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VirtualBoxReinstall

Introduction to UNIX and Path

Introduction to commandline LINUX/UNIX

Lecture 2 Basics: Navigation and File Management

UNIX Operators

Introduction to 'GREP'

Introduction to SED: Stream Editor

How to use AWK to calculate an average

'for' loop introduction

Introduction to 'for' loops

Scripting in UNIX

Introduction to Python

Hyrdopathy Script Explained

Introduction to Flow Control and Conditional Statements

Flow Control in Python Coding Example

Some Approaches to Debugging

Python Modules/Packages Video

How to use arguments in Python

Randomness in Computing

Object Oriented Programming: Modeling the probability

Relational Database Video 1: Primary and Foreign Keys in Relational Databases

Relational Databases Video Part 2: Getting Data into MySQL

Relational Databases Video Part 3: Querying in SQL

How to make a histogram in R

Loading a User Track into UCSC Genome Browser

Description:

Explore a comprehensive series of video lectures covering essential scientific computing skills for BASH UNIX/LINUX shell, Python, and SQL environments. Learn to navigate and manage files in UNIX, utilize powerful command-line tools like GREP, SED, and AWK, and master scripting techniques. Dive into Python programming, covering topics such as flow control, conditional statements, debugging, modules, and object-oriented programming. Gain proficiency in relational databases, SQL querying, and data visualization with R. Discover practical applications in genomics by learning to load user tracks into the UCSC Genome Browser, equipping yourself with valuable skills for scientific research and data analysis.

Practical Computing for Scientists

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#Data Science #Bioinformatics #Programming #Programming Languages #Python #Domain-Specific Languages (DSL) #SQL #Object-oriented programming #Computer Science #Scientific Computing #Data Wrangling