1000 Ivy League Online Courses

Fundamentals of Qualitative Research Methods

97 reviews

Learn the fundamentals of Qualitative Research Methods, developing a qualitative research question and get data using interviews, focus groups and analyse the data in this course by Yale University

• YouTube
• 1-2 hours worth of material
• On-Demand
• Free Online Course

Data Science: R Basics

11 reviews

Harvard's 8-week online course introduces R programming basics using real-world crime data, covering functions, data types, vectors, and data visualization.

• edX
• 1-2 hours a week, 8 weeks long
• Self paced
• Free Online Course (Audit)

Algorithms for Big Data (COMPSCI 229r)

4 reviews

The series of 25 lectures from Harvard University would cover topics such as Sketching/Streaming, Dimensional Reduction, large scale machine learning, deal with regression problems, external memory problem (measure disk I/Os instead of the number of inst…

• YouTube
• 34 hours worth of material
• On-Demand
• Free Online Course

Data Science: Visualization

5 reviews

Harvard's 8-week course on data visualization and exploratory data analysis using R and ggplot2. Learn to communicate data-driven findings, detect flaws, and advance your career.

• edX
• 1-2 hours a week, 8 weeks long
• Self paced
• Free Online Course (Audit)

Causal Diagrams: Draw Your Assumptions Before Your Conclusions

3 reviews

Learn simple graphical rules that allow you to use intuitive pictures to improve study design and data analysis for causal inference.

• edX
• 2-3 hours a week, 9 weeks long
• Self paced
• Free Online Course (Audit)

Data Science: Productivity Tools

1 review

Keep your projects organized and produce reproducible reports using GitHub, git, Unix/Linux, and RStudio.

• edX
• 1-2 hours a week, 8 weeks long
• Self paced
• Free Online Course (Audit)

STAT115 2020

1 review

Syllabus: 2020 STAT115 Lect1.1 Bioinfo History.2020 STAT115 Lect1.2 Big Data Challenge.2020 STAT115 Lect1.3 Bioinfo vs Comp Bio.2020 STAT115 Lect1.4 Course Info.STAT115 Chapter 3.1 Three Generations of Sequencing.STAT115 Chapter 3.2 FASTQ and FASTQC.STAT…

• YouTube
• 29 hours worth of material
• On-Demand
• Free Online Course

Data Science: Wrangling

2 reviews

Harvard's 8-week course teaches data wrangling in R, including importing, tidying, string processing, HTML parsing, and text mining, for 1-2 hours weekly.

• edX
• 1-2 hours a week, 8 weeks long
• Self paced
• Free Online Course (Audit)

PH525x: Data Analysis for Genomics

2 reviews

Explore self-paced genomics data analysis course from Harvard University. Learn to interpret microarray and sequencing data using R and Bioconductor, with a focus on public health applications.

• edX
• 9 weeks long
• 7th Apr, 2014
• Free Online Course (Audit)

Case study: DNA methylation data analysis

2 reviews

Explore DNA methylation data analysis in-depth with Harvard University's 1-week course. Learn to process raw data using R and Bioconductor, and identify differential methylation regions.

• edX
• 1 week long
• 22nd Jun, 2015
• Free Online Course (Audit)

Data Science: Machine Learning

3 reviews

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.

• edX
• 2-4 hours a week, 8 weeks long
• Self paced
• Free Online Course (Audit)

People Analytics

5 reviews

Explore data-driven people management with the University of Pennsylvania's 4-week course. Learn recruitment, performance evaluation, leadership, and more using analytics.

• Coursera
• 8-9 hours worth of material, 4 weeks long
• On-Demand
• Free Online Course (Audit)

Data Science: Inference and Modeling

1 review

Harvard's 8-week course teaches statistical inference and modeling for data science, using election forecasting as a case study. Learn to use R for effective polling and prediction.

• edX
• 1-2 hours a week, 8 weeks long
• Self paced
• Free Online Course (Audit)

Introduction to Data Science with Python

1 review

Harvard's 8-week online course on Python for data science. Learn machine learning models, regression, classification, and key ML concepts. Requires basic Python and statistics knowledge.

• edX
• 3-4 hours a week, 8 weeks long
• Self paced
• Free Online Course (Audit)

High-Dimensional Data Analysis

3 reviews

Harvard's 4-week course on high-dimensional data analysis. Learn SVD, PCA, batch effects, machine learning, and clustering analysis with 2-4 hours of study per week.

• edX
• 2-4 hours a week, 4 weeks long
• Self paced
• Free Online Course (Audit)