. Practical exercises and quizzes included.
R Data Science Project
Learn practical R data science skills through hands-on tutorials covering exploratory analysis, machine learning, data visualization, and building interactive web applications with Shiny.
Python Data Science Project
Learn Python for data science through hands-on projects covering machine learning, web scraping, exploratory data analysis, and computational drug discovery. Gain practical skills using popular libraries and tools.
Bioinformatics Project
Learn to apply data science in bioinformatics for drug discovery, from data collection to model deployment, with hands-on projects and practical coding examples.
R Shiny Web Application
Learn to create interactive web applications using R Shiny, from basics to advanced features like data-driven apps and machine learning integration. Deploy your creations on Heroku.
Weka Data Mining Tutorials
Learn data mining with Weka's user-friendly interface. Master regression, classification, and drug discovery models through hands-on tutorials and practical examples.
Deploying App with Docker, Travis CI and AWS Elastic Beanstalk
Learn to deploy applications using Docker, Travis CI, and AWS Elastic Beanstalk. Covers containerization, continuous integration, cloud deployment, and domain management for efficient app delivery.
Biostatistics
Learn to evaluate diagnostic tests, analyze study types, and interpret key statistical concepts for medical research and clinical practice.
Biostatistics for the USMLE Step 1 Exam
Comprehensive biostatistics preparation for USMLE Step 1, covering study designs, diagnostic tests, risk quantification, statistical analysis, and more. Essential for medical students aiming to excel in this crucial exam component.
Cognitive Psychology - AP Psychology Unit 5
Comprehensive exploration of memory, thinking, intelligence, and language processes, featuring flipped notes for effective AP Psychology exam preparation.
Psychology - Intelligence and Testing
Explore intelligence concepts, IQ testing methods, and factors influencing cognitive abilities. Examine controversies, genetic and environmental impacts, and potential for improving intelligence.