Data Science Courses and Certifications

Technology for Teachers and Students

Intermediate Excel Skills, Tips, and Tricks

Master intermediate Excel techniques including pivot tables, macros, conditional formatting, data analysis, and advanced functions to boost productivity and efficiency.

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

Coding Train

Beginner's Guide to Machine Learning in JavaScript with ml5.js

Discover machine learning fundamentals through creative JavaScript projects using p5.js and ml5.js libraries for interactive media art and real-time applications.

• YouTube
• 10 hours 11 minutes
• Self-Paced
• Free Video

Coding Train

Intelligence and Learning - Nature of Code Part 2

Explore algorithms, genetic programming, and neural networks through hands-on coding challenges covering pathfinding, machine learning, and evolutionary systems.

• YouTube
• 19 hours 12 minutes
• Self-Paced
• Free Video

Coding Train

Working with Data and APIs - p5.js Tutorial

Master JSON, APIs, and asynchronous data handling in p5.js through hands-on projects with real APIs like NYT, Giphy, and Wordnik for dynamic web applications.

• YouTube
• 3 hours 44 minutes
• Self-Paced
• Free Video

R Programming 101

R Programming for Beginners - Complete Guide to Data Analysis and Visualization

Discover R programming fundamentals from installation to data visualization, cleaning, and manipulation using tidyverse and dplyr packages.

• YouTube
• 5 hours 53 minutes
• Self-Paced
• Free Video

R Programming 101

Data Manipulation with R Programming - Tidyverse and Dplyr for Beginners

Master data wrangling with R and tidyverse packages through hands-on manipulation, filtering, cleaning, and transformation techniques for beginners.

• YouTube
• 5 hours 4 minutes
• Self-Paced
• Free Video

R Programming 101

Statistics with R Programming - A Practical Guide

Master essential statistical concepts and techniques using R programming, from descriptive statistics to advanced regression analysis and hypothesis testing.

• YouTube
• 3 hours 26 minutes
• Self-Paced
• Free Video

Alex the Analyst

Pandas for Beginners

Master essential Pandas skills from file reading to data visualization and cleaning through hands-on tutorials covering filtering, grouping, merging, and EDA.

• YouTube
• 2 hours 43 minutes
• Self-Paced
• Free Video

Logistic Regression

Learn to predict discrete outcomes using logistic regression, covering coefficients, maximum likelihood, R-squared, p-values, deviance, and practical implementation in R.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

High Throughput Sequencing

Comprehensive playlist covering high-throughput sequencing analysis, including RNA-seq, ChIP-Seq, PCA, clustering, and statistical methods for bioinformatics and genomics research.

• YouTube
• 6 hours
• Self-Paced
• Free Video

Machine Learning with Python

Comprehensive Python tutorial covering machine learning concepts, algorithms, and deep learning with TensorFlow. Includes hands-on projects and real-world applications.

• YouTube
• 19 hours
• Self-Paced
• Free Video

Physics Online

The Essentials for GCSE Physics

Master essential physics skills including equipment use, units, data plotting, and calculator techniques for GCSE success.

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

ExcelIsFun

Excel Formulas - Basics and Beyond

Master Excel formula fundamentals from basic references to advanced array formulas, VLOOKUP, SUMIFS, and error tracking techniques for efficient spreadsheet building.

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

ExcelIsFun

Complete Excel 2013 Class - Comprehensive Excel from Basics to Advanced

Master comprehensive Excel skills from basic formulas to advanced PivotTables, macros, and data analysis through 50+ practical video lessons covering all essential features.

• YouTube
• 17 hours 6 minutes
• Self-Paced
• Free Video

3Blue1Brown

But What Is a Convolution?

Explore the concept of convolution in mathematics, from probability to image processing and FFTs, with clear explanations and engaging animations.

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